From 842bf15556cd0cfb76cce9deeaf1a151f4f6b6f1 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 23 Mar 2020 15:28:29 -0700
Subject: [PATCH 001/303] skeleton for wavelength calibration.

---
 banzai_nres/tests/data/ThAr_atlas_ESO.txt | 2456 +++++++++++++++++++++
 banzai_nres/wavelength.py                 |   38 +
 2 files changed, 2494 insertions(+)
 create mode 100644 banzai_nres/tests/data/ThAr_atlas_ESO.txt
 create mode 100644 banzai_nres/wavelength.py

diff --git a/banzai_nres/tests/data/ThAr_atlas_ESO.txt b/banzai_nres/tests/data/ThAr_atlas_ESO.txt
new file mode 100644
index 00000000..1f9531a1
--- /dev/null
+++ b/banzai_nres/tests/data/ThAr_atlas_ESO.txt
@@ -0,0 +1,2456 @@
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+
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
new file mode 100644
index 00000000..43a010f6
--- /dev/null
+++ b/banzai_nres/wavelength.py
@@ -0,0 +1,38 @@
+import numpy as np
+
+from banzai.stages import Stage
+from banzai_nres.frames import EchelleSpectralCCDData
+from xwavecal.wavelength import wavelength_calibrate, SolutionRefineOnce, WavelengthSolution
+import logging
+
+logger = logging.getLogger('banzai')
+
+
+class ArcLoader(Stage):
+    def do_stage(self, image: EchelleSpectralCCDData):
+        if not traces.blind_solve:
+            # load in ref_id column.
+            # load in wavelengths
+
+
+class WavelengthCalibrate(Stage):
+    def do_stage(self, image: EchelleSpectralCCDData):
+        # image.spectrum = Table({'id': trace_ids, 'flux': flux, 'uncertainty': np.sqrt(variance)})
+        # identify emission lines and get (pixel, order) positions.
+        # helps to have flat fielded emission line fluxes.
+        if ref_id is None:
+            # reidentify reference ids.
+            # blind solve wavelength
+            measured_lines = wavelength_calibrate(measured_lines, line_list, np.arange(4096), np.arange(num_orders),
+                                                  principle_order_number=52, wavelength_models=wavelength_models)
+            # have wavelength_calibrate add 'wavelength' to measured_lines.
+        else:
+            measured_lines['wavelength'] = image.wavelengths[(measured_lines['pixel'].astype(int), measured_lines['order'])]
+
+        wavelengths_to_fit = get_nearest(line_list, measured_lines['wavelength'])
+        wavelength_solution = WavelengthSolution().solve(measured_lines, wavelengths_to_fit, weights=np.array([1]))
+        # in xwavecal: make solve a cls method so that it returns WavelengthSolution
+        image.wavelengths = wavelength_solution.wavelength(x, order)
+        # make __call__ method.
+        # do some qc checks. Throw warnings necessary.
+    return image
\ No newline at end of file

From 05c44981124bcc513ce5752fbeb033177a9525f7 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Tue, 24 Mar 2020 14:08:10 -0700
Subject: [PATCH 002/303] updated skeleton for wavelength calibration.

---
 banzai_nres/wavelength.py | 66 ++++++++++++++++++++++++++++++---------
 1 file changed, 52 insertions(+), 14 deletions(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 43a010f6..7883181a 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -2,13 +2,29 @@
 
 from banzai.stages import Stage
 from banzai_nres.frames import EchelleSpectralCCDData
-from xwavecal.wavelength import wavelength_calibrate, SolutionRefineOnce, WavelengthSolution
+from xwavecal.wavelength import wavelength_calibrate, WavelengthSolution
+from xwavecal.utils.wavelength_utils import find_nearest
+from scipy.ndimage import map_coordinates
 import logging
 
 logger = logging.getLogger('banzai')
 
+NRES_PRINCIPLE_ORDER_NUMBER = 52
+MODELS = {'initial_wavelength_model': {1: [0, 1, 2], 2: [0, 1, 2]},
+          'intermediate_wavelength_model': {0: [0, 1, 2], 1: [0, 1, 2], 2: [0, 1, 2]},
+          'final_wavelength_model': {0: [0, 1, 2, 3, 4, 5],
+                                     1: [0, 1, 2, 3, 4, 5],
+                                     2: [0, 1, 2, 3, 4, 5],
+                                     3: [0, 1, 2, 3, 4, 5],
+                                     4: [0]}}
 
-class ArcLoader(Stage):
+
+class WavelengthLoader(Stage):
+    """
+    Loads the wavelengths and reference_ids onto from the nearest Arc-emission lamp (wavelength calibration) in the db.
+    If the traces have shifted (e.g. the instrument was serviced), then we do not load wavelengths nor reference ids
+    (new wavelengths will be created from scratch in WavelengthCalibrate).
+    """
     def do_stage(self, image: EchelleSpectralCCDData):
         if not traces.blind_solve:
             # load in ref_id column.
@@ -16,23 +32,45 @@ def do_stage(self, image: EchelleSpectralCCDData):
 
 
 class WavelengthCalibrate(Stage):
+    """
+    Stage to recalibrate wavelength-calibration (e.g. arc lamp) frames.
+    We re-wavelength calibrate from scratch if the Arc does not have reference id's assigned to each trace.
+    We lightly recalibrate the wavelength calibration if the arc has reference id's assigned to each trace.
+    """
     def do_stage(self, image: EchelleSpectralCCDData):
         # image.spectrum = Table({'id': trace_ids, 'flux': flux, 'uncertainty': np.sqrt(variance)})
         # identify emission lines and get (pixel, order) positions.
         # helps to have flat fielded emission line fluxes.
+        pixel, order = np.arange(image.data.shape[1]), np.arange(num_orders)
         if ref_id is None:
             # reidentify reference ids.
-            # blind solve wavelength
-            measured_lines = wavelength_calibrate(measured_lines, line_list, np.arange(4096), np.arange(num_orders),
-                                                  principle_order_number=52, wavelength_models=wavelength_models)
-            # have wavelength_calibrate add 'wavelength' to measured_lines.
+            # blind solve for the wavelengths of the emission lines
+            measured_lines['wavelength'] = wavelength_calibrate(measured_lines, line_list, pixel, order,
+                                                                principle_order_number=NRES_PRINCIPLE_ORDER_NUMBER)
         else:
-            measured_lines['wavelength'] = image.wavelengths[(measured_lines['pixel'].astype(int), measured_lines['order'])]
-
-        wavelengths_to_fit = get_nearest(line_list, measured_lines['wavelength'])
-        wavelength_solution = WavelengthSolution().solve(measured_lines, wavelengths_to_fit, weights=np.array([1]))
-        # in xwavecal: make solve a cls method so that it returns WavelengthSolution
-        image.wavelengths = wavelength_solution.wavelength(x, order)
-        # make __call__ method.
+            # adopt wavelengths for the emission lines from the existing solution
+            measured_lines['wavelength'] = map_coordinates(image.wavelengths,
+                                                           [measured_lines['order'], measured_lines['pixel']],
+                                                           order=1, prefilter=False)
+        image.spectrum['wavelength'] = self.recalibrate(measured_lines, line_list, pixel, order)
         # do some qc checks. Throw warnings necessary.
-    return image
\ No newline at end of file
+        return image
+
+    def recalibrate(self, measured_lines, line_list, pixel, order):
+        """
+        Recalibrate an existing wavelength solution using new measured spectral features.
+        :param measured_lines:
+        :param line_list:
+        :param pixel:
+        :param order:
+        :return: ndarray, wavelengths. Where wavelengths.shape = (len(order), len(pixel)).
+        array of wavelengths for the extracted spectrum.
+        """
+        wavelength_solution = WavelengthSolution(model=MODELS.get('final_wavelength_model'),
+                                                 min_order=np.min(order), max_order=np.max(order),
+                                                 min_pixel=np.min(pixel), max_pixel=np.max(pixel),
+                                                 measured_lines=measured_lines, reference_lines=line_list,
+                                                 m0=NRES_PRINCIPLE_ORDER_NUMBER)
+        wavelengths_to_fit = find_nearest(measured_lines['wavelength'], np.sort(line_list))
+        wavelength_solution.model_coefficients = wavelength_solution.solve(measured_lines, wavelengths_to_fit)
+        return wavelength_solution.wavelength(pixel, order)

From 9ecb99fcbfd20e4a682657b87631a4299fa43fb1 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Tue, 24 Mar 2020 14:09:02 -0700
Subject: [PATCH 003/303] typo in wavelength call

---
 banzai_nres/wavelength.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 7883181a..a75063b2 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -73,4 +73,4 @@ def recalibrate(self, measured_lines, line_list, pixel, order):
                                                  m0=NRES_PRINCIPLE_ORDER_NUMBER)
         wavelengths_to_fit = find_nearest(measured_lines['wavelength'], np.sort(line_list))
         wavelength_solution.model_coefficients = wavelength_solution.solve(measured_lines, wavelengths_to_fit)
-        return wavelength_solution.wavelength(pixel, order)
+        return wavelength_solution(pixel, order)

From 855bf96e0197eea3394966c49071d7721b7718eb Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Tue, 24 Mar 2020 17:34:19 -0700
Subject: [PATCH 004/303] added DAO find line identification.

---
 banzai_nres/extract.py                | 10 ++++---
 banzai_nres/tests/test_extract.py     | 17 ++++++------
 banzai_nres/tests/test_wavelength.py  | 30 +++++++++++++++++++++
 banzai_nres/utils/wavelength_utils.py | 38 +++++++++++++++++++++++++++
 banzai_nres/wavelength.py             | 32 +++++++++++++---------
 5 files changed, 103 insertions(+), 24 deletions(-)
 create mode 100644 banzai_nres/tests/test_wavelength.py
 create mode 100644 banzai_nres/utils/wavelength_utils.py

diff --git a/banzai_nres/extract.py b/banzai_nres/extract.py
index 7fd64b54..77eee8ce 100644
--- a/banzai_nres/extract.py
+++ b/banzai_nres/extract.py
@@ -14,15 +14,17 @@ def do_stage(self, image: EchelleSpectralCCDData):
         if image.weights is None:
             logger.error('Extraction weights missing. Rejecting image.', image=image)
             return None
+        # consider adding a method to image, i.e. image.extracted_spectrum_shape.
         flux = np.zeros((image.num_traces, image.data.shape[1]), dtype=float)
         variance = np.zeros_like(flux, dtype=float)
 
         trace_ids = np.arange(1, image.num_traces + 1)
         for i, trace_id in enumerate(trace_ids):
-            yx = get_trace_region(np.isclose(image.traces, trace_id))
-            x_extent = slice(np.min(yx[1]), np.max(yx[1]) + 1)  # get the horizontal (x) extent of the trace.
-            flux[i, x_extent] = self.extract_order(image.data[yx], image.weights[yx])
-            variance[i, x_extent] = self.extract_order(image.uncertainty[yx] ** 2, image.weights[yx] ** 2)
+            this_trace = get_trace_region(np.isclose(image.traces, trace_id))
+            # get the horizontal (x) extent of the trace. Consider making this a get_extent function.
+            x_extent = slice(np.min(this_trace[1]), np.max(this_trace[1]) + 1)
+            flux[i, x_extent] = self.extract_order(image.data[this_trace], image.weights[this_trace])
+            variance[i, x_extent] = self.extract_order(image.uncertainty[this_trace] ** 2, image.weights[this_trace] ** 2)
 
         image.spectrum = Table({'id': trace_ids, 'flux': flux, 'uncertainty': np.sqrt(variance)})
         return image
diff --git a/banzai_nres/tests/test_extract.py b/banzai_nres/tests/test_extract.py
index 74e99e07..caf7187b 100644
--- a/banzai_nres/tests/test_extract.py
+++ b/banzai_nres/tests/test_extract.py
@@ -135,17 +135,18 @@ def two_order_image():
     image.traces = traces
     return image
 
+
 def five_hundred_square_image(maxflux,number_traces,trace_width, read_noise=10):
-    traces = np.zeros((500,500))
+    traces = np.zeros((500, 500))
     data = np.ones_like(traces, dtype=float)
     profile = np.zeros_like(traces, dtype=float)
-    ix = np.arange(0,trace_width)
-    for i in range (0,number_traces): 
-        traces[50*i:50*i+trace_width,:]=i
-        for j in range (0,trace_width):
-            data[50*i+j,:]+=maxflux*np.exp((-1.)*(ix[j]-trace_width/2.)**2/(trace_width/6.)**2)
-        for j in range (0,trace_width):
-            profile[50*i+j,:]=data[50*i+j,:]/np.sum(data[50*i:50*i+trace_width,0])
+    ix = np.arange(0, trace_width)
+    for i in range(0, number_traces):
+        traces[50 * i:50 * i + trace_width, :] = i
+        for j in range(0,trace_width):
+            data[50 * i + j, :] += maxflux * np.exp((-1.) * (ix[j]-trace_width/2.) ** 2/(trace_width/6.)**2)
+        for j in range(0, trace_width):
+            profile[50 * i + j, :] = data[50 * i + j, :] / np.sum(data[50 * i: 50 * i + trace_width, 0])
 
     data += np.random.poisson(data)
     data += np.random.normal(0.0, read_noise, size=data.shape)
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
new file mode 100644
index 00000000..fe601026
--- /dev/null
+++ b/banzai_nres/tests/test_wavelength.py
@@ -0,0 +1,30 @@
+import numpy as np
+from scipy.ndimage.morphology import binary_dilation
+from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
+from scipy.ndimage import gaussian_filter
+import pytest
+
+
+class TestIdentifyFeatures:
+    sigma = 1.0
+    data = np.zeros((100, 100))
+    err = np.ones_like(data)
+    coords = [10, 30, 50, 70]  # 4 features
+    data[coords, coords] = 1
+    data = gaussian_filter(data, sigma=sigma)
+    data /= np.max(data) # make features have peak fluxes of 1
+
+    def test_finds_features(self):
+        features = identify_features(self.data, self.err, nsigma=0.5, fwhm=self.sigma)
+        assert np.allclose(features['peak'], 1, atol=0.001)
+        assert np.allclose(features['pixel'], [10, 30, 50, 70], atol=0.001)
+        assert np.allclose(features['ycentroid'], [10, 30, 50, 70], atol=0.001)
+        assert len(features) == 4
+
+    def test_ignores_features(self):
+        features = identify_features(self.data, self.err, nsigma=1.5, fwhm=self.sigma)
+        assert len(features) == 0
+
+
+def test_group_features_by_trace():
+    assert True
\ No newline at end of file
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
new file mode 100644
index 00000000..c1c961bf
--- /dev/null
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -0,0 +1,38 @@
+import numpy as np
+from photutils import DAOStarFinder
+from astropy.table import Table
+
+
+def identify_features(data, err, mask=None, nsigma=2., fwhm=6.0, **kwargs):
+    """
+    :param data: 2d ndarray. The data to identify features (e.g. ThAr emission lines) on.
+    :param err: 2d ndarray. The standard 1-sigma error for data.
+    :param mask: 2b ndarray, the same shape as data. Masked values take a value of 1.
+    :param nsigma: minimum multiple above the read noise (calculated via np.min(err)) for a feature to be cataloged.
+    :param fwhm: The full-width half-maximum (FWHM) of the major axis of the Gaussian kernel in units of pixels.
+                 Features with fwhm below this will not be counted.
+    :param kwargs: extra key word arguments to pass to photutils.DAOStarFinder, e.g. theta .
+    :return: features. Table.
+             catalog of features (e.g. emission lines). features['xcentroid'][j] gives the horizontal pixel position
+             of the jth feature. features['ycentroid'][j] gives the y pixel (vertical) position of the jth feature.
+    """
+    daofind = DAOStarFinder(fwhm=fwhm, threshold=np.nanmin(err) * nsigma, exclude_border=True, **kwargs)
+    features = daofind(data, mask=mask)
+    if features is None:
+        features = Table({'xcentroid': [], 'ycentroid': [], 'flux': []})
+    features['pixel'] = features['xcentroid']  # because xwavecal uses 'pixel' as the coordinate key.
+
+    # TODO DAOStarFind uses flux = peak/threshold. We want the total flux in the line. So features['flux'] is not
+    #  yet appropriate. Expect the overlap fitting to fail.
+    #features['flux'] = sum_flux(features['xcentroid'], ['ycentroid'], data, mask, fwhm=fwhm)
+    return features
+
+
+def group_features_by_trace(features, traces):
+    """
+    :return: features.
+             where features['id'][j] gives the id number of the trace that the feature falls in.
+    """
+    features['id'] = traces[features['ycentroid'].astype(int), features['xcentroid'].astype(int)]
+    return features
+
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index a75063b2..9a8c3c60 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -2,9 +2,9 @@
 
 from banzai.stages import Stage
 from banzai_nres.frames import EchelleSpectralCCDData
+from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
 from xwavecal.wavelength import wavelength_calibrate, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
-from scipy.ndimage import map_coordinates
 import logging
 
 logger = logging.getLogger('banzai')
@@ -26,7 +26,7 @@ class WavelengthLoader(Stage):
     (new wavelengths will be created from scratch in WavelengthCalibrate).
     """
     def do_stage(self, image: EchelleSpectralCCDData):
-        if not traces.blind_solve:
+        if not image.traces.blind_solve:
             # load in ref_id column.
             # load in wavelengths
 
@@ -40,19 +40,21 @@ class WavelengthCalibrate(Stage):
     def do_stage(self, image: EchelleSpectralCCDData):
         # image.spectrum = Table({'id': trace_ids, 'flux': flux, 'uncertainty': np.sqrt(variance)})
         # identify emission lines and get (pixel, order) positions.
+        features = identify_features(image.data, image.uncertainty, image.mask, nsigma=5.0, fwhm=6.0)
         # helps to have flat fielded emission line fluxes.
-        pixel, order = np.arange(image.data.shape[1]), np.arange(num_orders)
+        fiber, ref_id, measured_lines, line_list = None, None, None, None
+        pixel, order = np.arange(image.data.shape[1]), np.arange(len(image.spectrum[image.spectrum['fiber'] == fiber]))
         if ref_id is None:
             # reidentify reference ids.
             # blind solve for the wavelengths of the emission lines
             measured_lines['wavelength'] = wavelength_calibrate(measured_lines, line_list, pixel, order,
                                                                 principle_order_number=NRES_PRINCIPLE_ORDER_NUMBER)
         else:
-            # adopt wavelengths for the emission lines from the existing solution
-            measured_lines['wavelength'] = map_coordinates(image.wavelengths,
-                                                           [measured_lines['order'], measured_lines['pixel']],
-                                                           order=1, prefilter=False)
-        image.spectrum['wavelength'] = self.recalibrate(measured_lines, line_list, pixel, order)
+            # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
+            # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
+            measured_lines['wavelength'] = image.wavelengths[measured_lines['order'].astype(int),
+                                                             measured_lines['pixel'].astype(int)]
+        wavelength_solution = self.recalibrate(measured_lines, line_list, pixel, order)
         # do some qc checks. Throw warnings necessary.
         return image
 
@@ -63,8 +65,11 @@ def recalibrate(self, measured_lines, line_list, pixel, order):
         :param line_list:
         :param pixel:
         :param order:
-        :return: ndarray, wavelengths. Where wavelengths.shape = (len(order), len(pixel)).
-        array of wavelengths for the extracted spectrum.
+        :return: wavelength_solution. xwavecal.wavelength.WavelengthSolution.
+        wavelength_solution(x, order) will give the wavelength of the len(x) points with pixel and order coordinates
+        x and order, respectively.
+        where x and order are ndarray's of the same shape.
+
         """
         wavelength_solution = WavelengthSolution(model=MODELS.get('final_wavelength_model'),
                                                  min_order=np.min(order), max_order=np.max(order),
@@ -72,5 +77,8 @@ def recalibrate(self, measured_lines, line_list, pixel, order):
                                                  measured_lines=measured_lines, reference_lines=line_list,
                                                  m0=NRES_PRINCIPLE_ORDER_NUMBER)
         wavelengths_to_fit = find_nearest(measured_lines['wavelength'], np.sort(line_list))
-        wavelength_solution.model_coefficients = wavelength_solution.solve(measured_lines, wavelengths_to_fit)
-        return wavelength_solution(pixel, order)
+        weights = np.zeros_like(wavelengths_to_fit, dtype=float)
+        # fit lines who have less than 0.1 angstrom error
+        weights[np.isclose(wavelengths_to_fit, measured_lines['wavelength'], atol=0.1)] = 1
+        wavelength_solution.model_coefficients = wavelength_solution.solve(measured_lines, wavelengths_to_fit, weights=weights)
+        return wavelength_solution

From 78a286c4e04179ca43cfbb049f7ba738a4e088c7 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Tue, 24 Mar 2020 17:52:31 -0700
Subject: [PATCH 005/303] unit tests for group_features_by_trace and
 identify_features

---
 banzai_nres/tests/test_wavelength.py  | 6 ++++--
 banzai_nres/utils/wavelength_utils.py | 4 ++--
 banzai_nres/wavelength.py             | 5 ++++-
 3 files changed, 10 insertions(+), 5 deletions(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index fe601026..52281fa2 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -1,5 +1,4 @@
 import numpy as np
-from scipy.ndimage.morphology import binary_dilation
 from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
 from scipy.ndimage import gaussian_filter
 import pytest
@@ -27,4 +26,7 @@ def test_ignores_features(self):
 
 
 def test_group_features_by_trace():
-    assert True
\ No newline at end of file
+    traces = np.array([[0, 0, 1, 1], [2, 2, 0, 0]])
+    features = {'xcentroid': [0, 2, 0, 2], 'ycentroid': [0, 0, 1, 1]}
+    features = group_features_by_trace(features, traces)
+    assert np.allclose(features['id'], [0, 1, 2, 0])
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index c1c961bf..c2efb020 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -23,7 +23,7 @@ def identify_features(data, err, mask=None, nsigma=2., fwhm=6.0, **kwargs):
     features['pixel'] = features['xcentroid']  # because xwavecal uses 'pixel' as the coordinate key.
 
     # TODO DAOStarFind uses flux = peak/threshold. We want the total flux in the line. So features['flux'] is not
-    #  yet appropriate. Expect the overlap fitting to fail.
+    #  yet appropriate. Expect the overlap fitting to fail. We really should 2d extract the flux in each source.
     #features['flux'] = sum_flux(features['xcentroid'], ['ycentroid'], data, mask, fwhm=fwhm)
     return features
 
@@ -33,6 +33,6 @@ def group_features_by_trace(features, traces):
     :return: features.
              where features['id'][j] gives the id number of the trace that the feature falls in.
     """
-    features['id'] = traces[features['ycentroid'].astype(int), features['xcentroid'].astype(int)]
+    features['id'] = traces[np.array(features['ycentroid'], dtype=int), np.array(features['xcentroid'], dtype=int)]
     return features
 
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 9a8c3c60..172d6bd1 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -27,6 +27,7 @@ class WavelengthLoader(Stage):
     """
     def do_stage(self, image: EchelleSpectralCCDData):
         if not image.traces.blind_solve:
+            pass
             # load in ref_id column.
             # load in wavelengths
 
@@ -41,6 +42,8 @@ def do_stage(self, image: EchelleSpectralCCDData):
         # image.spectrum = Table({'id': trace_ids, 'flux': flux, 'uncertainty': np.sqrt(variance)})
         # identify emission lines and get (pixel, order) positions.
         features = identify_features(image.data, image.uncertainty, image.mask, nsigma=5.0, fwhm=6.0)
+        features = group_features_by_trace(features, image.traces)
+        features = features[features['id'] != 0]  # throw out features that are outside of any trace.
         # helps to have flat fielded emission line fluxes.
         fiber, ref_id, measured_lines, line_list = None, None, None, None
         pixel, order = np.arange(image.data.shape[1]), np.arange(len(image.spectrum[image.spectrum['fiber'] == fiber]))
@@ -55,7 +58,7 @@ def do_stage(self, image: EchelleSpectralCCDData):
             measured_lines['wavelength'] = image.wavelengths[measured_lines['order'].astype(int),
                                                              measured_lines['pixel'].astype(int)]
         wavelength_solution = self.recalibrate(measured_lines, line_list, pixel, order)
-        # do some qc checks. Throw warnings necessary.
+        # do some qc checks. Throw warnings when necessary.
         return image
 
     def recalibrate(self, measured_lines, line_list, pixel, order):

From 27b29160b448fcc5b49d8102f2e89e147fc6e953 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 25 Mar 2020 10:34:22 -0700
Subject: [PATCH 006/303] aperture extract function for getting the intensity
 in each line

---
 banzai_nres/tests/test_wavelength.py  |  7 ++++++-
 banzai_nres/utils/wavelength_utils.py | 30 +++++++++++++++++++++++----
 banzai_nres/wavelength.py             |  3 ++-
 3 files changed, 34 insertions(+), 6 deletions(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 52281fa2..b9d10337 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -1,5 +1,5 @@
 import numpy as np
-from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
+from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, aperture_extract
 from scipy.ndimage import gaussian_filter
 import pytest
 
@@ -24,6 +24,11 @@ def test_ignores_features(self):
         features = identify_features(self.data, self.err, nsigma=1.5, fwhm=self.sigma)
         assert len(features) == 0
 
+    def test_aperture_extract(self):
+        fluxes = aperture_extract(self.coords, self.coords, self.data, aperture_width=self.sigma * 10)
+        # assert the summed flux is the expected flux for a 2d (unnormalized) gaussian.
+        assert np.allclose(fluxes, 2 * np.pi * self.sigma**2, rtol=1E-4)
+
 
 def test_group_features_by_trace():
     traces = np.array([[0, 0, 1, 1], [2, 2, 0, 0]])
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index c2efb020..c8e82580 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -21,10 +21,6 @@ def identify_features(data, err, mask=None, nsigma=2., fwhm=6.0, **kwargs):
     if features is None:
         features = Table({'xcentroid': [], 'ycentroid': [], 'flux': []})
     features['pixel'] = features['xcentroid']  # because xwavecal uses 'pixel' as the coordinate key.
-
-    # TODO DAOStarFind uses flux = peak/threshold. We want the total flux in the line. So features['flux'] is not
-    #  yet appropriate. Expect the overlap fitting to fail. We really should 2d extract the flux in each source.
-    #features['flux'] = sum_flux(features['xcentroid'], ['ycentroid'], data, mask, fwhm=fwhm)
     return features
 
 
@@ -36,3 +32,29 @@ def group_features_by_trace(features, traces):
     features['id'] = traces[np.array(features['ycentroid'], dtype=int), np.array(features['xcentroid'], dtype=int)]
     return features
 
+
+def aperture_extract(x, y, data, aperture_width, mask=None):
+    """
+    Extract all flux within the aperture of (width, height) = (aperture_width, aperture_width)
+    around each point given by x and y.
+    :param x: ndarray, column indices of each extraction point in data.
+    :param y: ndarray, row indices of each extraction point in data.
+    :param data: 2d ndarray. data where (x[i], y[i]) is the coordinate of the ith source of interest.
+    :param mask: 2d ndarray. Same shape as data. Masked values take a value of 1.
+    :param aperture_width: int. The width (and height) of the box around each point (x[i], y[i]) where flux will be summed.
+    :return: flux. ndarray. Same shape as x and y. Summed flux around each point x and y, in order of the points.
+    """
+    if mask is None:
+        mask = np.zeros_like(data)
+    # ignore masked points in the sum
+    masked_data = np.zeros_like(data, dtype=float)
+    masked_data[np.isclose(mask, 0)] = data[np.isclose(mask, 0)]
+    # get the set of coordinates to extract
+    hw = max(int(aperture_width/2), 1)
+    xoffsets, yoffsets = np.meshgrid(np.arange(-hw, hw+1), np.arange(-hw, hw+1))
+    #
+    fluxes = np.zeros_like(x, dtype=float)
+    x_int, y_int = np.array(x, dtype=int), np.array(y, dtype=int)
+    for deltax, deltay in zip(xoffsets.ravel(), yoffsets.ravel()):
+        fluxes += data[y_int + deltay, x_int + deltax]
+    return fluxes
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 172d6bd1..1412fdfb 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -2,7 +2,7 @@
 
 from banzai.stages import Stage
 from banzai_nres.frames import EchelleSpectralCCDData
-from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
+from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, aperture_extract
 from xwavecal.wavelength import wavelength_calibrate, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
 import logging
@@ -44,6 +44,7 @@ def do_stage(self, image: EchelleSpectralCCDData):
         features = identify_features(image.data, image.uncertainty, image.mask, nsigma=5.0, fwhm=6.0)
         features = group_features_by_trace(features, image.traces)
         features = features[features['id'] != 0]  # throw out features that are outside of any trace.
+        features['flux'] = aperture_extract(features['xcentroid'], features['ycentroid'], image.data, image.mask, aperture_width=6.0)
         # helps to have flat fielded emission line fluxes.
         fiber, ref_id, measured_lines, line_list = None, None, None, None
         pixel, order = np.arange(image.data.shape[1]), np.arange(len(image.spectrum[image.spectrum['fiber'] == fiber]))

From 0146e8be02b3643fef0e993b506d93afa3b4281d Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 25 Mar 2020 10:56:50 -0700
Subject: [PATCH 007/303] broke up feature identification into its own stage.

---
 banzai_nres/wavelength.py | 60 ++++++++++++++++++++++++++-------------
 1 file changed, 40 insertions(+), 20 deletions(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 1412fdfb..9f34daf6 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -17,6 +17,7 @@
                                      2: [0, 1, 2, 3, 4, 5],
                                      3: [0, 1, 2, 3, 4, 5],
                                      4: [0]}}
+EMISSION_FEATURE_SIZE = 6.0 # pixels
 
 
 class WavelengthLoader(Stage):
@@ -39,26 +40,27 @@ class WavelengthCalibrate(Stage):
     We lightly recalibrate the wavelength calibration if the arc has reference id's assigned to each trace.
     """
     def do_stage(self, image: EchelleSpectralCCDData):
-        # image.spectrum = Table({'id': trace_ids, 'flux': flux, 'uncertainty': np.sqrt(variance)})
-        # identify emission lines and get (pixel, order) positions.
-        features = identify_features(image.data, image.uncertainty, image.mask, nsigma=5.0, fwhm=6.0)
-        features = group_features_by_trace(features, image.traces)
-        features = features[features['id'] != 0]  # throw out features that are outside of any trace.
-        features['flux'] = aperture_extract(features['xcentroid'], features['ycentroid'], image.data, image.mask, aperture_width=6.0)
-        # helps to have flat fielded emission line fluxes.
-        fiber, ref_id, measured_lines, line_list = None, None, None, None
-        pixel, order = np.arange(image.data.shape[1]), np.arange(len(image.spectrum[image.spectrum['fiber'] == fiber]))
-        if ref_id is None:
-            # reidentify reference ids.
-            # blind solve for the wavelengths of the emission lines
-            measured_lines['wavelength'] = wavelength_calibrate(measured_lines, line_list, pixel, order,
-                                                                principle_order_number=NRES_PRINCIPLE_ORDER_NUMBER)
-        else:
-            # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
-            # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
-            measured_lines['wavelength'] = image.wavelengths[measured_lines['order'].astype(int),
-                                                             measured_lines['pixel'].astype(int)]
-        wavelength_solution = self.recalibrate(measured_lines, line_list, pixel, order)
+        # load ref_id, id, fibers from Arc lamp
+        ref_id = None
+        id = None
+        fibers = None
+        for fiber in list(set(fibers)):
+            pixel, order = np.arange(image.data.shape[1]), np.sort(ref_id[fibers == fiber])
+            if ref_id is None:
+                # reidentify reference ids.
+                # blind solve for the wavelengths of the emission lines
+                measured_lines['wavelength'] = wavelength_calibrate(measured_lines, line_list, pixel, order,
+                                                                    principle_order_number=NRES_PRINCIPLE_ORDER_NUMBER)
+            else:
+                # assign each feature the correct reference id (order) and fiber:
+                image.features['order'], image.features['fiber'] = ref_id[image.features['id'] - 1], fibers[
+                    image.features['id'] - 1]
+                # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
+                # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
+                measured_lines['wavelength'] = image.wavelengths[measured_lines['order'].astype(int),
+                                                                 measured_lines['pixel'].astype(int)]
+            wavelength_solution = self.recalibrate(measured_lines, line_list, pixel, order)
+        # evaluate wavelenlgth_solution at every point in the trace
         # do some qc checks. Throw warnings when necessary.
         return image
 
@@ -86,3 +88,21 @@ def recalibrate(self, measured_lines, line_list, pixel, order):
         weights[np.isclose(wavelengths_to_fit, measured_lines['wavelength'], atol=0.1)] = 1
         wavelength_solution.model_coefficients = wavelength_solution.solve(measured_lines, wavelengths_to_fit, weights=weights)
         return wavelength_solution
+
+
+class IdentifyFeatures(Stage):
+    """
+    Stage to identify all sharp emission-like features on an Arc lamp frame.
+    """
+    def do_stage(self, image: EchelleSpectralCCDData):
+        # identify emission feature (pixel, order) positions.
+        features = identify_features(image.data, image.uncertainty, image.mask, nsigma=5.0, fwhm=EMISSION_FEATURE_SIZE)
+        features = group_features_by_trace(features, image.traces)
+        features = features[features['id'] != 0]  # throw out features that are outside of any trace.
+        # get total flux in each emission feature
+        features['flux'] = aperture_extract(features['xcentroid'], features['ycentroid'], image.data,
+                                            aperture_width=EMISSION_FEATURE_SIZE, mask=image.mask)
+        # blaze correct the emission features fluxes. This speeds up and improves overlap fitting in xwavecal.
+        features['corrected_flux'] = features['flux'] / image.blaze['blaze'][features['id'],
+                                                                             np.array(features['xcentroid'], dtype=int)]
+        image.features = features
\ No newline at end of file

From 10a638c660321eadbb9a853ff8d48abe01d73aa3 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 25 Mar 2020 11:34:49 -0700
Subject: [PATCH 008/303] replaced aperture extract function with
 sep.sum_circle

---
 banzai_nres/tests/test_wavelength.py  | 41 +++++++++++++++++++++++----
 banzai_nres/utils/wavelength_utils.py | 27 ------------------
 banzai_nres/wavelength.py             | 20 +++++++++----
 3 files changed, 50 insertions(+), 38 deletions(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index b9d10337..4b27cb51 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -1,6 +1,10 @@
 import numpy as np
-from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, aperture_extract
+from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
+from banzai_nres.wavelength import IdentifyFeatures
 from scipy.ndimage import gaussian_filter
+from banzai_nres.frames import EchelleSpectralCCDData
+from banzai import context
+import sep
 import pytest
 
 
@@ -16,19 +20,46 @@ class TestIdentifyFeatures:
     def test_finds_features(self):
         features = identify_features(self.data, self.err, nsigma=0.5, fwhm=self.sigma)
         assert np.allclose(features['peak'], 1, atol=0.001)
-        assert np.allclose(features['pixel'], [10, 30, 50, 70], atol=0.001)
-        assert np.allclose(features['ycentroid'], [10, 30, 50, 70], atol=0.001)
+        assert np.allclose(features['pixel'], self.coords, atol=0.001)
+        assert np.allclose(features['ycentroid'], self.coords, atol=0.001)
         assert len(features) == 4
 
     def test_ignores_features(self):
         features = identify_features(self.data, self.err, nsigma=1.5, fwhm=self.sigma)
         assert len(features) == 0
 
-    def test_aperture_extract(self):
-        fluxes = aperture_extract(self.coords, self.coords, self.data, aperture_width=self.sigma * 10)
+    def test_extract(self):
+        # small test to make sure sep.sum_circle is behaving.
+        fluxes, _, _ = sep.sum_circle(self.data, self.coords, self.coords, 10 * self.sigma, gain=1.0, err=self.err)
         # assert the summed flux is the expected flux for a 2d (unnormalized) gaussian.
         assert np.allclose(fluxes, 2 * np.pi * self.sigma**2, rtol=1E-4)
 
+    @pytest.mark.integration
+    def test_do_stage(self):
+        blaze_factor = 0.5
+        input_context = context.Context({})
+        image = EchelleSpectralCCDData(data=self.data, uncertainty=self.err, meta={'OBJECTS': 'tung&tung&none'},
+                                       traces=np.ones_like(self.data, dtype=int),
+                                       blaze={'blaze': blaze_factor * np.ones_like(self.data, dtype=int)})
+        stage = IdentifyFeatures(input_context)
+        stage.fwhm, stage.nsigma = self.sigma, 0.5
+        image = stage.do_stage(image)
+        assert np.allclose(image.features['corrected_flux'], image.features['flux'] / blaze_factor, rtol=1E-4)
+        assert np.allclose(image.features['pixel'], self.coords, atol=0.001)
+        assert np.allclose(image.features['ycentroid'], self.coords, atol=0.001)
+        assert np.allclose(image.features['id'], 1)
+
+    @pytest.mark.integration
+    def test_do_stage_on_empty_features(self):
+        input_context = context.Context({})
+        image = EchelleSpectralCCDData(data=self.data, uncertainty=self.err, meta={'OBJECTS': 'tung&tung&none'},
+                                       traces=np.ones_like(self.data, dtype=int),
+                                       blaze={'blaze': np.ones_like(self.data, dtype=int)})
+        stage = IdentifyFeatures(input_context)
+        stage.fwhm, stage.nsigma = self.sigma, 1.5
+        image = stage.do_stage(image)
+        assert len(image.features) == 0
+
 
 def test_group_features_by_trace():
     traces = np.array([[0, 0, 1, 1], [2, 2, 0, 0]])
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index c8e82580..15a0edaa 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -31,30 +31,3 @@ def group_features_by_trace(features, traces):
     """
     features['id'] = traces[np.array(features['ycentroid'], dtype=int), np.array(features['xcentroid'], dtype=int)]
     return features
-
-
-def aperture_extract(x, y, data, aperture_width, mask=None):
-    """
-    Extract all flux within the aperture of (width, height) = (aperture_width, aperture_width)
-    around each point given by x and y.
-    :param x: ndarray, column indices of each extraction point in data.
-    :param y: ndarray, row indices of each extraction point in data.
-    :param data: 2d ndarray. data where (x[i], y[i]) is the coordinate of the ith source of interest.
-    :param mask: 2d ndarray. Same shape as data. Masked values take a value of 1.
-    :param aperture_width: int. The width (and height) of the box around each point (x[i], y[i]) where flux will be summed.
-    :return: flux. ndarray. Same shape as x and y. Summed flux around each point x and y, in order of the points.
-    """
-    if mask is None:
-        mask = np.zeros_like(data)
-    # ignore masked points in the sum
-    masked_data = np.zeros_like(data, dtype=float)
-    masked_data[np.isclose(mask, 0)] = data[np.isclose(mask, 0)]
-    # get the set of coordinates to extract
-    hw = max(int(aperture_width/2), 1)
-    xoffsets, yoffsets = np.meshgrid(np.arange(-hw, hw+1), np.arange(-hw, hw+1))
-    #
-    fluxes = np.zeros_like(x, dtype=float)
-    x_int, y_int = np.array(x, dtype=int), np.array(y, dtype=int)
-    for deltax, deltay in zip(xoffsets.ravel(), yoffsets.ravel()):
-        fluxes += data[y_int + deltay, x_int + deltax]
-    return fluxes
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 9f34daf6..d31d0f65 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -2,9 +2,10 @@
 
 from banzai.stages import Stage
 from banzai_nres.frames import EchelleSpectralCCDData
-from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, aperture_extract
+from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
 from xwavecal.wavelength import wavelength_calibrate, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
+import sep
 import logging
 
 logger = logging.getLogger('banzai')
@@ -94,15 +95,22 @@ class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
+    nsigma = 5.0
+    fwhm = EMISSION_FEATURE_SIZE
+
     def do_stage(self, image: EchelleSpectralCCDData):
         # identify emission feature (pixel, order) positions.
-        features = identify_features(image.data, image.uncertainty, image.mask, nsigma=5.0, fwhm=EMISSION_FEATURE_SIZE)
+        features = identify_features(image.data, image.uncertainty, image.mask, nsigma=self.nsigma, fwhm=self.fwhm)
         features = group_features_by_trace(features, image.traces)
         features = features[features['id'] != 0]  # throw out features that are outside of any trace.
-        # get total flux in each emission feature
-        features['flux'] = aperture_extract(features['xcentroid'], features['ycentroid'], image.data,
-                                            aperture_width=EMISSION_FEATURE_SIZE, mask=image.mask)
+        # mask data
+        masked_data, masked_err = np.copy(image.data), np.copy(image.uncertainty)
+        masked_data[image.mask], masked_err[image.mask] = 0, 0
+        # get total flux in each emission feature. For now just sum_circle, although we should use sum_ellipse.
+        features['flux'], features['fluxerr'], _ = sep.sum_circle(masked_data, features['xcentroid'], features['ycentroid'],
+                                                                  self.fwhm, gain=1.0, err=masked_err)
         # blaze correct the emission features fluxes. This speeds up and improves overlap fitting in xwavecal.
         features['corrected_flux'] = features['flux'] / image.blaze['blaze'][features['id'],
                                                                              np.array(features['xcentroid'], dtype=int)]
-        image.features = features
\ No newline at end of file
+        image.features = features
+        return image

From d712fc08a0269852f079d2e8653c7c862287d35d Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 25 Mar 2020 12:47:28 -0700
Subject: [PATCH 009/303] added line list loader stage and stacker stages.
 Added to list of stages to do. More fleshed out skeleton for wavelength
 calibration

---
 banzai_nres/flats.py      |  2 -
 banzai_nres/frames.py     |  1 +
 banzai_nres/settings.py   | 22 +++++++--
 banzai_nres/wavelength.py | 99 ++++++++++++++++++++++++++++++---------
 4 files changed, 96 insertions(+), 28 deletions(-)

diff --git a/banzai_nres/flats.py b/banzai_nres/flats.py
index 0278a089..e8cad7e3 100644
--- a/banzai_nres/flats.py
+++ b/banzai_nres/flats.py
@@ -1,6 +1,4 @@
 from banzai.calibrations import CalibrationStacker, CalibrationUser
-from banzai.stages import Stage
-import numpy as np
 
 
 class FlatStacker(CalibrationStacker):
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 476fba7b..b75223c3 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -112,6 +112,7 @@ def __init__(self, data: Union[np.array, Table], meta: fits.Header,
 
         self.spectrum = spectrum
         self.blaze = blaze
+        # TODO : Add image.features (or store these in CATALOG like photometry) and add image.line_list
 
 
     @property
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 79238708..35f9edae 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -15,6 +15,7 @@
                   'banzai.dark.DarkSubtractor',
                   'banzai_nres.flats.FlatLoader',
                   'banzai_nres.background.BackgroundSubtractor',
+                  'banzai_nres.wavelength.ArcLoader',
                   'banzai_nres.extract.GetOptimalExtractionWeights',
                   'banzai_nres.extract.WeightedExtract',
                   ]
@@ -41,11 +42,17 @@
 
 LAST_STAGE = {'BIAS': 'banzai.trim.Trimmer',
               'DARK': 'banzai.bias.BiasSubtractor',
-              'LAMPFLAT': 'banzai.dark.DarkSubtractor', 'TARGET': None, 'DOUBLE': None}
+              'LAMPFLAT': 'banzai.dark.DarkSubtractor',
+              'DOUBLE': 'banzai.dark.DarkSubtractor',
+              'TARGET': None,
+              }
 
 EXTRA_STAGES = {'BIAS': ['banzai.bias.BiasMasterLevelSubtractor', 'banzai.bias.BiasComparer'],
                 'DARK': ['banzai.dark.DarkNormalizer', 'banzai.dark.DarkComparer'],
-                'LAMPFLAT': [], 'TARGET': None, 'DOUBLE': None}
+                'LAMPFLAT': [],
+                'DOUBLE': [],
+                'TARGET': None,
+                }
 
 CALIBRATION_STACKER_STAGES = {'BIAS': ['banzai.bias.BiasMaker'],
                               'DARK': ['banzai.dark.DarkMaker'],
@@ -55,7 +62,16 @@
                                            'banzai_nres.background.BackgroundSubtractor',
                                            'banzai_nres.traces.TraceRefiner',
                                            'banzai_nres.profile.ProfileFitter'
-                                           ]}
+                                           ],
+                              'DOUBLE': ['banzai_nres.wavelength.ArcStacker',  # stack
+                                         'banzai_nres.flats.FlatLoader',  # load traces
+                                         'banzai_nres.wavelength.ArcLoader',  # load wavelengths, ref_ids, etc...
+                                         'banzai_nres.wavelength.LineListLoader',  # load reference laboratory wavelengths
+                                         'banzai_nres.background.BackgroundSubtractor',
+                                         'banzai_nres.wavelength.IdentifyFeatures',
+                                         'banzai_nres.wavelength.WavelengthCalibrate',
+                                         ]
+                              }
 
 # Stack delays are expressed in seconds--namely, each is five minutes
 CALIBRATION_STACK_DELAYS = {'BIAS': 300,
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index d31d0f65..fad3bbda 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -1,12 +1,15 @@
 import numpy as np
 
 from banzai.stages import Stage
+from banzai.calibrations import CalibrationStacker, CalibrationUser
+
 from banzai_nres.frames import EchelleSpectralCCDData
 from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
 from xwavecal.wavelength import wavelength_calibrate, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
 import sep
 import logging
+import os
 
 logger = logging.getLogger('banzai')
 
@@ -18,51 +21,101 @@
                                      2: [0, 1, 2, 3, 4, 5],
                                      3: [0, 1, 2, 3, 4, 5],
                                      4: [0]}}
-EMISSION_FEATURE_SIZE = 6.0 # pixels
 
 
-class WavelengthLoader(Stage):
+class ArcStacker(CalibrationStacker):
+    def __init__(self, runtime_context):
+        super(ArcStacker, self).__init__(runtime_context)
+
+    @property
+    def calibration_type(self):
+        return 'DOUBLE'
+
+
+class ArcLoader(CalibrationUser):
     """
     Loads the wavelengths and reference_ids onto from the nearest Arc-emission lamp (wavelength calibration) in the db.
     If the traces have shifted (e.g. the instrument was serviced), then we do not load wavelengths nor reference ids
     (new wavelengths will be created from scratch in WavelengthCalibrate).
     """
-    def do_stage(self, image: EchelleSpectralCCDData):
-        if not image.traces.blind_solve:
-            pass
-            # load in ref_id column.
-            # load in wavelengths
+    @property
+    def calibration_type(self):
+        return 'DOUBLE'
 
+    def on_missing_master_calibration(self, image):
+        if image.obstype.upper() == 'DOUBLE':
+            return image
+        else:
+            super().on_missing_master_calibration(image)
 
-class WavelengthCalibrate(Stage):
+    def apply_master_calibration(self, image, master_calibration_image):
+        if image.traces.blind_solve:
+            return image
+        # check that the id column of arc lamp == list(set(image.traces))
+        # load in ref_id, and fibers from the arc lamp.
+        # load in wavelengths
+        return image
+
+
+class LineListLoader(CalibrationUser):
+    """
+    Loads the reference line list for wavelength calibration
+    """
+    @property
+    def calibration_type(self):
+        return 'LINELIST'
+
+    def do_stage(self, image):
+        master_calibration_file_info = self.get_calibration_file_info(image)
+        if master_calibration_file_info is None:
+            return self.on_missing_master_calibration(image)
+        line_list = np.genfromtxt(master_calibration_file_info['path'])
+        logger.info('Applying master calibration', image=image,
+                    extra_tags={'master_calibration':  os.path.basename(master_calibration_file_info['path'])})
+        return self.apply_master_calibration(image, line_list)
+
+    def apply_master_calibration(self, image, line_list):
+        image.line_list = line_list
+        return image
+
+
+class WavelengthCalibrate(CalibrationUser):
     """
     Stage to recalibrate wavelength-calibration (e.g. arc lamp) frames.
     We re-wavelength calibrate from scratch if the Arc does not have reference id's assigned to each trace.
     We lightly recalibrate the wavelength calibration if the arc has reference id's assigned to each trace.
     """
-    def do_stage(self, image: EchelleSpectralCCDData):
-        # load ref_id, id, fibers from Arc lamp
+    @property
+    def calibration_type(self):
+        return 'REFID'
+
+    def apply_master_calibration(self, image, master_calibration_image):
         ref_id = None
         id = None
         fibers = None
+        features = image.features
+        if ref_id is None or fibers is None:
+            # assign the reference id and fibers using a cross correlation with the template, master_calibration_image
+            pass
+        # assign each feature the correct reference id (order) and fiber:
+        features['order'], features['fiber'] = ref_id[features['id'] - 1], fibers[features['id'] - 1]
         for fiber in list(set(fibers)):
             pixel, order = np.arange(image.data.shape[1]), np.sort(ref_id[fibers == fiber])
-            if ref_id is None:
+            if image.wavelengths is None:
                 # reidentify reference ids.
                 # blind solve for the wavelengths of the emission lines
-                measured_lines['wavelength'] = wavelength_calibrate(measured_lines, line_list, pixel, order,
-                                                                    principle_order_number=NRES_PRINCIPLE_ORDER_NUMBER)
+                features['wavelength'] = wavelength_calibrate(features, image.line_list, pixel, order,
+                                                              principle_order_number=NRES_PRINCIPLE_ORDER_NUMBER)
             else:
-                # assign each feature the correct reference id (order) and fiber:
-                image.features['order'], image.features['fiber'] = ref_id[image.features['id'] - 1], fibers[
-                    image.features['id'] - 1]
+
                 # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
                 # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
-                measured_lines['wavelength'] = image.wavelengths[measured_lines['order'].astype(int),
-                                                                 measured_lines['pixel'].astype(int)]
-            wavelength_solution = self.recalibrate(measured_lines, line_list, pixel, order)
-        # evaluate wavelenlgth_solution at every point in the trace
+                features['wavelength'] = image.wavelengths[features['order'].astype(int),
+                                                           features['pixel'].astype(int)]
+            wavelength_solution = self.recalibrate(features, image.line_list, pixel, order)
+        # evaluate wavelength_solution at every point in every trace
         # do some qc checks. Throw warnings when necessary.
+        image.features = features
         return image
 
     def recalibrate(self, measured_lines, line_list, pixel, order):
@@ -95,8 +148,8 @@ class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
-    nsigma = 5.0
-    fwhm = EMISSION_FEATURE_SIZE
+    nsigma = 5.0  # minimum signal to noise @ peak flux for a feature to be counted.
+    fwhm = 6.0  # minimum feature size for the feature to be counted.
 
     def do_stage(self, image: EchelleSpectralCCDData):
         # identify emission feature (pixel, order) positions.
@@ -105,7 +158,7 @@ def do_stage(self, image: EchelleSpectralCCDData):
         features = features[features['id'] != 0]  # throw out features that are outside of any trace.
         # mask data
         masked_data, masked_err = np.copy(image.data), np.copy(image.uncertainty)
-        masked_data[image.mask], masked_err[image.mask] = 0, 0
+        masked_data[np.isclose(image.mask, 1)], masked_err[np.isclose(image.mask, 1)] = 0, 0
         # get total flux in each emission feature. For now just sum_circle, although we should use sum_ellipse.
         features['flux'], features['fluxerr'], _ = sep.sum_circle(masked_data, features['xcentroid'], features['ycentroid'],
                                                                   self.fwhm, gain=1.0, err=masked_err)

From ba6b6726e83550e41cdcf0eec50d2dd7a12f2f7d Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 30 Mar 2020 10:00:26 -0700
Subject: [PATCH 010/303] Moved helm chart to inside this repo.

---
 Jenkinsfile                                   |  44 ++---
 banzai_nres/__init__.py                       |   2 +-
 docker-compose.yml                            |  14 +-
 docs/conf.py                                  |  10 +-
 helm-chart/banzai-nres-e2e/.helmignore        |  22 +++
 helm-chart/banzai-nres-e2e/Chart.yaml         |   5 +
 .../banzai-nres-e2e/templates/NOTES.txt       |  11 ++
 .../banzai-nres-e2e/templates/_helpers.tpl    |  45 +++++
 .../banzai-nres-e2e/templates/e2e_tests.yaml  | 157 ++++++++++++++++++
 helm-chart/banzai-nres-e2e/templates/pvc.yaml |  13 ++
 helm-chart/banzai-nres-e2e/values.yaml        |  17 ++
 setup.py                                      |   2 +-
 12 files changed, 306 insertions(+), 36 deletions(-)
 create mode 100644 helm-chart/banzai-nres-e2e/.helmignore
 create mode 100644 helm-chart/banzai-nres-e2e/Chart.yaml
 create mode 100644 helm-chart/banzai-nres-e2e/templates/NOTES.txt
 create mode 100644 helm-chart/banzai-nres-e2e/templates/_helpers.tpl
 create mode 100644 helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
 create mode 100644 helm-chart/banzai-nres-e2e/templates/pvc.yaml
 create mode 100644 helm-chart/banzai-nres-e2e/values.yaml

diff --git a/Jenkinsfile b/Jenkinsfile
index 0c92e5c4..82e656db 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -24,7 +24,7 @@ pipeline {
 		stage('Build image') {
 			steps {
 				script {
-					dockerImage = docker.build("${DOCKER_IMG}")
+					dockerImage = docker.build("${DOCKER_IMG}", "--pull .")
 				}
 			}
 		}
@@ -51,12 +51,12 @@ pipeline {
 			}
 		    steps {
 	            script {
-                    withKubeConfig([credentialsId: "dev-kube-config"]) {
-                        sh("helm delete banzai-nres --purge || true")
-                        sh('helm repo update && helm upgrade --install banzai-nres lco/banzai-nres ' +
+                    withKubeConfig([credentialsId: "build-dev-config"]) {
+                        sh("helm delete banzai-nres-e2e --purge || true")
+                        sh('helm repo update && helm upgrade --install banzai-nres-e2e helm-chart/banzai-nres-e2e ' +
                                 '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --namespace dev --wait --timeout=3600')
 
-                        podName = sh(script: 'kubectl -n dev get po -l app.kubernetes.io/instance=banzai-nres ' +
+                        podName = sh(script: 'kubectl get po -l app.kubernetes.io/instance=banzai-nres-e2e ' +
                                         '--sort-by=.status.startTime -o jsonpath="{.items[-1].metadata.name}"',
                                      returnStdout: true).trim()
 
@@ -73,8 +73,8 @@ pipeline {
 			}
 			steps {
 				script {
-                    withKubeConfig([credentialsId: "dev-kube-config"]) {
-						sh("kubectl exec ${podName} -c banzai-nres-listener -n dev -- " +
+                    withKubeConfig([credentialsId: "build-dev-config"]) {
+						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-bias.xml " +
 						        "-m master_bias /lco/banzai-nres/")
 					}
@@ -83,8 +83,8 @@ pipeline {
 			post {
 				always {
 					script {
-					    withKubeConfig([credentialsId: "dev-kube-config"]) {
-						    sh("kubectl cp -n dev -c banzai-nres-listener ${podName}:/home/archive/pytest-master-bias.xml " +
+					    withKubeConfig([credentialsId: "build-dev-config"]) {
+						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-master-bias.xml " +
 						            "pytest-master-bias.xml")
 						    junit "pytest-master-bias.xml"
 						}
@@ -101,8 +101,8 @@ pipeline {
 			}
 			steps {
 				script {
-                    withKubeConfig([credentialsId: "dev-kube-config"]) {
-						sh("kubectl exec ${podName} -c banzai-nres-listener -n dev -- " +
+                    withKubeConfig([credentialsId: "build-dev-config"]) {
+						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-dark.xml " +
 						        "-m master_dark /lco/banzai-nres/")
 					}
@@ -111,8 +111,8 @@ pipeline {
 			post {
 				always {
 					script {
-					    withKubeConfig([credentialsId: "dev-kube-config"]) {
-						    sh("kubectl cp -n dev -c banzai-nres-listener ${podName}:/home/archive/pytest-master-dark.xml " +
+					    withKubeConfig([credentialsId: "build-dev-config"]) {
+						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-master-dark.xml " +
 						            "pytest-master-dark.xml")
 						    junit "pytest-master-dark.xml"
 						}
@@ -129,8 +129,8 @@ pipeline {
 			}
 			steps {
 				script {
-                    withKubeConfig([credentialsId: "dev-kube-config"]) {
-						sh("kubectl exec -n dev ${podName} -c banzai-nres-listener -- " +
+                    withKubeConfig([credentialsId: "build-dev-config"]) {
+						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-flat.xml " +
 						        "-m master_flat /lco/banzai-nres/")
 					}
@@ -139,8 +139,8 @@ pipeline {
 			post {
 				always {
 					script {
-					    withKubeConfig([credentialsId: "dev-kube-config"]) {
-						    sh("kubectl cp -n dev -c banzai-nres-listener ${podName}:/home/archive/pytest-master-flat.xml " +
+					    withKubeConfig([credentialsId: "build-dev-config"]) {
+						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-master-flat.xml " +
 						            "pytest-master-flat.xml")
 						    junit "pytest-master-flat.xml"
 						}
@@ -157,8 +157,8 @@ pipeline {
 			}
 			steps {
 				script {
-                    withKubeConfig([credentialsId: "dev-kube-config"]) {
-						sh("kubectl exec -n dev ${podName} -c banzai-nres-listener -- " +
+                    withKubeConfig([credentialsId: "build-dev-config"]) {
+						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-science-frames.xml " +
 						        "-m science_frames /lco/banzai-nres/")
 					}
@@ -167,8 +167,8 @@ pipeline {
 			post {
 				always {
 					script {
-					    withKubeConfig([credentialsId: "dev-kube-config"]) {
-						    sh("kubectl cp -n dev -c banzai-nres-listener ${podName}:/home/archive/pytest-science-frames.xml " +
+					    withKubeConfig([credentialsId: "build-dev-config"]) {
+						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-science-frames.xml " +
 						            "pytest-science-frames.xml")
 						    junit "pytest-science-frames.xml"
 						}
@@ -176,7 +176,7 @@ pipeline {
 				}
 				success {
 					script {
-					    withKubeConfig([credentialsId: "dev-kube-config"]) {
+					    withKubeConfig([credentialsId: "build-dev-config"]) {
                             sh("helm delete banzai-nres --purge || true")
 					    }
 					}
diff --git a/banzai_nres/__init__.py b/banzai_nres/__init__.py
index 6d66e5b4..e9d7366b 100644
--- a/banzai_nres/__init__.py
+++ b/banzai_nres/__init__.py
@@ -3,7 +3,7 @@
 from banzai.logs import BanzaiLogger
 
 try:
-    __version__ = get_distribution('lco-banzai-nres').version
+    __version__ = get_distribution('lco-banzai-nres-e2e').version
 except DistributionNotFound:
     # package is not installed
     pass
diff --git a/docker-compose.yml b/docker-compose.yml
index 4ae540ee..87d14a06 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -18,7 +18,7 @@ services:
   banzai-nres-fits-exchange:
     image: rabbitmq:3.7.9
     network_mode: "bridge"
-    container_name: banzai-nres-fits-exchange
+    container_name: banzai-nres-e2e-fits-exchange
     mem_limit: '1g'
     logging:
       options:
@@ -27,14 +27,14 @@ services:
   banzai-nres-redis:
     image: redis:5.0.3
     network_mode: "bridge"
-    container_name: banzai-nres-redis
+    container_name: banzai-nres-e2e-redis
     labels:
       io.rancher.container.pull_image: always
     mem_limit: '1g'
   banzai-nres-celery-workers:
     image: ${NRES_DOCKER_IMG}
     network_mode: "bridge"
-    container_name: banzai-nres-celery-workers
+    container_name: banzai-nres-e2e-celery-workers
     entrypoint: ["celery", "-A", "banzai", "worker",
                  "--hostname", "banzai-celery-worker",
                  "-l", "debug", "-c", "4"]
@@ -44,7 +44,7 @@ services:
       - banzai-nres-fits-exchange
       - nres-e2e-data
     links:
-      - banzai-nres-redis:redis
+      - banzai-nres-e2e-redis:redis
     volumes_from:
       - nres-e2e-data
     environment:
@@ -63,15 +63,15 @@ services:
   banzai-nres-listener:
     image: ${NRES_DOCKER_IMG}
     network_mode: "bridge"
-    container_name: banzai-nres-listener
+    container_name: banzai-nres-e2e-listener
     mem_limit: '1g'
     depends_on:
       - banzai-nres-redis
       - banzai-nres-fits-exchange
       - nres-e2e-data
     links:
-      - banzai-nres-fits-exchange:broker
-      - banzai-nres-redis:redis
+      - banzai-nres-e2e-fits-exchange:broker
+      - banzai-nres-e2e-redis:redis
     entrypoint: ["banzai_nres_run_realtime_pipeline", "--fpack",
                  "--db-address=sqlite:////archive/engineering/test.db",
                  "--broker-url=broker"]
diff --git a/docs/conf.py b/docs/conf.py
index 6196e717..3a232a2a 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -19,7 +19,7 @@
 
 # -- Project information -----------------------------------------------------
 
-project = 'banzai-nres'
+project = 'banzai-nres-e2e'
 copyright = '2018, Curtis McCully and Mirek Brandt'
 author = 'Curtis McCully and Mirek Brandt'
 
@@ -132,7 +132,7 @@
 # (source start file, target name, title,
 #  author, documentclass [howto, manual, or own class]).
 latex_documents = [
-    (master_doc, 'banzai-nres.tex', 'banzai-nres Documentation',
+    (master_doc, 'banzai-nres-e2e.tex', 'banzai-nres-e2e Documentation',
      'Curtis McCully and Mirek Brandt', 'manual'),
 ]
 
@@ -142,7 +142,7 @@
 # One entry per manual page. List of tuples
 # (source start file, name, description, authors, manual section).
 man_pages = [
-    (master_doc, 'banzai-nres', 'banzai-nres Documentation',
+    (master_doc, 'banzai-nres-e2e', 'banzai-nres-e2e Documentation',
      [author], 1)
 ]
 
@@ -153,8 +153,8 @@
 # (source start file, target name, title, author,
 #  dir menu entry, description, category)
 texinfo_documents = [
-    (master_doc, 'banzai-nres', 'banzai-nres Documentation',
-     author, 'banzai-nres', 'One line description of project.',
+    (master_doc, 'banzai-nres-e2e', 'banzai-nres-e2e Documentation',
+     author, 'banzai-nres-e2e', 'One line description of project.',
      'Miscellaneous'),
 ]
 
diff --git a/helm-chart/banzai-nres-e2e/.helmignore b/helm-chart/banzai-nres-e2e/.helmignore
new file mode 100644
index 00000000..50af0317
--- /dev/null
+++ b/helm-chart/banzai-nres-e2e/.helmignore
@@ -0,0 +1,22 @@
+# Patterns to ignore when building packages.
+# This supports shell glob matching, relative path matching, and
+# negation (prefixed with !). Only one pattern per line.
+.DS_Store
+# Common VCS dirs
+.git/
+.gitignore
+.bzr/
+.bzrignore
+.hg/
+.hgignore
+.svn/
+# Common backup files
+*.swp
+*.bak
+*.tmp
+*~
+# Various IDEs
+.project
+.idea/
+*.tmproj
+.vscode/
diff --git a/helm-chart/banzai-nres-e2e/Chart.yaml b/helm-chart/banzai-nres-e2e/Chart.yaml
new file mode 100644
index 00000000..1a2d122f
--- /dev/null
+++ b/helm-chart/banzai-nres-e2e/Chart.yaml
@@ -0,0 +1,5 @@
+apiVersion: v1
+appVersion: "latest"
+description: A Helm chart for end to end tests for BANZAI-nres
+name: banzai-nres-e2e
+version: 1.0.0
diff --git a/helm-chart/banzai-nres-e2e/templates/NOTES.txt b/helm-chart/banzai-nres-e2e/templates/NOTES.txt
new file mode 100644
index 00000000..9a58a3fd
--- /dev/null
+++ b/helm-chart/banzai-nres-e2e/templates/NOTES.txt
@@ -0,0 +1,11 @@
+This chart runs the end-to-end tests for the BANZAI-NRES pipeline.
+
+This creates one rabbitmq instance to simulate the Fits Exchange and a Redis instance to act as a task queue.
+There are 2 other banzai containers, the listener and the worker containers.
+
+The chart pulls a docker image with test data that it then copies into the pod, so initialization of
+the pod can take a significant amount of time.
+
+See https://github.com/lcogt/banzai-nres for the code and documentation.
+
+Contact Curtis McCully (cmccully@lco.global) with issues.
diff --git a/helm-chart/banzai-nres-e2e/templates/_helpers.tpl b/helm-chart/banzai-nres-e2e/templates/_helpers.tpl
new file mode 100644
index 00000000..5ca91eef
--- /dev/null
+++ b/helm-chart/banzai-nres-e2e/templates/_helpers.tpl
@@ -0,0 +1,45 @@
+{{/* vim: set filetype=mustache: */}}
+{{/*
+Expand the name of the chart.
+*/}}
+{{- define "banzai-nres-e2e.name" -}}
+{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" -}}
+{{- end -}}
+
+{{/*
+Create a default fully qualified app name.
+We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec).
+If release name contains chart name it will be used as a full name.
+*/}}
+{{- define "banzai-nres-e2e.fullname" -}}
+{{- if .Values.fullnameOverride -}}
+{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" -}}
+{{- else -}}
+{{- $name := default .Chart.Name .Values.nameOverride -}}
+{{- if contains $name .Release.Name -}}
+{{- .Release.Name | trunc 63 | trimSuffix "-" -}}
+{{- else -}}
+{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" -}}
+{{- end -}}
+{{- end -}}
+{{- end -}}
+
+{{/*
+Create chart name and version as used by the chart label.
+*/}}
+{{- define "banzai-nres-e2e.chart" -}}
+{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" -}}
+{{- end -}}
+
+{{/*
+Common labels
+*/}}
+{{- define "banzai-nres-e2e.labels" -}}
+app.kubernetes.io/name: {{ include "banzai-nres-e2e.name" . }}
+helm.sh/chart: {{ include "banzai-nres-e2e.chart" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}
+{{- if .Chart.AppVersion }}
+app.kubernetes.io/version: {{ .Chart.AppVersion | quote }}
+{{- end }}
+app.kubernetes.io/managed-by: {{ .Release.Service }}
+{{- end -}}
diff --git a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
new file mode 100644
index 00000000..dfadb674
--- /dev/null
+++ b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
@@ -0,0 +1,157 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: {{ include "banzai-nres-e2e.fullname" . }}
+  labels:
+{{ include "banzai-nres-e2e.labels" . | indent 4 }}
+spec:
+  strategy:
+    type: Recreate
+  replicas: {{ .Values.replicaCount }}
+  selector:
+    matchLabels:
+      app.kubernetes.io/name: {{ include "banzai-nres-e2e.name" . }}
+      app.kubernetes.io/instance: {{ .Release.Name }}
+  template:
+    metadata:
+      labels:
+        app.kubernetes.io/name: {{ include "banzai-nres-e2e.name" . }}
+        app.kubernetes.io/instance: {{ .Release.Name }}
+    spec:
+
+      securityContext:
+        fsGroup: 10000
+
+      # Create some empty directories to be mounted within the Pod
+      volumes:
+        - name: nres-data
+          persistentVolumeClaim:
+            claimName: {{ include "banzai-nres-e2e.fullname" . }}
+
+      initContainers:
+        # When the Pod is initialized, copy all files within the container at path
+        # /archive/engineering into the empty data volume mounted at /data
+        - name: nres-data
+          image:  "{{ .Values.dataImage.repository }}:{{ .Values.dataImage.tag }}"
+          imagePullPolicy: {{ .Values.dataImage.pullPolicy}}
+          securityContext:
+            runAsUser: 10087
+            runAsGroup: 10000
+          volumeMounts:
+            - name: nres-data
+              mountPath: /data
+              readOnly: false
+          command:
+            - /bin/cp
+            - -a
+            - /archive/engineering
+            - /data/
+          resources:
+            requests:
+              cpu: "0.1"
+              memory: "128M"
+            limits:
+              cpu: "1"
+              memory: "1Gi"
+      containers:
+        - name: banzai-nres-e2e-redis
+          image: redis:5.0.3
+          imagePullPolicy: IfNotPresent
+          resources:
+            requests:
+              cpu: "0.1"
+              memory: "128M"
+            limits:
+              cpu: "1"
+              memory: "1Gi"
+        - name: banzai-nres-e2e-fits-exchange
+          image: rabbitmq:3.7.9
+          imagePullPolicy: IfNotPresent
+          resources:
+            requests:
+              cpu: "0.1"
+              memory: "128M"
+            limits:
+              cpu: "1"
+              memory: "1Gi"
+        - name: banzai-nres-e2e-celery-workers
+          image:  "{{ .Values.banzaiNRES.repository }}:{{ .Values.banzaiNRES.tag }}"
+          imagePullPolicy: IfNotPresent
+          volumeMounts:
+            - name: nres-data
+              mountPath: /archive/engineering
+              subPath: engineering
+              readOnly: false
+          env:
+            - name: DB_ADDRESS
+              value: "sqlite:////archive/engineering/test.db"
+            - name: RETRY_DELAY
+              value: "0"
+            - name: REDIS_HOST
+              value: "redis://localhost:6379/0"
+            - name: BANZAI_WORKER_LOGLEVEL
+              value: debug
+            - name: CALIBRATE_PROPOSAL_ID
+              value: "calibrate"
+            - name: LAKE_URL
+              value: "http://lake-old.lco.gtn/blocks/"
+            - name: OMP_NUM_THREADS
+              value: "2"
+            - name: FITS_EXCHANGE
+              value: "fits_files"
+            - name: OPENTSDB_PYTHON_METRICS_TEST_MODE
+              value: "1"
+          command:
+            - celery
+            - -A
+            - banzai
+            - worker
+            - --hostname
+            - "banzai-celery-worker"
+            - --concurrency
+            - "2"
+            - -l
+            - "debug"
+          resources:
+            requests:
+              cpu: "0.1"
+              memory: "4Gi"
+              ephemeral-storage: "1Gi"
+            limits:
+              cpu: "4"
+              memory: "8Gi"
+        - name: banzai-nres-e2e-listener
+          image:  "{{ .Values.banzaiNRES.repository }}:{{ .Values.banzaiNRES.tag }}"
+          imagePullPolicy:  "{{ .Values.banzaiNRES.pullPolicy }}"
+          volumeMounts:
+            - name: nres-data
+              mountPath: /archive/engineering
+              subPath: engineering
+              readOnly: false
+          env:
+            - name: DB_ADDRESS
+              value: "sqlite:////archive/engineering/test.db"
+            - name: FITS_BROKER_URL
+              value: "localhost"
+            - name: REDIS_HOST
+              value: "redis://localhost:6379/0"
+            - name: CALIBRATE_PROPOSAL_ID
+              value: "calibrate"
+            - name: LAKE_URL
+              value: "http://lake-old.lco.gtn/blocks/"
+            - name: FITS_EXCHANGE
+              value: "fits_files"
+            - name: OPENTSDB_PYTHON_METRICS_TEST_MODE
+              value: "1"
+          command:
+            - banzai_nres_run_realtime_pipeline
+            - "--db-address=sqlite:////archive/engineering/test.db"
+            - "--fpack"
+            - "--broker-url=localhost"
+          resources:
+            requests:
+              cpu: "0.1"
+              memory: "128M"
+            limits:
+              cpu: "1"
+              memory: "1Gi"
diff --git a/helm-chart/banzai-nres-e2e/templates/pvc.yaml b/helm-chart/banzai-nres-e2e/templates/pvc.yaml
new file mode 100644
index 00000000..893eed95
--- /dev/null
+++ b/helm-chart/banzai-nres-e2e/templates/pvc.yaml
@@ -0,0 +1,13 @@
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  name: {{ include "banzai-nres-e2e-e2e.fullname" . }}
+  labels:
+{{ include "banzai-nres-e2e-e2e.labels" . | indent 4 }}
+spec:
+  accessModes:
+  - ReadWriteOnce
+  resources:
+    requests:
+      storage: {{ .Values.storage.size }}
+  storageClassName: standard
diff --git a/helm-chart/banzai-nres-e2e/values.yaml b/helm-chart/banzai-nres-e2e/values.yaml
new file mode 100644
index 00000000..7eecd269
--- /dev/null
+++ b/helm-chart/banzai-nres-e2e/values.yaml
@@ -0,0 +1,17 @@
+# Default values for banzai-nres-e2e.
+# This is a YAML-formatted file.
+
+replicaCount: 1
+
+banzaiNRES:
+  repository: docker.lco.global/banzai-nres-e2e
+  tag: latest
+  pullPolicy: IfNotPresent
+
+dataImage:
+  repository: docker.lco.global/nres-pipeline-e2e-data
+  tag: 1.0.3
+  pullPolicy: IfNotPresent
+
+storage:
+  size: 50Gi
diff --git a/setup.py b/setup.py
index db7e6bdd..120c6e57 100644
--- a/setup.py
+++ b/setup.py
@@ -12,7 +12,7 @@
 from setuptools import setup, find_packages
 
 
-setup(name='lco-banzai-nres',
+setup(name='lco-banzai-nres-e2e',
       author=['Curtis McCully', 'G. Mirek Brandt', 'Marshall Johnson', 'Timothy D. Brandt'],
       author_email=['cmccully@lco.global', 'gmbrandt@ucsb.edu', '@lco.global', 'tbrandt@physics.ucsb.edu'],
       version='0.5.0',

From 177a66b13cf879e58a426b68fbd8bdf31db11516 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 30 Mar 2020 10:05:33 -0700
Subject: [PATCH 011/303] Fixed typo in creds for jenkins.

---
 Jenkinsfile | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index 82e656db..eea7347d 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -51,7 +51,7 @@ pipeline {
 			}
 		    steps {
 	            script {
-                    withKubeConfig([credentialsId: "build-dev-config"]) {
+                    withKubeConfig([credentialsId: "build-kube-config"]) {
                         sh("helm delete banzai-nres-e2e --purge || true")
                         sh('helm repo update && helm upgrade --install banzai-nres-e2e helm-chart/banzai-nres-e2e ' +
                                 '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --namespace dev --wait --timeout=3600')
@@ -73,7 +73,7 @@ pipeline {
 			}
 			steps {
 				script {
-                    withKubeConfig([credentialsId: "build-dev-config"]) {
+                    withKubeConfig([credentialsId: "build-kube-config"]) {
 						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-bias.xml " +
 						        "-m master_bias /lco/banzai-nres/")
@@ -83,7 +83,7 @@ pipeline {
 			post {
 				always {
 					script {
-					    withKubeConfig([credentialsId: "build-dev-config"]) {
+					    withKubeConfig([credentialsId: "build-kube-config"]) {
 						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-master-bias.xml " +
 						            "pytest-master-bias.xml")
 						    junit "pytest-master-bias.xml"
@@ -101,7 +101,7 @@ pipeline {
 			}
 			steps {
 				script {
-                    withKubeConfig([credentialsId: "build-dev-config"]) {
+                    withKubeConfig([credentialsId: "build-kube-config"]) {
 						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-dark.xml " +
 						        "-m master_dark /lco/banzai-nres/")
@@ -111,7 +111,7 @@ pipeline {
 			post {
 				always {
 					script {
-					    withKubeConfig([credentialsId: "build-dev-config"]) {
+					    withKubeConfig([credentialsId: "build-kube-config"]) {
 						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-master-dark.xml " +
 						            "pytest-master-dark.xml")
 						    junit "pytest-master-dark.xml"
@@ -129,7 +129,7 @@ pipeline {
 			}
 			steps {
 				script {
-                    withKubeConfig([credentialsId: "build-dev-config"]) {
+                    withKubeConfig([credentialsId: "build-kube-config"]) {
 						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-flat.xml " +
 						        "-m master_flat /lco/banzai-nres/")
@@ -139,7 +139,7 @@ pipeline {
 			post {
 				always {
 					script {
-					    withKubeConfig([credentialsId: "build-dev-config"]) {
+					    withKubeConfig([credentialsId: "build-kube-config"]) {
 						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-master-flat.xml " +
 						            "pytest-master-flat.xml")
 						    junit "pytest-master-flat.xml"
@@ -157,7 +157,7 @@ pipeline {
 			}
 			steps {
 				script {
-                    withKubeConfig([credentialsId: "build-dev-config"]) {
+                    withKubeConfig([credentialsId: "build-kube-config"]) {
 						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-science-frames.xml " +
 						        "-m science_frames /lco/banzai-nres/")
@@ -167,7 +167,7 @@ pipeline {
 			post {
 				always {
 					script {
-					    withKubeConfig([credentialsId: "build-dev-config"]) {
+					    withKubeConfig([credentialsId: "build-kube-config"]) {
 						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-science-frames.xml " +
 						            "pytest-science-frames.xml")
 						    junit "pytest-science-frames.xml"
@@ -176,7 +176,7 @@ pipeline {
 				}
 				success {
 					script {
-					    withKubeConfig([credentialsId: "build-dev-config"]) {
+					    withKubeConfig([credentialsId: "build-kube-config"]) {
                             sh("helm delete banzai-nres --purge || true")
 					    }
 					}

From f14f5595ca3a675febc276a38bc72631e0ffede8 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 30 Mar 2020 10:07:22 -0700
Subject: [PATCH 012/303] typo fix in pvc yaml.

---
 helm-chart/banzai-nres-e2e/templates/pvc.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/helm-chart/banzai-nres-e2e/templates/pvc.yaml b/helm-chart/banzai-nres-e2e/templates/pvc.yaml
index 893eed95..5afe2d75 100644
--- a/helm-chart/banzai-nres-e2e/templates/pvc.yaml
+++ b/helm-chart/banzai-nres-e2e/templates/pvc.yaml
@@ -1,9 +1,9 @@
 apiVersion: v1
 kind: PersistentVolumeClaim
 metadata:
-  name: {{ include "banzai-nres-e2e-e2e.fullname" . }}
+  name: {{ include "banzai-nres-e2e.fullname" . }}
   labels:
-{{ include "banzai-nres-e2e-e2e.labels" . | indent 4 }}
+{{ include "banzai-nres-e2e.labels" . | indent 4 }}
 spec:
   accessModes:
   - ReadWriteOnce

From 175dc66f86b7125891ee39577de4d34ce480880c Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 30 Mar 2020 10:13:01 -0700
Subject: [PATCH 013/303] Removed hard coding of dev namespace.

---
 Jenkinsfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index eea7347d..60162243 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -54,7 +54,7 @@ pipeline {
                     withKubeConfig([credentialsId: "build-kube-config"]) {
                         sh("helm delete banzai-nres-e2e --purge || true")
                         sh('helm repo update && helm upgrade --install banzai-nres-e2e helm-chart/banzai-nres-e2e ' +
-                                '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --namespace dev --wait --timeout=3600')
+                                '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --wait --timeout=3600')
 
                         podName = sh(script: 'kubectl get po -l app.kubernetes.io/instance=banzai-nres-e2e ' +
                                         '--sort-by=.status.startTime -o jsonpath="{.items[-1].metadata.name}"',

From b4b8d1cdc35b4f89a2eea1252a1c83234aa3df62 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 30 Mar 2020 10:46:00 -0700
Subject: [PATCH 014/303] Typo fix in repo name

---
 helm-chart/banzai-nres-e2e/values.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres-e2e/values.yaml b/helm-chart/banzai-nres-e2e/values.yaml
index 7eecd269..7c7e7d5f 100644
--- a/helm-chart/banzai-nres-e2e/values.yaml
+++ b/helm-chart/banzai-nres-e2e/values.yaml
@@ -4,7 +4,7 @@
 replicaCount: 1
 
 banzaiNRES:
-  repository: docker.lco.global/banzai-nres-e2e
+  repository: docker.lco.global/banzai-nres
   tag: latest
   pullPolicy: IfNotPresent
 

From eb544a51fef48e30179d5344a01bb33eb29b4a11 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 30 Mar 2020 10:55:41 -0700
Subject: [PATCH 015/303] Fixed typo in container names

---
 Jenkinsfile | 19 +++++++++----------
 1 file changed, 9 insertions(+), 10 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index 60162243..3fc0e73b 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -52,9 +52,8 @@ pipeline {
 		    steps {
 	            script {
                     withKubeConfig([credentialsId: "build-kube-config"]) {
-                        sh("helm delete banzai-nres-e2e --purge || true")
                         sh('helm repo update && helm upgrade --install banzai-nres-e2e helm-chart/banzai-nres-e2e ' +
-                                '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --wait --timeout=3600')
+                                '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --force --wait --timeout=3600')
 
                         podName = sh(script: 'kubectl get po -l app.kubernetes.io/instance=banzai-nres-e2e ' +
                                         '--sort-by=.status.startTime -o jsonpath="{.items[-1].metadata.name}"',
@@ -74,7 +73,7 @@ pipeline {
 			steps {
 				script {
                     withKubeConfig([credentialsId: "build-kube-config"]) {
-						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
+						sh("kubectl exec ${podName} -c banzai-nres-e2e-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-bias.xml " +
 						        "-m master_bias /lco/banzai-nres/")
 					}
@@ -84,7 +83,7 @@ pipeline {
 				always {
 					script {
 					    withKubeConfig([credentialsId: "build-kube-config"]) {
-						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-master-bias.xml " +
+						    sh("kubectl cp -c banzai-nres-e2e-listener ${podName}:/home/archive/pytest-master-bias.xml " +
 						            "pytest-master-bias.xml")
 						    junit "pytest-master-bias.xml"
 						}
@@ -102,7 +101,7 @@ pipeline {
 			steps {
 				script {
                     withKubeConfig([credentialsId: "build-kube-config"]) {
-						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
+						sh("kubectl exec ${podName} -c banzai-nres-e2e-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-dark.xml " +
 						        "-m master_dark /lco/banzai-nres/")
 					}
@@ -112,7 +111,7 @@ pipeline {
 				always {
 					script {
 					    withKubeConfig([credentialsId: "build-kube-config"]) {
-						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-master-dark.xml " +
+						    sh("kubectl cp -c banzai-nres-e2e-listener ${podName}:/home/archive/pytest-master-dark.xml " +
 						            "pytest-master-dark.xml")
 						    junit "pytest-master-dark.xml"
 						}
@@ -130,7 +129,7 @@ pipeline {
 			steps {
 				script {
                     withKubeConfig([credentialsId: "build-kube-config"]) {
-						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
+						sh("kubectl exec ${podName} -c banzai-nres-e2e-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-flat.xml " +
 						        "-m master_flat /lco/banzai-nres/")
 					}
@@ -140,7 +139,7 @@ pipeline {
 				always {
 					script {
 					    withKubeConfig([credentialsId: "build-kube-config"]) {
-						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-master-flat.xml " +
+						    sh("kubectl cp -c banzai-nres-e2e-listener ${podName}:/home/archive/pytest-master-flat.xml " +
 						            "pytest-master-flat.xml")
 						    junit "pytest-master-flat.xml"
 						}
@@ -158,7 +157,7 @@ pipeline {
 			steps {
 				script {
                     withKubeConfig([credentialsId: "build-kube-config"]) {
-						sh("kubectl exec ${podName} -c banzai-nres-listener -- " +
+						sh("kubectl exec ${podName} -c banzai-nres-e2e-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-science-frames.xml " +
 						        "-m science_frames /lco/banzai-nres/")
 					}
@@ -168,7 +167,7 @@ pipeline {
 				always {
 					script {
 					    withKubeConfig([credentialsId: "build-kube-config"]) {
-						    sh("kubectl cp -c banzai-nres-listener ${podName}:/home/archive/pytest-science-frames.xml " +
+						    sh("kubectl cp -c banzai-nres-e2e-listener ${podName}:/home/archive/pytest-science-frames.xml " +
 						            "pytest-science-frames.xml")
 						    junit "pytest-science-frames.xml"
 						}

From f13ab4646c1c8c7f24d73eac67b8772d3196f1a2 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 13:46:42 -0700
Subject: [PATCH 016/303] Added an initial attempt to do a helm deploy to dev.

---
 Dockerfile                                    |   2 +-
 Jenkinsfile                                   |  19 ++-
 banzai_nres/frames.py                         |  15 +-
 banzai_nres/main.py                           |  23 ++-
 banzai_nres/settings.py                       |   2 +
 .../banzai-nres-e2e/templates/e2e_tests.yaml  |   2 +
 helm-chart/banzai-nres/.helmignore            |  22 +++
 helm-chart/banzai-nres/Chart.yaml             |   5 +
 helm-chart/banzai-nres/requirements.yaml      |  10 ++
 helm-chart/banzai-nres/templates/NOTES.txt    |   7 +
 helm-chart/banzai-nres/templates/_helpers.tpl | 149 ++++++++++++++++++
 .../banzai-nres/templates/listener.yaml       |  96 +++++++++++
 helm-chart/banzai-nres/templates/workers.yaml | 126 +++++++++++++++
 helm-chart/banzai-nres/values-dev.yaml        |  53 +++++++
 setup.py                                      |   3 +-
 15 files changed, 523 insertions(+), 11 deletions(-)
 create mode 100644 helm-chart/banzai-nres/.helmignore
 create mode 100644 helm-chart/banzai-nres/Chart.yaml
 create mode 100644 helm-chart/banzai-nres/requirements.yaml
 create mode 100644 helm-chart/banzai-nres/templates/NOTES.txt
 create mode 100644 helm-chart/banzai-nres/templates/_helpers.tpl
 create mode 100644 helm-chart/banzai-nres/templates/listener.yaml
 create mode 100644 helm-chart/banzai-nres/templates/workers.yaml
 create mode 100644 helm-chart/banzai-nres/values-dev.yaml

diff --git a/Dockerfile b/Dockerfile
index 86c4493b..30c81f4c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-166-g95161e4
+FROM docker.lco.global/banzai:0.28.9-170-g98199ab
 
 USER root
 
diff --git a/Jenkinsfile b/Jenkinsfile
index 3fc0e73b..95251a5c 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -42,6 +42,23 @@ pipeline {
 				}
 			}
 		}
+		stage('DeployDevStack') {
+		//	when {
+		//		anyOf {
+		//		branch 'dev'
+		//		}
+		//	}
+		    steps {
+	            script {
+                    withKubeConfig([credentialsId: "dev-kube-config"]) {
+                        sh('helm repo update && helm dependency update helm-chart/banzai-nres/requirements.yaml '+
+                                '&& helm upgrade --install banzai-nres-dev helm-chart/banzai-nres ' +
+                                '--set image.tag="${GIT_DESCRIPTION}" --values=helm-chart/banzai-nres/values-dev.yaml '
+                                '--force --wait --timeout=3600')
+                    }
+                 }
+		    }
+		}
 		stage('DeployTestStack') {
 			when {
 				anyOf {
@@ -176,7 +193,7 @@ pipeline {
 				success {
 					script {
 					    withKubeConfig([credentialsId: "build-kube-config"]) {
-                            sh("helm delete banzai-nres --purge || true")
+                            sh("helm delete banzai-nres-e2e --purge || true")
 					    }
 					}
 				}
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 476fba7b..a2a8e550 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -14,8 +14,8 @@
 
 
 class NRESObservationFrame(LCOObservationFrame):
-    def __init__(self, hdu_list: list, file_path: str):
-        LCOObservationFrame.__init__(self, hdu_list, file_path)
+    def __init__(self, hdu_list: list, file_path: str, frame_id: int = None):
+        LCOObservationFrame.__init__(self, hdu_list, file_path, frame_id=frame_id)
         self.fiber0_lit, self.fiber1_lit, self.fiber2_lit = fiber_states_from_header(self.meta)
 
     def num_lit_fibers(self):
@@ -75,15 +75,16 @@ def blaze(self, value):
 
 
 class NRESCalibrationFrame(LCOCalibrationFrame, NRESObservationFrame):
-    def __init__(self, hdu_list: list, file_path: str, grouping_criteria: list = None):
-        LCOCalibrationFrame.__init__(self, hdu_list, file_path, grouping_criteria)
-        NRESObservationFrame.__init__(self, hdu_list, file_path)
+    def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, grouping_criteria: list = None):
+        LCOCalibrationFrame.__init__(self, hdu_list, file_path,  grouping_criteria)
+        NRESObservationFrame.__init__(self, hdu_list, file_path, frame_id=frame_id)
 
 
 class NRESMasterCalibrationFrame(LCOMasterCalibrationFrame, NRESCalibrationFrame):
-    def __init__(self, images: list, file_path: str, grouping_criteria: list = None):
+    def __init__(self, images: list, file_path: str, frame_id: int = None, grouping_criteria: list = None):
         NRESCalibrationFrame.__init__(self, images, file_path, grouping_criteria)
-        LCOMasterCalibrationFrame.__init__(self, images, file_path, grouping_criteria)
+        LCOMasterCalibrationFrame.__init__(self, images, file_path, frame_id=frame_id,
+                                           grouping_criteria=grouping_criteria)
 
 
 class EchelleSpectralCCDData(CCDData):
diff --git a/banzai_nres/main.py b/banzai_nres/main.py
index c5f48e54..36a700bf 100644
--- a/banzai_nres/main.py
+++ b/banzai_nres/main.py
@@ -14,7 +14,7 @@
 import celery.bin.beat
 from banzai.utils import date_utils, import_utils
 from banzai import calibrations, dbs, logs
-
+import requests
 
 import logging
 import argparse
@@ -85,3 +85,24 @@ def add_bpm():
     bpm_image = frame_factory.open({'path': args.filename}, args)
     bpm_image.is_master = True
     dbs.save_calibration_info(args.filename, bpm_image, args.db_address)
+
+
+def add_bpms_from_archive():
+    parser = argparse.ArgumentParser(description="Add bad pixel mask from a given archive api")
+    parser.add_argument('--db-address', dest='db_address',
+                        default='mysql://cmccully:password@localhost/test',
+                        help='Database address: Should be in SQLAlchemy form')
+    args = parser.parse_args()
+    # Query the archive for all bpm files
+    url = f'{banzai_nres.settings.ARCHIVE_FRAME_URL}/?OBSTYPE=BPM'
+    archive_auth_token = banzai_nres.settings.ARCHIVE_AUTH_TOKEN
+    response = requests.get(url, headers=archive_auth_token)
+    response.raise_for_status()
+    results = response.json()['results']
+    # Load each one, saving the calibration info for each
+
+    frame_factory = import_utils.import_attribute(banzai_nres.settings.FRAME_FACTORY)()
+    for frame in results:
+        bpm_image = frame_factory.open(frame, args)
+        bpm_image.is_master = True
+        dbs.save_calibration_info(frame['filename'], bpm_image, args.db_address)
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 79238708..341baaa7 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -95,4 +95,6 @@
 ARCHIVE_AUTH_TOKEN = {'Authorization': f'Token {os.getenv("AUTH_TOKEN")}'}
 FITS_EXCHANGE = os.getenv('FITS_EXCHANGE', 'archived_fits')
 
+RAW_DATA_FRAME_URL = os.getenv('RAW_DATA_FRAME_URL', ARCHIVE_API_ROOT)
+
 LOSSLESS_EXTENSIONS = ['PROFILE']
diff --git a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
index dfadb674..f1c449a5 100644
--- a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
+++ b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
@@ -17,6 +17,8 @@ spec:
       labels:
         app.kubernetes.io/name: {{ include "banzai-nres-e2e.name" . }}
         app.kubernetes.io/instance: {{ .Release.Name }}
+      annotations:
+        cluster-autoscaler.kubernetes.io/safe-to-evict: "false"
     spec:
 
       securityContext:
diff --git a/helm-chart/banzai-nres/.helmignore b/helm-chart/banzai-nres/.helmignore
new file mode 100644
index 00000000..50af0317
--- /dev/null
+++ b/helm-chart/banzai-nres/.helmignore
@@ -0,0 +1,22 @@
+# Patterns to ignore when building packages.
+# This supports shell glob matching, relative path matching, and
+# negation (prefixed with !). Only one pattern per line.
+.DS_Store
+# Common VCS dirs
+.git/
+.gitignore
+.bzr/
+.bzrignore
+.hg/
+.hgignore
+.svn/
+# Common backup files
+*.swp
+*.bak
+*.tmp
+*~
+# Various IDEs
+.project
+.idea/
+*.tmproj
+.vscode/
diff --git a/helm-chart/banzai-nres/Chart.yaml b/helm-chart/banzai-nres/Chart.yaml
new file mode 100644
index 00000000..88cd6291
--- /dev/null
+++ b/helm-chart/banzai-nres/Chart.yaml
@@ -0,0 +1,5 @@
+apiVersion: v1
+appVersion: "1.0"
+description: A Helm chart to deploy the BANZAI-NRES pipeline
+name: banzai-nres
+version: 1.0.0
diff --git a/helm-chart/banzai-nres/requirements.yaml b/helm-chart/banzai-nres/requirements.yaml
new file mode 100644
index 00000000..12baa8cf
--- /dev/null
+++ b/helm-chart/banzai-nres/requirements.yaml
@@ -0,0 +1,10 @@
+dependencies:
+- name: postgresql
+  version: 8.1.5
+  repository: https://kubernetes-charts.storage.googleapis.com
+  condition: useDockerizedDatabase
+
+- name: rabbitmq
+  version: 3.8.3
+  repository: https://kubernetes-charts.storage.googleapis.com
+  condition: useDockerizedRabbitMQ
diff --git a/helm-chart/banzai-nres/templates/NOTES.txt b/helm-chart/banzai-nres/templates/NOTES.txt
new file mode 100644
index 00000000..9df56e48
--- /dev/null
+++ b/helm-chart/banzai-nres/templates/NOTES.txt
@@ -0,0 +1,7 @@
+This chart deploys the BANZAI-NRES pipeline. This can deploy to dev or prod depending on which values file is used.
+
+This creates one listener/beats scheduler pod and a set of celery worker pods.
+
+See https://github.com/lcogt/banzai-nres for the code and documentation.
+
+Contact Curtis McCully (cmccully@lco.global) with issues.
diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
new file mode 100644
index 00000000..d6a7e9dd
--- /dev/null
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -0,0 +1,149 @@
+{{/* vim: set filetype=mustache: */}}
+{{/*
+Expand the name of the chart.
+*/}}
+{{- define "banzai-nres.name" -}}
+{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" -}}
+{{- end -}}
+
+{{/*
+Create a default fully qualified app name.
+We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec).
+If release name contains chart name it will be used as a full name.
+*/}}
+{{- define "banzai-nres.fullname" -}}
+{{- if .Values.fullnameOverride -}}
+{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" -}}
+{{- else -}}
+{{- $name := default .Chart.Name .Values.nameOverride -}}
+{{- if contains $name .Release.Name -}}
+{{- .Release.Name | trunc 63 | trimSuffix "-" -}}
+{{- else -}}
+{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" -}}
+{{- end -}}
+{{- end -}}
+{{- end -}}
+
+{{/*
+Create chart name and version as used by the chart label.
+*/}}
+{{- define "banzai-nres.chart" -}}
+{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" -}}
+{{- end -}}
+
+{{/*
+Common labels
+*/}}
+{{- define "banzai-nres.labels" -}}
+app.kubernetes.io/name: {{ include "banzai-nres.name" . }}
+helm.sh/chart: {{ include "banzai-nres.chart" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}
+{{- if .Chart.AppVersion }}
+app.kubernetes.io/version: {{ .Chart.AppVersion | quote }}
+{{- end }}
+app.kubernetes.io/managed-by: {{ .Release.Service }}
+{{- end -}}
+
+
+{{/*
+Generate the PostgreSQL DB hostname
+*/}}
+{{- define "banzai-nres.dbhost" -}}
+{{- if .Values.postgresql.fullnameOverride -}}
+{{- .Values.postgresql.fullnameOverride | trunc 63 | trimSuffix "-" -}}
+{{- else if .Values.useDockerizedDatabase -}}
+{{- printf "%s-postgresql" .Release.Name -}}
+{{- else -}}
+{{- required "`postgresql.hostname` must be set when `useDockerizedDatabase` is `false`" .Values.postgresql.hostname -}}
+{{- end -}}
+{{- end -}}
+
+{{- define "banzai-nres.rabbitmq" -}}
+{{- if .Values.rabbitmq.fullnameOverride -}}
+{{- .Values.rabbitmq.fullnameOverride | trunc 63 | trimSuffix "-" -}}
+{{- else if .Values.useDockerizedRabbitMQ -}}
+{{- printf "%s-rabbitmq" .Release.Name -}}
+{{- else -}}
+{{- required "`rabbitmq.hostname` must be set when `useDockerizedRabbitMQ` is `false`" .Values.rabbitmq.hostname -}}
+{{- end -}}
+{{- end -}}
+
+{{/*
+Define shared environment variables
+*/}}
+{{- define "banzai-nres.Env" -}}
+- name: DB_HOST
+  value: {{ include "banzai-nres.dbhost" . | quote }}
+- name: RABBITMQ_HOST
+  value: {{ include "banzai-nres.rabbitmq" . | quote }}
+- name: DB_PASSWORD
+  valueFrom:
+    secretKeyRef:
+      name: banzaiNresDBSecrets
+      key: postgresPassword
+- name: DB_USER
+  value: {{ .Values.postgesql.postgresUsername }}
+- name: DB_NAME
+  value: {{ .Values.postgesql.postgresqlDatabase }}
+- name: DB_ADDRESS
+  value: psql://$(DB_USER):$(DB_PASSWORD)@$(DB_HOST)/$(DB_NAME)
+- name: RABBITMQ_PASSWORD
+  valueFrom:
+    secretKeyRef:
+      name: banzaiNresSecrets
+      key: rabbitmq-password
+- name: TASK_HOST
+  value: rabbitmq://{{ .Values.rabbitmq.username }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost }}
+    secretKeyRef:
+      name: banzaiNresSecrets
+      key: TASK_HOST
+- name: RETRY_DELAY
+  value: 600000
+- name: CALIBRATE_PROPOSAL_ID
+  value: {{ .Values.CALIBRATE_PROPOSAL_ID }}
+- name: OBSERVATION_PORTAL_URL
+  value: {{ .Values.OBSERVATION_PORTAL_URL }}
+- name: API_ROOT
+  value:  {{ .Values.API_ROOT }}
+- name: AUTH_TOKEN
+  valueFrom:
+    secretKeyRef:
+      name: banzaiNresSecrets
+      key: AUTH_TOKEN
+- name: BUCKET
+  value: {{ .Values.BUCKET }}
+- name: AWS_ACCESS_KEY_ID
+  valueFrom:
+    secretKeyRef:
+      name: banzaiNresSecrets
+      key: AWS_ACCESS_KEY_ID
+- name: AWS_SECRET_ACCESS_KEY
+  valueFrom:
+    secretKeyRef:
+      name: banzaiNresSecrets
+      key: AWS_SECRET_ACCESS_KEY
+- name:
+  value: {{ .Values.OPENTSDB_HOSTNAME }}
+- name: BOSUN_HOSTNAME
+  value: {{ .Values.BOSUN_HOSTNAME }}
+- name: FITS_BROKER
+  value: {{ .Values.FITS_BROKER }}
+- name: FITS_EXCHANGE
+  value: {{ .Values.FITS_EXCHANGE }}
+- name: INGESTER_PROCESS_NAME
+  value: {{ .Values.INGESTER_PROCESS_NAME }}
+- name: POSTPROCESS_FILES
+  value: "False"
+- name: RAW_DATA_FRAME_URL
+  value: {{ .Values.RAW_DATA_FRAME_URL }}
+- name: RAW_DATA_AUTH_TOKEN
+  valueFrom:
+    secretKeyRef:
+      name: banzaiNresSecrets
+      key: RAW_DATA_AUTH_TOKEN
+{{ if eq .Values.DO_METRICS 0 }}
+- name: OPENTSDB_PYTHON_METRICS_TEST_MODE
+  value: 1
+{{- end -}}
+
+{{- end -}}
diff --git a/helm-chart/banzai-nres/templates/listener.yaml b/helm-chart/banzai-nres/templates/listener.yaml
new file mode 100644
index 00000000..8efb8f55
--- /dev/null
+++ b/helm-chart/banzai-nres/templates/listener.yaml
@@ -0,0 +1,96 @@
+apiVersion: apps/v1
+kind: Pod
+metadata:
+  name: {{ include "banzai-nres.fullname" . }}
+  labels:
+{{ include "banzai-nres.labels" . | indent 4 }}
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app.kubernetes.io/name: {{ include "banzai-nres.name" . }}
+      app.kubernetes.io/instance: {{ .Release.Name }}
+  template:
+    metadata:
+      labels:
+        app.kubernetes.io/name: {{ include "banzai-nres.name" . }}
+        app.kubernetes.io/instance: "{{ .Release.Name }}"
+    spec:
+    {{- with .Values.imagePullSecrets }}
+      imagePullSecrets:
+        {{- toYaml . | nindent 8 }}
+    {{- end }}
+      containers:
+        - name: 'banzai-nres-listener'
+          image: "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
+          imagePullPolicy: {{ .Values.image.pullPolicy }}
+          securityContext:
+            runAsUser: 10087
+            runAsGroup: 10000
+          command:
+            - banzai_nres_run_realtime_pipeline
+            - "--post-to-archive"
+            - "--post-to-elasticsearch"
+            - "--fpack"
+            - "--rlevel 91"
+            - "--db-address=${DB_ADDRESS}"
+            - "--broker-url ${FITS_BROKER}"
+          env:
+            {{- include "banzai-nres.Env" . | nindent 12 }}
+          resources:
+            requests:
+              cpu: "0.1"
+              memory: "128M"
+            limits:
+              cpu: "1"
+              memory: "1Gi"
+        - name: 'banzai-nres-scheduler'
+          image: "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
+          imagePullPolicy: {{ .Values.image.pullPolicy }}
+          securityContext:
+            runAsUser: 10087
+            runAsGroup: 10000
+          command:
+            - banzai_nres_automate_stack_calibrations
+            - "--post-to-archive"
+            - "--post-to-elasticsearch"
+            - "--fpack"
+            - "--rlevel=91"
+            - "--db-address=${DB_ADDRESS}"
+            - "--log-level=info"
+          env:
+            - name: TASK_HOST
+              valueFrom:
+                secretKeyRef:
+                  name: banzaiNresSecrets
+                  key: TASK_HOST
+            - name: DB_ADDRESS
+              valueFrom:
+                secretKeyRef:
+                  name: banzaiNresDBAddress
+                  key: DB_ADDRESS
+            - name: RETRY_DELAY
+              value: 600
+            - name: CALIBRATE_PROPOSAL_ID
+              value: {{ .Values.CALIBRATE_PROPOSAL_ID }}
+            - name: OBSERVATION_PORTAL_URL
+              value: {{ .Values.OBSERVATION_PORTAL_URL }}
+          resources:
+            requests:
+              cpu: "0.1"
+              memory: "128M"
+            limits:
+              cpu: "1"
+              memory: "1Gi"
+      {{- with .Values.nodeSelector }}
+      nodeSelector:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+    {{- with .Values.affinity }}
+      affinity:
+        {{- toYaml . | nindent 8 }}
+    {{- end }}
+    {{- with .Values.tolerations }}
+      tolerations:
+        {{- toYaml . | nindent 8 }}
+    {{- end }}
diff --git a/helm-chart/banzai-nres/templates/workers.yaml b/helm-chart/banzai-nres/templates/workers.yaml
new file mode 100644
index 00000000..c1fc8471
--- /dev/null
+++ b/helm-chart/banzai-nres/templates/workers.yaml
@@ -0,0 +1,126 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: {{ include "banzai-nres.fullname" . }}
+  labels:
+{{ include "banzai-nres.labels" . | indent 4 }}
+spec:
+  replicas: {{ .Values.workerCount }}
+  selector:
+    matchLabels:
+      app.kubernetes.io/name: {{ include "banzai-nres.name" . }}
+      app.kubernetes.io/instance: {{ .Release.Name }}
+  template:
+    metadata:
+      labels:
+        app.kubernetes.io/name: {{ include "banzai-nres.name" . }}
+        app.kubernetes.io/instance: "{{ .Release.Name }}"
+    spec:
+    {{- with .Values.imagePullSecrets }}
+      imagePullSecrets:
+        {{- toYaml . | nindent 8 }}
+    {{- end }}
+    {{ if .Values.postgresql.useDockerizedDatabase }}
+      initContainers:
+        # When the Pod is initialized, copy all files within the container at path
+        # /archive/engineering into the empty data volume mounted at /data
+        - name: banzai-nres-db-init
+          image:  "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
+          imagePullPolicy: {{ .Values.dataImage.pullPolicy}}
+          securityContext:
+            runAsUser: 10087
+            runAsGroup: 10000
+          command:
+            - "banzai_create_db"
+            - "--db-address=${DB_ADDRESS}"
+          #create the db if it doesn't exist and populate the bpms in the db.
+          env:
+            {{- include "banzai-nres.Env" . | nindent 12 }}
+          resources:
+            requests:
+              cpu: "0.1"
+              memory: "128M"
+            limits:
+              cpu: "1"
+              memory: "1Gi"
+        - name: banzai-nres-instrument-init
+          image:  "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
+          imagePullPolicy: {{ .Values.dataImage.pullPolicy}}
+          securityContext:
+            runAsUser: 10087
+            runAsGroup: 10000
+          command:
+            - "banzai_update_db"
+            - "--db-address=${DB_ADDRESS}"
+            - "--configdb-address={{ .Values.configdb_url }}"
+          #create the db if it doesn't exist and populate the bpms in the db.
+          env:
+            {{- include "banzai-nres.Env" . | nindent 12 }}
+          resources:
+            requests:
+              cpu: "0.1"
+              memory: "128M"
+            limits:
+              cpu: "1"
+              memory: "1Gi"
+        - name: banzai-nres-bpm-init
+          image:  "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
+          imagePullPolicy: {{ .Values.dataImage.pullPolicy}}
+          securityContext:
+            runAsUser: 10087
+            runAsGroup: 10000
+          command:
+            - // and create the db banzai_create_db --db-address
+            - // populate the instrument tables banzai_update_db --configdb-address --db-address
+            - "banzai_nres_populate_bpms"
+            - "--db-address=${DB_ADDRESS}"
+          #create the db if it doesn't exist and populate the bpms in the db.
+          env:
+            {{- include "banzai-nres.Env" . | nindent 12 }}
+          resources:
+            requests:
+              cpu: "0.1"
+              memory: "128M"
+            limits:
+              cpu: "1"
+              memory: "1Gi"
+    {{- end -}}
+      containers:
+        - name: {{ .Chart.Name }}
+          image: "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
+          imagePullPolicy: {{ .Values.image.pullPolicy }}
+          securityContext:
+            runAsUser: 10087
+            runAsGroup: 10000
+          command:
+            - celery
+            - -A
+            - banzai-nres
+            - worker
+            - --concurrency
+            - "1"
+            - -l
+            - "info"
+          env:
+            - name: OMP_NUM_THREADS
+              value: 2
+            {{- include "banzai-nres.Env" . | nindent 12 }}
+          resources:
+            requests:
+              cpu: "2"
+              memory: "1Gi"
+            limits:
+              cpu: "3"
+              memory: "4Gi"
+      {{- with .Values.nodeSelector }}
+      nodeSelector:
+        {{- toYaml . | nindent 8 }}
+      {{- end }}
+    {{- with .Values.affinity }}
+      affinity:
+        {{- toYaml . | nindent 8 }}
+    {{- end }}
+    {{- with .Values.tolerations }}
+      tolerations:
+        {{- toYaml . | nindent 8 }}
+    {{- end }}
diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
new file mode 100644
index 00000000..4afababa
--- /dev/null
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -0,0 +1,53 @@
+# Default values for banzai-nres.
+# This is a YAML-formatted file.
+# Declare variables to be passed into your templates.
+
+workerCount: 4
+
+image:
+  repository: docker.lco.global/banzai-nres
+  tag: latest
+  pullPolicy: IfNotPresent
+
+nodeSelector: {}
+
+tolerations: []
+
+affinity: {}
+
+CALIBRATE_PROPOSAL_ID: calibrate
+
+OBSERVATION_PORTAL_URL: http://internal-observation-portal.lco.gtn/api/observations/
+
+API_ROOT: http://banzai-nres-archive-api.lco.gtn/
+
+BUCKET: banzai-nres-lco-global
+
+RAW_DATA_FRAME_URL: "http://archiveapi-internal/"
+
+INGESTER_PROCESS_NAME: "banzai-nres-dev"
+
+DO_METRICS: 0
+
+OPENTSDB_HOSTNAME: opentsdb.lco.gtn
+
+BOSUN_HOSTNAME: alerts.lco.gtn
+
+FITS_BROKER: rabbitmq.lco.gtn
+
+FITS_EXCHANGE: archived_fits
+
+useDockerizedDatabase: true
+
+postgresql:
+  hostname: "db.example.com"
+  postgresqlUsername: "banzainres"
+  postgresqlDatabase: "banzainres"
+  existingSecret: "banzaiNresSecrets"
+
+rabbitmq:
+  username: "user"
+  vhost: ""
+  existingPasswordSecret: "banzaiNresSecrets"
+
+configdb_url: "http://configdb.lco.gtn/sites/"
diff --git a/setup.py b/setup.py
index 120c6e57..c4ad26fe 100644
--- a/setup.py
+++ b/setup.py
@@ -27,4 +27,5 @@
                                         'banzai_nres_run_realtime_pipeline=banzai_nres.main:nres_run_realtime_pipeline',
                                         'banzai_nres_start_stacking_scheduler=banzai_nres.main:nres_start_stacking_scheduler',
                                         'banzai_nres_make_master_calibrations=banzai_nres.main:nres_make_master_calibrations',
-                                        'banzai_nres_add_bpm=banzai_nres.main:add_bpm']})
+                                        'banzai_nres_add_bpm=banzai_nres.main:add_bpm',
+                                        'banzai_nres_populate_bpms=banzai_nres.main:add_bpms_from_archive']})

From 9ed9f7d4a977b158952286e77290eb2a49664d94 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 13:59:45 -0700
Subject: [PATCH 017/303] Minor typo fix in jenkinsfile.

---
 Jenkinsfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index 95251a5c..4e8c47fd 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -53,7 +53,7 @@ pipeline {
                     withKubeConfig([credentialsId: "dev-kube-config"]) {
                         sh('helm repo update && helm dependency update helm-chart/banzai-nres/requirements.yaml '+
                                 '&& helm upgrade --install banzai-nres-dev helm-chart/banzai-nres ' +
-                                '--set image.tag="${GIT_DESCRIPTION}" --values=helm-chart/banzai-nres/values-dev.yaml '
+                                '--set image.tag="${GIT_DESCRIPTION}" --values=helm-chart/banzai-nres/values-dev.yaml ' +
                                 '--force --wait --timeout=3600')
                     }
                  }

From b656be08015aa00feaba7b5b73a63c55c351e3ed Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 14:23:23 -0700
Subject: [PATCH 018/303] Fixed dev deployment.

---
 Jenkinsfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index 4e8c47fd..4eac0a05 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -51,7 +51,7 @@ pipeline {
 		    steps {
 	            script {
                     withKubeConfig([credentialsId: "dev-kube-config"]) {
-                        sh('helm repo update && helm dependency update helm-chart/banzai-nres/requirements.yaml '+
+                        sh('helm repo update && helm dependency update helm-chart/banzai-nres/ '+
                                 '&& helm upgrade --install banzai-nres-dev helm-chart/banzai-nres ' +
                                 '--set image.tag="${GIT_DESCRIPTION}" --values=helm-chart/banzai-nres/values-dev.yaml ' +
                                 '--force --wait --timeout=3600')

From 9824740885d9a2f4e2e571709bac1e614952b9ab Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 14:26:02 -0700
Subject: [PATCH 019/303] Fixed rabbitmq version.

---
 helm-chart/banzai-nres/requirements.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres/requirements.yaml b/helm-chart/banzai-nres/requirements.yaml
index 12baa8cf..1b939d9e 100644
--- a/helm-chart/banzai-nres/requirements.yaml
+++ b/helm-chart/banzai-nres/requirements.yaml
@@ -5,6 +5,6 @@ dependencies:
   condition: useDockerizedDatabase
 
 - name: rabbitmq
-  version: 3.8.3
+  version: 6.18.2
   repository: https://kubernetes-charts.storage.googleapis.com
   condition: useDockerizedRabbitMQ

From b617484b4c81414120e6b5f7e61d8b9b283a2f66 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 14:28:10 -0700
Subject: [PATCH 020/303] Added missing dockerized rabbitmq value.

---
 helm-chart/banzai-nres/values-dev.yaml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index 4afababa..130d0577 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -45,6 +45,8 @@ postgresql:
   postgresqlDatabase: "banzainres"
   existingSecret: "banzaiNresSecrets"
 
+useDockerizedRabbitMQ: true
+
 rabbitmq:
   username: "user"
   vhost: ""

From ce82a97508c877f8bf789b38afc011300ba7d9f5 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 1 Apr 2020 14:36:04 -0700
Subject: [PATCH 021/303] more complete wavelength solution. Removed need to
 load in a reference template.

---
 banzai_nres/wavelength.py | 82 +++++++++++++++++++++++----------------
 1 file changed, 48 insertions(+), 34 deletions(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index fad3bbda..5df59ae6 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -3,10 +3,14 @@
 from banzai.stages import Stage
 from banzai.calibrations import CalibrationStacker, CalibrationUser
 
-from banzai_nres.frames import EchelleSpectralCCDData
+from banzai_nres.frames import NRESObservationFrame
 from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
 from xwavecal.wavelength import wavelength_calibrate, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
+from xwavecal.utils.fiber_utils import lit_fibers
+from xwavecal.fibers import IdentifyFibers
+
+from astropy.table import Table
 import sep
 import logging
 import os
@@ -34,8 +38,8 @@ def calibration_type(self):
 
 class ArcLoader(CalibrationUser):
     """
-    Loads the wavelengths and reference_ids onto from the nearest Arc-emission lamp (wavelength calibration) in the db.
-    If the traces have shifted (e.g. the instrument was serviced), then we do not load wavelengths nor reference ids
+    Loads the wavelengths, ref_id and fiber id's from the nearest Arc-emission lamp (wavelength calibration) in the db.
+    If the traces have shifted (e.g. the instrument was serviced), then we do not load any of this information
     (new wavelengths will be created from scratch in WavelengthCalibrate).
     """
     @property
@@ -48,12 +52,10 @@ def on_missing_master_calibration(self, image):
         else:
             super().on_missing_master_calibration(image)
 
-    def apply_master_calibration(self, image, master_calibration_image):
-        if image.traces.blind_solve:
-            return image
-        # check that the id column of arc lamp == list(set(image.traces))
-        # load in ref_id, and fibers from the arc lamp.
-        # load in wavelengths
+    def apply_master_calibration(self, image: NRESObservationFrame, master_calibration_image):
+        # spectrum ought to contain a ref_id column and fiber column.
+        image.spectrum = master_calibration_image.spectrum
+        image.wavelength = master_calibration_image.wavelength
         return image
 
 
@@ -79,63 +81,64 @@ def apply_master_calibration(self, image, line_list):
         return image
 
 
-class WavelengthCalibrate(CalibrationUser):
+class WavelengthCalibrate(Stage):
     """
     Stage to recalibrate wavelength-calibration (e.g. arc lamp) frames.
     We re-wavelength calibrate from scratch if the Arc does not have reference id's assigned to each trace.
     We lightly recalibrate the wavelength calibration if the arc has reference id's assigned to each trace.
     """
-    @property
-    def calibration_type(self):
-        return 'REFID'
-
-    def apply_master_calibration(self, image, master_calibration_image):
-        ref_id = None
-        id = None
-        fibers = None
+    def do_stage(self, image):
+        if image.spectrum is None:
+            # if the spectrum is none (i.e. no master calibration was found), then populate the reference ids and fibers
+            image.spectrum = make_ref_id_and_fiber_id(image.traces, lit_fibers(image))
+        ref_id, fibers = image.spectrum['ref_id'], image.spectrum['fiber']
         features = image.features
-        if ref_id is None or fibers is None:
-            # assign the reference id and fibers using a cross correlation with the template, master_calibration_image
-            pass
-        # assign each feature the correct reference id (order) and fiber:
         features['order'], features['fiber'] = ref_id[features['id'] - 1], fibers[features['id'] - 1]
+        x2d, y2d = np.meshgrid(np.arange(image.shape[1]), np.arange(image.shape[0]))
         for fiber in list(set(fibers)):
             pixel, order = np.arange(image.data.shape[1]), np.sort(ref_id[fibers == fiber])
+            this_fiber = features['fiber'] == fiber
             if image.wavelengths is None:
-                # reidentify reference ids.
-                # blind solve for the wavelengths of the emission lines
-                features['wavelength'] = wavelength_calibrate(features, image.line_list, pixel, order,
-                                                              principle_order_number=NRES_PRINCIPLE_ORDER_NUMBER)
+                # blind solve for the wavelengths of the emission lines.
+                features['wavelength'][this_fiber], m0 = wavelength_calibrate(features[this_fiber], image.line_list,
+                                                                              pixel, order, m0_range=(40, 60))
+                image.spectrum.meta['m0'] = m0
+                # TODO need to make m0 fiber by fiber, or something.
             else:
-
                 # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
                 # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
                 features['wavelength'] = image.wavelengths[features['order'].astype(int),
                                                            features['pixel'].astype(int)]
-            wavelength_solution = self.recalibrate(features, image.line_list, pixel, order)
-        # evaluate wavelength_solution at every point in every trace
-        # do some qc checks. Throw warnings when necessary.
+            # update the wavelength solution
+            wavelength_solution = self.recalibrate(features[this_fiber], image.line_list, pixel, order, image.spectrum.meta['m0'])
+
+            # overwrite old wavelengths with the new wavelengths
+            for trace_id, ref_id in zip([image.spectrum['id'], ref_id]):
+                this_trace = np.isclose(image.traces, trace_id)
+                image.wavelengths[this_trace] = wavelength_solution(x2d[this_trace],
+                                                                    ref_id * np.ones_like(x2d[this_trace]))
+        # save the features with their wavelengths
         image.features = features
         return image
 
-    def recalibrate(self, measured_lines, line_list, pixel, order):
+    def recalibrate(self, measured_lines, line_list, pixel, order, principle_order_number):
         """
         Recalibrate an existing wavelength solution using new measured spectral features.
         :param measured_lines:
         :param line_list:
         :param pixel:
         :param order:
+        :param principle_order_number:
         :return: wavelength_solution. xwavecal.wavelength.WavelengthSolution.
         wavelength_solution(x, order) will give the wavelength of the len(x) points with pixel and order coordinates
         x and order, respectively.
         where x and order are ndarray's of the same shape.
-
         """
         wavelength_solution = WavelengthSolution(model=MODELS.get('final_wavelength_model'),
                                                  min_order=np.min(order), max_order=np.max(order),
                                                  min_pixel=np.min(pixel), max_pixel=np.max(pixel),
                                                  measured_lines=measured_lines, reference_lines=line_list,
-                                                 m0=NRES_PRINCIPLE_ORDER_NUMBER)
+                                                 m0=principle_order_number)
         wavelengths_to_fit = find_nearest(measured_lines['wavelength'], np.sort(line_list))
         weights = np.zeros_like(wavelengths_to_fit, dtype=float)
         # fit lines who have less than 0.1 angstrom error
@@ -151,7 +154,7 @@ class IdentifyFeatures(Stage):
     nsigma = 5.0  # minimum signal to noise @ peak flux for a feature to be counted.
     fwhm = 6.0  # minimum feature size for the feature to be counted.
 
-    def do_stage(self, image: EchelleSpectralCCDData):
+    def do_stage(self, image):
         # identify emission feature (pixel, order) positions.
         features = identify_features(image.data, image.uncertainty, image.mask, nsigma=self.nsigma, fwhm=self.fwhm)
         features = group_features_by_trace(features, image.traces)
@@ -167,3 +170,14 @@ def do_stage(self, image: EchelleSpectralCCDData):
                                                                              np.array(features['xcentroid'], dtype=int)]
         image.features = features
         return image
+
+
+def make_ref_id_and_fiber_id(traces, fiber_state, matched_traces=None, match_ref_id=0):
+    """
+    make reference id column and fiber id column by labelling traces 1 and 2 (by default) with ref_id 0 and fiber_state.
+    """
+    matched_traces = [1, 2] if matched_traces is None else matched_traces
+    trace_ids = list(set(traces))
+    fiber = IdentifyFibers.build_fiber_column(matched_traces, fiber_state, fiber_state, len(trace_ids), low_fiber_first=False)
+    ref_id = IdentifyFibers.build_ref_id_column(matched_traces, fiber, match_ref_id, low_fiber_first=True)
+    return Table({'id': trace_ids, 'ref_id': ref_id, 'fiber': fiber, 'true_order_id': ref_id})

From 3c1768ed387a949536a3f1f4a868ca455b56e619 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 14:46:20 -0700
Subject: [PATCH 022/303] Typo fix in postgresql

---
 helm-chart/banzai-nres/templates/_helpers.tpl | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index d6a7e9dd..0969da5d 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -82,9 +82,9 @@ Define shared environment variables
       name: banzaiNresDBSecrets
       key: postgresPassword
 - name: DB_USER
-  value: {{ .Values.postgesql.postgresUsername }}
+  value: {{ .Values.postgresql.postgresUsername }}
 - name: DB_NAME
-  value: {{ .Values.postgesql.postgresqlDatabase }}
+  value: {{ .Values.postgresql.postgresqlDatabase }}
 - name: DB_ADDRESS
   value: psql://$(DB_USER):$(DB_PASSWORD)@$(DB_HOST)/$(DB_NAME)
 - name: RABBITMQ_PASSWORD

From 6494b9bb63040213a7760d299b3be435cb32602e Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 14:59:42 -0700
Subject: [PATCH 023/303] Added quotes in helpers.tpl

---
 helm-chart/banzai-nres/templates/_helpers.tpl | 28 +++++++++----------
 1 file changed, 14 insertions(+), 14 deletions(-)

diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index 0969da5d..050bb730 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -82,9 +82,9 @@ Define shared environment variables
       name: banzaiNresDBSecrets
       key: postgresPassword
 - name: DB_USER
-  value: {{ .Values.postgresql.postgresUsername }}
+  value: {{ .Values.postgresql.postgresUsername | quote }}
 - name: DB_NAME
-  value: {{ .Values.postgresql.postgresqlDatabase }}
+  value: {{ .Values.postgresql.postgresqlDatabase | quote }}
 - name: DB_ADDRESS
   value: psql://$(DB_USER):$(DB_PASSWORD)@$(DB_HOST)/$(DB_NAME)
 - name: RABBITMQ_PASSWORD
@@ -93,25 +93,25 @@ Define shared environment variables
       name: banzaiNresSecrets
       key: rabbitmq-password
 - name: TASK_HOST
-  value: rabbitmq://{{ .Values.rabbitmq.username }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost }}
+  value: rabbitmq://{{ .Values.rabbitmq.username | quote }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost | quote  }}
     secretKeyRef:
       name: banzaiNresSecrets
       key: TASK_HOST
 - name: RETRY_DELAY
   value: 600000
 - name: CALIBRATE_PROPOSAL_ID
-  value: {{ .Values.CALIBRATE_PROPOSAL_ID }}
+  value: {{ .Values.CALIBRATE_PROPOSAL_ID | quote }}
 - name: OBSERVATION_PORTAL_URL
-  value: {{ .Values.OBSERVATION_PORTAL_URL }}
+  value: {{ .Values.OBSERVATION_PORTAL_URL | quote }}
 - name: API_ROOT
-  value:  {{ .Values.API_ROOT }}
+  value:  {{ .Values.API_ROOT | quote }}
 - name: AUTH_TOKEN
   valueFrom:
     secretKeyRef:
       name: banzaiNresSecrets
       key: AUTH_TOKEN
 - name: BUCKET
-  value: {{ .Values.BUCKET }}
+  value: {{ .Values.BUCKET | quote }}
 - name: AWS_ACCESS_KEY_ID
   valueFrom:
     secretKeyRef:
@@ -123,25 +123,25 @@ Define shared environment variables
       name: banzaiNresSecrets
       key: AWS_SECRET_ACCESS_KEY
 - name:
-  value: {{ .Values.OPENTSDB_HOSTNAME }}
+  value: {{ .Values.OPENTSDB_HOSTNAME | quote }}
 - name: BOSUN_HOSTNAME
-  value: {{ .Values.BOSUN_HOSTNAME }}
+  value: {{ .Values.BOSUN_HOSTNAME | quote }}
 - name: FITS_BROKER
-  value: {{ .Values.FITS_BROKER }}
+  value: {{ .Values.FITS_BROKER | quote }}
 - name: FITS_EXCHANGE
-  value: {{ .Values.FITS_EXCHANGE }}
+  value: {{ .Values.FITS_EXCHANGE | quote }}
 - name: INGESTER_PROCESS_NAME
-  value: {{ .Values.INGESTER_PROCESS_NAME }}
+  value: {{ .Values.INGESTER_PROCESS_NAME | quote }}
 - name: POSTPROCESS_FILES
   value: "False"
 - name: RAW_DATA_FRAME_URL
-  value: {{ .Values.RAW_DATA_FRAME_URL }}
+  value: {{ .Values.RAW_DATA_FRAME_URL | quote }}
 - name: RAW_DATA_AUTH_TOKEN
   valueFrom:
     secretKeyRef:
       name: banzaiNresSecrets
       key: RAW_DATA_AUTH_TOKEN
-{{ if eq .Values.DO_METRICS 0 }}
+{{ if eq .Values.DO_METRICS | quote 0  }}
 - name: OPENTSDB_PYTHON_METRICS_TEST_MODE
   value: 1
 {{- end -}}

From a3ec3febf093cb2a8deeef0d8466555810c00987 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 15:02:48 -0700
Subject: [PATCH 024/303] Fixed some more quotes.

---
 helm-chart/banzai-nres/templates/workers.yaml | 18 ++++++++----------
 1 file changed, 8 insertions(+), 10 deletions(-)

diff --git a/helm-chart/banzai-nres/templates/workers.yaml b/helm-chart/banzai-nres/templates/workers.yaml
index c1fc8471..a1dd4bc7 100644
--- a/helm-chart/banzai-nres/templates/workers.yaml
+++ b/helm-chart/banzai-nres/templates/workers.yaml
@@ -70,11 +70,9 @@ spec:
             runAsUser: 10087
             runAsGroup: 10000
           command:
-            - // and create the db banzai_create_db --db-address
-            - // populate the instrument tables banzai_update_db --configdb-address --db-address
             - "banzai_nres_populate_bpms"
             - "--db-address=${DB_ADDRESS}"
-          #create the db if it doesn't exist and populate the bpms in the db.
+          # create the db if it doesn't exist and populate the bpms in the db.
           env:
             {{- include "banzai-nres.Env" . | nindent 12 }}
           resources:
@@ -93,17 +91,17 @@ spec:
             runAsUser: 10087
             runAsGroup: 10000
           command:
-            - celery
-            - -A
-            - banzai-nres
-            - worker
-            - --concurrency
+            - "celery"
+            - "-A"
+            - "banzai-nres"
+            - "worker"
+            - "--concurrency"
             - "1"
-            - -l
+            - "-l"
             - "info"
           env:
             - name: OMP_NUM_THREADS
-              value: 2
+              value: "2"
             {{- include "banzai-nres.Env" . | nindent 12 }}
           resources:
             requests:

From c68a635b779f25be812513766323ad9da80a6e03 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 15:04:54 -0700
Subject: [PATCH 025/303] Fixed some more quotes.

---
 helm-chart/banzai-nres/templates/_helpers.tpl | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index 050bb730..1d27b904 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -98,7 +98,7 @@ Define shared environment variables
       name: banzaiNresSecrets
       key: TASK_HOST
 - name: RETRY_DELAY
-  value: 600000
+  value: "600000"
 - name: CALIBRATE_PROPOSAL_ID
   value: {{ .Values.CALIBRATE_PROPOSAL_ID | quote }}
 - name: OBSERVATION_PORTAL_URL

From d6efb63d5f5ab7978c7a485c4ec67ad508b194c4 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 15:09:00 -0700
Subject: [PATCH 026/303] Fixed do_metrics block.

---
 helm-chart/banzai-nres/templates/_helpers.tpl | 2 +-
 helm-chart/banzai-nres/values-dev.yaml        | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index 1d27b904..e9151cdb 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -141,7 +141,7 @@ Define shared environment variables
     secretKeyRef:
       name: banzaiNresSecrets
       key: RAW_DATA_AUTH_TOKEN
-{{ if eq .Values.DO_METRICS | quote 0  }}
+{{- if .Values.NO_METRICS  }}
 - name: OPENTSDB_PYTHON_METRICS_TEST_MODE
   value: 1
 {{- end -}}
diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index 130d0577..351a5e8a 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -27,7 +27,7 @@ RAW_DATA_FRAME_URL: "http://archiveapi-internal/"
 
 INGESTER_PROCESS_NAME: "banzai-nres-dev"
 
-DO_METRICS: 0
+NO_METRICS: true
 
 OPENTSDB_HOSTNAME: opentsdb.lco.gtn
 

From dc70224ac443c34c7c819b40dc394e0249c3b88b Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 15:11:15 -0700
Subject: [PATCH 027/303] Fixed some more quotes.

---
 helm-chart/banzai-nres/templates/listener.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres/templates/listener.yaml b/helm-chart/banzai-nres/templates/listener.yaml
index 8efb8f55..90aa390c 100644
--- a/helm-chart/banzai-nres/templates/listener.yaml
+++ b/helm-chart/banzai-nres/templates/listener.yaml
@@ -51,7 +51,7 @@ spec:
             runAsUser: 10087
             runAsGroup: 10000
           command:
-            - banzai_nres_automate_stack_calibrations
+            - "banzai_nres_automate_stack_calibrations"
             - "--post-to-archive"
             - "--post-to-elasticsearch"
             - "--fpack"

From 79ec31672d06f13243794fc4f0fa43fb0a4e46fb Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 15:31:39 -0700
Subject: [PATCH 028/303] More typo fixes.

---
 helm-chart/banzai-nres/templates/_helpers.tpl | 7 ++-----
 helm-chart/banzai-nres/templates/workers.yaml | 6 +++---
 2 files changed, 5 insertions(+), 8 deletions(-)

diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index e9151cdb..754c927b 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -94,9 +94,6 @@ Define shared environment variables
       key: rabbitmq-password
 - name: TASK_HOST
   value: rabbitmq://{{ .Values.rabbitmq.username | quote }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost | quote  }}
-    secretKeyRef:
-      name: banzaiNresSecrets
-      key: TASK_HOST
 - name: RETRY_DELAY
   value: "600000"
 - name: CALIBRATE_PROPOSAL_ID
@@ -141,9 +138,9 @@ Define shared environment variables
     secretKeyRef:
       name: banzaiNresSecrets
       key: RAW_DATA_AUTH_TOKEN
-{{- if .Values.NO_METRICS  }}
+{{ if .Values.NO_METRICS  }}
 - name: OPENTSDB_PYTHON_METRICS_TEST_MODE
-  value: 1
+  value: "1"
 {{- end -}}
 
 {{- end -}}
diff --git a/helm-chart/banzai-nres/templates/workers.yaml b/helm-chart/banzai-nres/templates/workers.yaml
index a1dd4bc7..c7c43a35 100644
--- a/helm-chart/banzai-nres/templates/workers.yaml
+++ b/helm-chart/banzai-nres/templates/workers.yaml
@@ -22,8 +22,7 @@ spec:
     {{- end }}
     {{ if .Values.postgresql.useDockerizedDatabase }}
       initContainers:
-        # When the Pod is initialized, copy all files within the container at path
-        # /archive/engineering into the empty data volume mounted at /data
+        # Create the db if it doesn't exist
         - name: banzai-nres-db-init
           image:  "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
           imagePullPolicy: {{ .Values.dataImage.pullPolicy}}
@@ -33,7 +32,7 @@ spec:
           command:
             - "banzai_create_db"
             - "--db-address=${DB_ADDRESS}"
-          #create the db if it doesn't exist and populate the bpms in the db.
+          # Populate the instruments table
           env:
             {{- include "banzai-nres.Env" . | nindent 12 }}
           resources:
@@ -43,6 +42,7 @@ spec:
             limits:
               cpu: "1"
               memory: "1Gi"
+        # Populate the bpms that are in the archive
         - name: banzai-nres-instrument-init
           image:  "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
           imagePullPolicy: {{ .Values.dataImage.pullPolicy}}

From ecf1894d3073528ebb1d362f6ff2c41aca1bd4d9 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 15:34:10 -0700
Subject: [PATCH 029/303] Fixed pod in the helm chart.

---
 helm-chart/banzai-nres/templates/listener.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres/templates/listener.yaml b/helm-chart/banzai-nres/templates/listener.yaml
index 90aa390c..428e151f 100644
--- a/helm-chart/banzai-nres/templates/listener.yaml
+++ b/helm-chart/banzai-nres/templates/listener.yaml
@@ -1,4 +1,4 @@
-apiVersion: apps/v1
+apiVersion: v1
 kind: Pod
 metadata:
   name: {{ include "banzai-nres.fullname" . }}

From 4550ebe418b978a61452b6814b43c593dcf04489 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 15:35:53 -0700
Subject: [PATCH 030/303] Changed from pod to deployment.

---
 helm-chart/banzai-nres/templates/listener.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/helm-chart/banzai-nres/templates/listener.yaml b/helm-chart/banzai-nres/templates/listener.yaml
index 428e151f..81b7fe70 100644
--- a/helm-chart/banzai-nres/templates/listener.yaml
+++ b/helm-chart/banzai-nres/templates/listener.yaml
@@ -1,5 +1,5 @@
-apiVersion: v1
-kind: Pod
+apiVersion: apps/v1
+kind: Deployment
 metadata:
   name: {{ include "banzai-nres.fullname" . }}
   labels:

From b3ab207738ccbff078f502592c4b985c6df4d855 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 15:38:12 -0700
Subject: [PATCH 031/303] Fixed some more quotes.

---
 helm-chart/banzai-nres/templates/listener.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres/templates/listener.yaml b/helm-chart/banzai-nres/templates/listener.yaml
index 81b7fe70..f6adf54f 100644
--- a/helm-chart/banzai-nres/templates/listener.yaml
+++ b/helm-chart/banzai-nres/templates/listener.yaml
@@ -70,7 +70,7 @@ spec:
                   name: banzaiNresDBAddress
                   key: DB_ADDRESS
             - name: RETRY_DELAY
-              value: 600
+              value: "600"
             - name: CALIBRATE_PROPOSAL_ID
               value: {{ .Values.CALIBRATE_PROPOSAL_ID }}
             - name: OBSERVATION_PORTAL_URL

From a351e5b31571bb5f1d5b9324901bcc3d3f8de4a6 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 15:41:29 -0700
Subject: [PATCH 032/303] Fixed some env variables

---
 helm-chart/banzai-nres/templates/listener.yaml | 17 +----------------
 1 file changed, 1 insertion(+), 16 deletions(-)

diff --git a/helm-chart/banzai-nres/templates/listener.yaml b/helm-chart/banzai-nres/templates/listener.yaml
index f6adf54f..42d63fa9 100644
--- a/helm-chart/banzai-nres/templates/listener.yaml
+++ b/helm-chart/banzai-nres/templates/listener.yaml
@@ -59,22 +59,7 @@ spec:
             - "--db-address=${DB_ADDRESS}"
             - "--log-level=info"
           env:
-            - name: TASK_HOST
-              valueFrom:
-                secretKeyRef:
-                  name: banzaiNresSecrets
-                  key: TASK_HOST
-            - name: DB_ADDRESS
-              valueFrom:
-                secretKeyRef:
-                  name: banzaiNresDBAddress
-                  key: DB_ADDRESS
-            - name: RETRY_DELAY
-              value: "600"
-            - name: CALIBRATE_PROPOSAL_ID
-              value: {{ .Values.CALIBRATE_PROPOSAL_ID }}
-            - name: OBSERVATION_PORTAL_URL
-              value: {{ .Values.OBSERVATION_PORTAL_URL }}
+            {{- include "banzai-nres.Env" . | nindent 12 }}
           resources:
             requests:
               cpu: "0.1"

From 89c8c8adefddf09a2741bc096c6dfeea916a3bba Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 16:49:53 -0700
Subject: [PATCH 033/303] Fixed secrets.

---
 helm-chart/banzai-nres/templates/_helpers.tpl  | 12 ++++++------
 helm-chart/banzai-nres/templates/listener.yaml |  2 +-
 helm-chart/banzai-nres/values-dev.yaml         |  4 ++--
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index 754c927b..4d7b5f74 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -79,7 +79,7 @@ Define shared environment variables
 - name: DB_PASSWORD
   valueFrom:
     secretKeyRef:
-      name: banzaiNresDBSecrets
+      name: banzai-nres-secrets
       key: postgresPassword
 - name: DB_USER
   value: {{ .Values.postgresql.postgresUsername | quote }}
@@ -90,7 +90,7 @@ Define shared environment variables
 - name: RABBITMQ_PASSWORD
   valueFrom:
     secretKeyRef:
-      name: banzaiNresSecrets
+      name: banzai-nres-secrets
       key: rabbitmq-password
 - name: TASK_HOST
   value: rabbitmq://{{ .Values.rabbitmq.username | quote }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost | quote  }}
@@ -105,19 +105,19 @@ Define shared environment variables
 - name: AUTH_TOKEN
   valueFrom:
     secretKeyRef:
-      name: banzaiNresSecrets
+      name: banzai-nres-secrets
       key: AUTH_TOKEN
 - name: BUCKET
   value: {{ .Values.BUCKET | quote }}
 - name: AWS_ACCESS_KEY_ID
   valueFrom:
     secretKeyRef:
-      name: banzaiNresSecrets
+      name: banzai-nres-secrets
       key: AWS_ACCESS_KEY_ID
 - name: AWS_SECRET_ACCESS_KEY
   valueFrom:
     secretKeyRef:
-      name: banzaiNresSecrets
+      name: banzai-nres-secrets
       key: AWS_SECRET_ACCESS_KEY
 - name:
   value: {{ .Values.OPENTSDB_HOSTNAME | quote }}
@@ -136,7 +136,7 @@ Define shared environment variables
 - name: RAW_DATA_AUTH_TOKEN
   valueFrom:
     secretKeyRef:
-      name: banzaiNresSecrets
+      name: banzai-nres-secrets
       key: RAW_DATA_AUTH_TOKEN
 {{ if .Values.NO_METRICS  }}
 - name: OPENTSDB_PYTHON_METRICS_TEST_MODE
diff --git a/helm-chart/banzai-nres/templates/listener.yaml b/helm-chart/banzai-nres/templates/listener.yaml
index 42d63fa9..b0caea70 100644
--- a/helm-chart/banzai-nres/templates/listener.yaml
+++ b/helm-chart/banzai-nres/templates/listener.yaml
@@ -28,7 +28,7 @@ spec:
             runAsUser: 10087
             runAsGroup: 10000
           command:
-            - banzai_nres_run_realtime_pipeline
+            - "banzai_nres_run_realtime_pipeline"
             - "--post-to-archive"
             - "--post-to-elasticsearch"
             - "--fpack"
diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index 351a5e8a..278ab959 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -43,13 +43,13 @@ postgresql:
   hostname: "db.example.com"
   postgresqlUsername: "banzainres"
   postgresqlDatabase: "banzainres"
-  existingSecret: "banzaiNresSecrets"
+  existingSecret: "banzai-nres-secrets"
 
 useDockerizedRabbitMQ: true
 
 rabbitmq:
   username: "user"
   vhost: ""
-  existingPasswordSecret: "banzaiNresSecrets"
+  existingPasswordSecret: "banzai-nres-secrets"
 
 configdb_url: "http://configdb.lco.gtn/sites/"

From c006f7576627855e27fb30bc9bd5294eb6a5d87d Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 1 Apr 2020 17:05:34 -0700
Subject: [PATCH 034/303] Fixed missing name in env

---
 helm-chart/banzai-nres/templates/_helpers.tpl | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index 4d7b5f74..41752ecb 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -119,7 +119,7 @@ Define shared environment variables
     secretKeyRef:
       name: banzai-nres-secrets
       key: AWS_SECRET_ACCESS_KEY
-- name:
+- name: OPENTSDB_HOSTNAME
   value: {{ .Values.OPENTSDB_HOSTNAME | quote }}
 - name: BOSUN_HOSTNAME
   value: {{ .Values.BOSUN_HOSTNAME | quote }}

From e5a37930ef491dac3047a6b94aa39392162fcd4c Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 2 Apr 2020 12:37:17 -0700
Subject: [PATCH 035/303] bugfixes to deployment

---
 .gitignore                                    |  2 ++
 helm-chart/banzai-nres/templates/_helpers.tpl |  8 +++----
 .../banzai-nres/templates/listener.yaml       | 12 +++++-----
 helm-chart/banzai-nres/templates/workers.yaml | 24 +++++++++----------
 helm-chart/banzai-nres/values-dev.yaml        | 17 +++++++++++++
 5 files changed, 41 insertions(+), 22 deletions(-)

diff --git a/.gitignore b/.gitignore
index 58d2106b..5b360084 100644
--- a/.gitignore
+++ b/.gitignore
@@ -110,3 +110,5 @@ venv.bak/
 .vscode
 
 test_data/
+
+requirements.lock
diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index 41752ecb..85d61171 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -80,20 +80,20 @@ Define shared environment variables
   valueFrom:
     secretKeyRef:
       name: banzai-nres-secrets
-      key: postgresPassword
+      key: postgresqlPassword
 - name: DB_USER
-  value: {{ .Values.postgresql.postgresUsername | quote }}
+  value: {{ .Values.postgresql.postgresqlUsername | quote }}
 - name: DB_NAME
   value: {{ .Values.postgresql.postgresqlDatabase | quote }}
 - name: DB_ADDRESS
-  value: psql://$(DB_USER):$(DB_PASSWORD)@$(DB_HOST)/$(DB_NAME)
+  value: postgres://$(DB_USER):$(DB_PASSWORD)@$(DB_HOST)/$(DB_NAME)
 - name: RABBITMQ_PASSWORD
   valueFrom:
     secretKeyRef:
       name: banzai-nres-secrets
       key: rabbitmq-password
 - name: TASK_HOST
-  value: rabbitmq://{{ .Values.rabbitmq.username | quote }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost | quote  }}
+  value: amqp://{{ .Values.rabbitmq.username | quote }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost | quote  }}
 - name: RETRY_DELAY
   value: "600000"
 - name: CALIBRATE_PROPOSAL_ID
diff --git a/helm-chart/banzai-nres/templates/listener.yaml b/helm-chart/banzai-nres/templates/listener.yaml
index b0caea70..cd7faf78 100644
--- a/helm-chart/banzai-nres/templates/listener.yaml
+++ b/helm-chart/banzai-nres/templates/listener.yaml
@@ -1,7 +1,7 @@
 apiVersion: apps/v1
 kind: Deployment
 metadata:
-  name: {{ include "banzai-nres.fullname" . }}
+  name: {{ include "banzai-nres.fullname" . -}} -listener
   labels:
 {{ include "banzai-nres.labels" . | indent 4 }}
 spec:
@@ -32,9 +32,9 @@ spec:
             - "--post-to-archive"
             - "--post-to-elasticsearch"
             - "--fpack"
-            - "--rlevel 91"
-            - "--db-address=${DB_ADDRESS}"
-            - "--broker-url ${FITS_BROKER}"
+            - "--rlevel=91"
+            - "--db-address=$(DB_ADDRESS)"
+            - "--broker-url=$(FITS_BROKER)"
           env:
             {{- include "banzai-nres.Env" . | nindent 12 }}
           resources:
@@ -51,12 +51,12 @@ spec:
             runAsUser: 10087
             runAsGroup: 10000
           command:
-            - "banzai_nres_automate_stack_calibrations"
+            - "banzai_nres_start_stacking_scheduler"
             - "--post-to-archive"
             - "--post-to-elasticsearch"
             - "--fpack"
             - "--rlevel=91"
-            - "--db-address=${DB_ADDRESS}"
+            - "--db-address=$(DB_ADDRESS)"
             - "--log-level=info"
           env:
             {{- include "banzai-nres.Env" . | nindent 12 }}
diff --git a/helm-chart/banzai-nres/templates/workers.yaml b/helm-chart/banzai-nres/templates/workers.yaml
index c7c43a35..82237cec 100644
--- a/helm-chart/banzai-nres/templates/workers.yaml
+++ b/helm-chart/banzai-nres/templates/workers.yaml
@@ -1,7 +1,7 @@
 apiVersion: apps/v1
 kind: Deployment
 metadata:
-  name: {{ include "banzai-nres.fullname" . }}
+  name: {{ include "banzai-nres.fullname" . -}} -workers
   labels:
 {{ include "banzai-nres.labels" . | indent 4 }}
 spec:
@@ -20,18 +20,18 @@ spec:
       imagePullSecrets:
         {{- toYaml . | nindent 8 }}
     {{- end }}
-    {{ if .Values.postgresql.useDockerizedDatabase }}
+    {{ if .Values.useDockerizedDatabase }}
       initContainers:
         # Create the db if it doesn't exist
         - name: banzai-nres-db-init
           image:  "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
-          imagePullPolicy: {{ .Values.dataImage.pullPolicy}}
+          imagePullPolicy: {{ .Values.image.pullPolicy}}
           securityContext:
             runAsUser: 10087
             runAsGroup: 10000
           command:
             - "banzai_create_db"
-            - "--db-address=${DB_ADDRESS}"
+            - "--db-address=$(DB_ADDRESS)"
           # Populate the instruments table
           env:
             {{- include "banzai-nres.Env" . | nindent 12 }}
@@ -45,13 +45,13 @@ spec:
         # Populate the bpms that are in the archive
         - name: banzai-nres-instrument-init
           image:  "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
-          imagePullPolicy: {{ .Values.dataImage.pullPolicy}}
+          imagePullPolicy: {{ .Values.image.pullPolicy}}
           securityContext:
             runAsUser: 10087
             runAsGroup: 10000
           command:
             - "banzai_update_db"
-            - "--db-address=${DB_ADDRESS}"
+            - "--db-address=$(DB_ADDRESS)"
             - "--configdb-address={{ .Values.configdb_url }}"
           #create the db if it doesn't exist and populate the bpms in the db.
           env:
@@ -65,13 +65,13 @@ spec:
               memory: "1Gi"
         - name: banzai-nres-bpm-init
           image:  "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
-          imagePullPolicy: {{ .Values.dataImage.pullPolicy}}
+          imagePullPolicy: {{ .Values.image.pullPolicy}}
           securityContext:
             runAsUser: 10087
             runAsGroup: 10000
           command:
             - "banzai_nres_populate_bpms"
-            - "--db-address=${DB_ADDRESS}"
+            - "--db-address=$(DB_ADDRESS)"
           # create the db if it doesn't exist and populate the bpms in the db.
           env:
             {{- include "banzai-nres.Env" . | nindent 12 }}
@@ -82,7 +82,7 @@ spec:
             limits:
               cpu: "1"
               memory: "1Gi"
-    {{- end -}}
+    {{- end }}
       containers:
         - name: {{ .Chart.Name }}
           image: "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
@@ -93,7 +93,7 @@ spec:
           command:
             - "celery"
             - "-A"
-            - "banzai-nres"
+            - "banzai"
             - "worker"
             - "--concurrency"
             - "1"
@@ -105,12 +105,12 @@ spec:
             {{- include "banzai-nres.Env" . | nindent 12 }}
           resources:
             requests:
-              cpu: "2"
+              cpu: "0.3"
               memory: "1Gi"
             limits:
               cpu: "3"
               memory: "4Gi"
-      {{- with .Values.nodeSelector }}
+    {{- with .Values.nodeSelector }}
       nodeSelector:
         {{- toYaml . | nindent 8 }}
       {{- end }}
diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index 278ab959..a7af68fa 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -44,6 +44,15 @@ postgresql:
   postgresqlUsername: "banzainres"
   postgresqlDatabase: "banzainres"
   existingSecret: "banzai-nres-secrets"
+  service:
+    port: "5432"
+  resources:
+    requests:
+      cpu: 200m
+      memory: 256Mi
+    limits:
+      cpu: 1
+      memory: 512Mi
 
 useDockerizedRabbitMQ: true
 
@@ -51,5 +60,13 @@ rabbitmq:
   username: "user"
   vhost: ""
   existingPasswordSecret: "banzai-nres-secrets"
+  resources:
+    requests:
+      cpu: 200m
+      memory: 256Mi
+    limits:
+      cpu: 1
+      memory: 512Mi
+
 
 configdb_url: "http://configdb.lco.gtn/sites/"

From 96560e7be77b393aac40f62c0b52c52d117d1a2d Mon Sep 17 00:00:00 2001
From: "Ira W. Snyder" <isnyder@lco.global>
Date: Thu, 2 Apr 2020 13:09:07 -0700
Subject: [PATCH 036/303] Automatically manage worker count based on CPU usage

Dynamically manage the number of workers based on CPU usage. This will
minimize cost when there is no work to do.
---
 .../banzai-nres/templates/workers-hpa.yaml     | 18 ++++++++++++++++++
 helm-chart/banzai-nres/templates/workers.yaml  |  1 -
 helm-chart/banzai-nres/values-dev.yaml         |  8 +++++++-
 3 files changed, 25 insertions(+), 2 deletions(-)
 create mode 100644 helm-chart/banzai-nres/templates/workers-hpa.yaml

diff --git a/helm-chart/banzai-nres/templates/workers-hpa.yaml b/helm-chart/banzai-nres/templates/workers-hpa.yaml
new file mode 100644
index 00000000..ec170208
--- /dev/null
+++ b/helm-chart/banzai-nres/templates/workers-hpa.yaml
@@ -0,0 +1,18 @@
+{{- if .Values.horizontalPodAutoscaler.enabled -}}
+apiVersion: autoscaling/v1
+kind: HorizontalPodAutoscaler
+metadata:
+  name: {{ include "banzai-nres.fullname" . -}} -workers
+  labels:
+{{ include "banzai-nres.labels" . | indent 4 }}
+spec:
+{{- with .Values.horizontalPodAutoscaler }}
+  minReplicas: {{ .minReplicas }}
+  maxReplicas: {{ .maxReplicas }}
+  targetCPUUtilizationPercentage: {{ .targetCPUUtilizationPercentage }}
+{{- end }}
+  scaleTargetRef:
+    apiVersion: apps/v1
+    kind: Deployment
+    name: {{ include "banzai-nres.fullname" . -}} -workers
+{{- end }}
diff --git a/helm-chart/banzai-nres/templates/workers.yaml b/helm-chart/banzai-nres/templates/workers.yaml
index 82237cec..d0282db3 100644
--- a/helm-chart/banzai-nres/templates/workers.yaml
+++ b/helm-chart/banzai-nres/templates/workers.yaml
@@ -5,7 +5,6 @@ metadata:
   labels:
 {{ include "banzai-nres.labels" . | indent 4 }}
 spec:
-  replicas: {{ .Values.workerCount }}
   selector:
     matchLabels:
       app.kubernetes.io/name: {{ include "banzai-nres.name" . }}
diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index a7af68fa..cf6bffb7 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -2,7 +2,13 @@
 # This is a YAML-formatted file.
 # Declare variables to be passed into your templates.
 
-workerCount: 4
+# Automatically manage worker count within the configured limits. More workers
+# will be started when the CPU usage rises above the configured threshold.
+horizontalPodAutoscaler:
+  enabled: true
+  minReplicas: 1
+  maxReplicas: 4
+  targetCPUUtilizationPercentage: 50
 
 image:
   repository: docker.lco.global/banzai-nres

From 3c723fbc893e29e5da452c10c63cb6750ed7f3a0 Mon Sep 17 00:00:00 2001
From: "Ira W. Snyder" <isnyder@lco.global>
Date: Thu, 2 Apr 2020 13:23:04 -0700
Subject: [PATCH 037/303] Fix rabbitmq username

The entire Environment Variable value should be quoted, not the
individual pieces which make up the environment variable. This value is
already safely a String value (it starts with "amqp://" which is always
a String value) and therefore we don't need any extra quoting of the
whole thing.
---
 helm-chart/banzai-nres/templates/_helpers.tpl | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index 85d61171..95564ed2 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -93,7 +93,7 @@ Define shared environment variables
       name: banzai-nres-secrets
       key: rabbitmq-password
 - name: TASK_HOST
-  value: amqp://{{ .Values.rabbitmq.username | quote }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost | quote  }}
+  value: amqp://{{ .Values.rabbitmq.username }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost }}
 - name: RETRY_DELAY
   value: "600000"
 - name: CALIBRATE_PROPOSAL_ID

From 3e031ced74c3da803fbb3e580756bf5d7524c7dc Mon Sep 17 00:00:00 2001
From: "Ira W. Snyder" <isnyder@lco.global>
Date: Thu, 2 Apr 2020 14:37:24 -0700
Subject: [PATCH 038/303] Use correct configuration location for RabbitMQ
 Password Secret

The stable/rabbitmq Helm chart uses a sub-path of "rabbitmq" to store
configuration values for RabbitMQ. This means that charts which use the
stable/rabbitmq chart as a dependency need to configure these values
within a section named "rabbitmq.rabbitmq". It is confusing.
---
 helm-chart/banzai-nres/templates/_helpers.tpl | 2 +-
 helm-chart/banzai-nres/values-dev.yaml        | 5 +++--
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index 95564ed2..85513cba 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -93,7 +93,7 @@ Define shared environment variables
       name: banzai-nres-secrets
       key: rabbitmq-password
 - name: TASK_HOST
-  value: amqp://{{ .Values.rabbitmq.username }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost }}
+  value: amqp://{{ .Values.rabbitmq.rabbitmq.username }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost }}
 - name: RETRY_DELAY
   value: "600000"
 - name: CALIBRATE_PROPOSAL_ID
diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index cf6bffb7..1471ae48 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -63,9 +63,10 @@ postgresql:
 useDockerizedRabbitMQ: true
 
 rabbitmq:
-  username: "user"
+  rabbitmq:
+    username: "user"
+    existingPasswordSecret: "banzai-nres-secrets"
   vhost: ""
-  existingPasswordSecret: "banzai-nres-secrets"
   resources:
     requests:
       cpu: 200m

From 9c4e13cd90441ef31c487c69b6206f902876c02d Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 6 Apr 2020 14:10:27 -0700
Subject: [PATCH 039/303] Using dev archive instead of banzai-nres specific
 archive.

---
 helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml | 4 ----
 helm-chart/banzai-nres/values-dev.yaml              | 2 +-
 2 files changed, 1 insertion(+), 5 deletions(-)

diff --git a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
index f1c449a5..e0434fef 100644
--- a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
+++ b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
@@ -95,8 +95,6 @@ spec:
               value: debug
             - name: CALIBRATE_PROPOSAL_ID
               value: "calibrate"
-            - name: LAKE_URL
-              value: "http://lake-old.lco.gtn/blocks/"
             - name: OMP_NUM_THREADS
               value: "2"
             - name: FITS_EXCHANGE
@@ -139,8 +137,6 @@ spec:
               value: "redis://localhost:6379/0"
             - name: CALIBRATE_PROPOSAL_ID
               value: "calibrate"
-            - name: LAKE_URL
-              value: "http://lake-old.lco.gtn/blocks/"
             - name: FITS_EXCHANGE
               value: "fits_files"
             - name: OPENTSDB_PYTHON_METRICS_TEST_MODE
diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index 1471ae48..37b16d2d 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -25,7 +25,7 @@ CALIBRATE_PROPOSAL_ID: calibrate
 
 OBSERVATION_PORTAL_URL: http://internal-observation-portal.lco.gtn/api/observations/
 
-API_ROOT: http://banzai-nres-archive-api.lco.gtn/
+API_ROOT: http://archiveapi-dev/
 
 BUCKET: banzai-nres-lco-global
 

From e38bfad727fa4dc9d749d655ed7672556e151c93 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 6 Apr 2020 14:22:19 -0700
Subject: [PATCH 040/303] Using dev archive instead of banzai-nres specific
 archive.

---
 helm-chart/banzai-nres/values-dev.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index 37b16d2d..ff4ed215 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -27,7 +27,7 @@ OBSERVATION_PORTAL_URL: http://internal-observation-portal.lco.gtn/api/observati
 
 API_ROOT: http://archiveapi-dev/
 
-BUCKET: banzai-nres-lco-global
+BUCKET: archivetest.lco.global
 
 RAW_DATA_FRAME_URL: "http://archiveapi-internal/"
 

From 9afb687810169a45aa00b2742f0c60147dfbafa6 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 6 Apr 2020 16:46:29 -0700
Subject: [PATCH 041/303] wavelength calibration without loading reference id's
 or traces. May still need m0 for each fiber, but that would be it.

---
 banzai_nres/wavelength.py | 36 +++++++++++++++---------------------
 1 file changed, 15 insertions(+), 21 deletions(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 5df59ae6..7a8ef511 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -38,7 +38,7 @@ def calibration_type(self):
 
 class ArcLoader(CalibrationUser):
     """
-    Loads the wavelengths, ref_id and fiber id's from the nearest Arc-emission lamp (wavelength calibration) in the db.
+    Loads the wavelengths from the nearest Arc-emission lamp (wavelength calibration) in the db.
     If the traces have shifted (e.g. the instrument was serviced), then we do not load any of this information
     (new wavelengths will be created from scratch in WavelengthCalibrate).
     """
@@ -53,8 +53,6 @@ def on_missing_master_calibration(self, image):
             super().on_missing_master_calibration(image)
 
     def apply_master_calibration(self, image: NRESObservationFrame, master_calibration_image):
-        # spectrum ought to contain a ref_id column and fiber column.
-        image.spectrum = master_calibration_image.spectrum
         image.wavelength = master_calibration_image.wavelength
         return image
 
@@ -88,10 +86,8 @@ class WavelengthCalibrate(Stage):
     We lightly recalibrate the wavelength calibration if the arc has reference id's assigned to each trace.
     """
     def do_stage(self, image):
-        if image.spectrum is None:
-            # if the spectrum is none (i.e. no master calibration was found), then populate the reference ids and fibers
-            image.spectrum = make_ref_id_and_fiber_id(image.traces, lit_fibers(image))
-        ref_id, fibers = image.spectrum['ref_id'], image.spectrum['fiber']
+        ref_id, fibers = get_ref_ids_and_fibers(image.num_traces)
+
         features = image.features
         features['order'], features['fiber'] = ref_id[features['id'] - 1], fibers[features['id'] - 1]
         x2d, y2d = np.meshgrid(np.arange(image.shape[1]), np.arange(image.shape[0]))
@@ -102,15 +98,14 @@ def do_stage(self, image):
                 # blind solve for the wavelengths of the emission lines.
                 features['wavelength'][this_fiber], m0 = wavelength_calibrate(features[this_fiber], image.line_list,
                                                                               pixel, order, m0_range=(40, 60))
-                image.spectrum.meta['m0'] = m0
-                # TODO need to make m0 fiber by fiber, or something.
             else:
                 # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
                 # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
-                features['wavelength'] = image.wavelengths[features['order'].astype(int),
-                                                           features['pixel'].astype(int)]
+                features['wavelength'][this_fiber] = image.wavelengths[features['order'][this_fiber].astype(int),
+                                                                       features['pixel'][this_fiber].astype(int)]
+                m0 = None  # TODO get m0 from wavelengths of lines?
             # update the wavelength solution
-            wavelength_solution = self.recalibrate(features[this_fiber], image.line_list, pixel, order, image.spectrum.meta['m0'])
+            wavelength_solution = self.recalibrate(features[this_fiber], image.line_list, pixel, order, m0)
 
             # overwrite old wavelengths with the new wavelengths
             for trace_id, ref_id in zip([image.spectrum['id'], ref_id]):
@@ -172,12 +167,11 @@ def do_stage(self, image):
         return image
 
 
-def make_ref_id_and_fiber_id(traces, fiber_state, matched_traces=None, match_ref_id=0):
-    """
-    make reference id column and fiber id column by labelling traces 1 and 2 (by default) with ref_id 0 and fiber_state.
-    """
-    matched_traces = [1, 2] if matched_traces is None else matched_traces
-    trace_ids = list(set(traces))
-    fiber = IdentifyFibers.build_fiber_column(matched_traces, fiber_state, fiber_state, len(trace_ids), low_fiber_first=False)
-    ref_id = IdentifyFibers.build_ref_id_column(matched_traces, fiber, match_ref_id, low_fiber_first=True)
-    return Table({'id': trace_ids, 'ref_id': ref_id, 'fiber': fiber, 'true_order_id': ref_id})
+def get_ref_ids_and_fibers(num_traces):
+    fibers, ref_id = np.zeros(num_traces), np.zeros(num_traces)
+    fibers[1::2] = 1  # group alternating traces as part of the same fiber
+    for fiber in [0, 1]:
+        ref_id[fibers == fiber] = np.arange(np.count_nonzero(fibers == fiber))
+    # note that the fiber designation does not matter, all that matters is that we separate the two AGU's wavelength
+    # solutions.
+    return ref_id, fibers

From 7ee40220a2ddf572cf83e835a042248cb57a047e Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 6 Apr 2020 17:40:59 -0700
Subject: [PATCH 042/303] function to recover m0 from the wavelengths image.

---
 banzai_nres/wavelength.py | 42 ++++++++++++++++++++++++++++++++++-----
 1 file changed, 37 insertions(+), 5 deletions(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 7a8ef511..4fbd0b4c 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -92,18 +92,23 @@ def do_stage(self, image):
         features['order'], features['fiber'] = ref_id[features['id'] - 1], fibers[features['id'] - 1]
         x2d, y2d = np.meshgrid(np.arange(image.shape[1]), np.arange(image.shape[0]))
         for fiber in list(set(fibers)):
+            logger.info('Wavelength calibrating the {0} fiber'.format({0: 'first', 1: 'second'}[fiber]), image=image)
             pixel, order = np.arange(image.data.shape[1]), np.sort(ref_id[fibers == fiber])
-            this_fiber = features['fiber'] == fiber
+            this_fiber = np.equal(features['fiber'], fiber)
             if image.wavelengths is None:
-                # blind solve for the wavelengths of the emission lines.
+                logger.info('Blind solving for the wavelengths of this fiber.')
                 features['wavelength'][this_fiber], m0 = wavelength_calibrate(features[this_fiber], image.line_list,
                                                                               pixel, order, m0_range=(40, 60))
             else:
                 # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
                 # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
-                features['wavelength'][this_fiber] = image.wavelengths[features['order'][this_fiber].astype(int),
-                                                                       features['pixel'][this_fiber].astype(int)]
-                m0 = None  # TODO get m0 from wavelengths of lines?
+                features['wavelength'][this_fiber] = image.wavelengths[features['ycentroid'][this_fiber].astype(int),
+                                                                       features['xcentroid'][this_fiber].astype(int)]
+                trace_ids = np.arange(1, image.num_traces + 1)
+                center_wavelengths = image.wavelengths[:, image.wavelengths.shape[1] // 2]
+                center_wavelengths = center_wavelengths
+                m0 = self.get_principle_order_number(np.arange(40, 60), center_wavelengths, ref_id[fibers == fiber])
+
             # update the wavelength solution
             wavelength_solution = self.recalibrate(features[this_fiber], image.line_list, pixel, order, m0)
 
@@ -141,6 +146,33 @@ def recalibrate(self, measured_lines, line_list, pixel, order, principle_order_n
         wavelength_solution.model_coefficients = wavelength_solution.solve(measured_lines, wavelengths_to_fit, weights=weights)
         return wavelength_solution
 
+    @staticmethod
+    def get_principle_order_number(m0_values, center_wavelengths, ref_ids):
+        """
+        Finds the principle order number m0. Selects the m0 such that the function y(i) = (m0 + i) * central_wavelengths
+        has the smallest slope. I.e. this selects the m0 that allows constant/(m0+i) to best fit central_wavelengths.
+        This is exactly what CERES does. See equation 3 of Brahm et al. 2016.
+
+        :param m0_values: ndarray of integers. 1d.
+        :param center_wavelengths: ndarray of wavelengths. The wavelengths of the center pixels down the detector, for
+        one fiber
+        :param ref_ids: ndarray of integers. The reference id's of the traces from which central_wavelengths came.
+        Same shape as central_wavelengths. i.e. central_wavelengths[0] is the center wavelength of the trace with reference
+        id ref_ids[0]
+        :return: m0: int.
+        The principle order number for the fiber from which central_wavelengths were taken.
+        This is the true order index of the the trace that corresponds to ref_id[0].
+        """
+        slopes = []
+        for m0 in m0_values:
+            # note: replacing np.ptp with some outlier resistant measure of the scatter would be more robust.
+            slopes.append(np.ptp(center_wavelengths * (m0 + ref_ids)))
+
+        if np.count_nonzero(np.isclose(slopes, np.min(slopes), rtol=0.01)) > 1:
+            logger.warning('Two or more viable principle order numbers for this fiber! The m0 recovered from the '
+                           'wavelength solution could be wrong!')
+        return m0_values[np.argmin(slopes)]
+
 
 class IdentifyFeatures(Stage):
     """

From 4bd6074c2c75220a59cf3060542ddedab5b142c8 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Tue, 7 Apr 2020 11:22:55 -0700
Subject: [PATCH 043/303] mostly complete unit tests for WavelengthCalibrate

---
 banzai_nres/frames.py                | 45 +++++++++++--
 banzai_nres/tests/test_wavelength.py | 85 ++++++++++++++++++++++--
 banzai_nres/wavelength.py            | 96 ++++++++++++++++------------
 3 files changed, 175 insertions(+), 51 deletions(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index b75223c3..5352ecf8 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -73,6 +73,30 @@ def blaze(self):
     def blaze(self, value):
         self.primary_hdu.blaze = value
 
+    @property
+    def features(self):
+        return self.primary_hdu.features
+
+    @features.setter
+    def features(self, value):
+        self.primary_hdu.features = value
+
+    @property
+    def line_list(self):
+        return self.primary_hdu.line_list
+
+    @line_list.setter
+    def line_list(self, value):
+        self.primary_hdu.line_list = value
+
+    @property
+    def wavelengths(self):
+        return self.primary_hdu.wavelengths
+
+    @wavelengths.setter
+    def wavelengths(self, value):
+        self.primary_hdu.wavelengths = value
+
 
 class NRESCalibrationFrame(LCOCalibrationFrame, NRESObservationFrame):
     def __init__(self, hdu_list: list, file_path: str, grouping_criteria: list = None):
@@ -89,14 +113,18 @@ def __init__(self, images: list, file_path: str, grouping_criteria: list = None)
 class EchelleSpectralCCDData(CCDData):
     def __init__(self, data: Union[np.array, Table], meta: fits.Header,
                  mask: np.array = None, name: str = '', uncertainty: np.array = None,
-                 background: np.array = None,  traces: np.array = None,
-                 profile: np.array = None, weights: np.array = None,
-                 spectrum: Table = None, blaze: Table = None, memmap=True):
+                 background: np.array = None,  traces: np.array = None, wavelengths: np.array = None,
+                 profile: np.array = None, weights: np.array = None, line_list=None,
+                 spectrum: Table = None, blaze: Table = None, memmap=True, features: Table = None):
         super().__init__(data=data, meta=meta, mask=mask, name=name, memmap=memmap, uncertainty=uncertainty)
         if traces is None:
             self._traces = None
         else:
             self.traces = traces
+        if wavelengths is None:
+            self._wavelengths = None
+        else:
+            self.wavelengths = wavelengths
         if background is None:
             self._background = None
         else:
@@ -112,7 +140,8 @@ def __init__(self, data: Union[np.array, Table], meta: fits.Header,
 
         self.spectrum = spectrum
         self.blaze = blaze
-        # TODO : Add image.features (or store these in CATALOG like photometry) and add image.line_list
+        self.features = features
+        self.line_list = line_list
 
 
     @property
@@ -131,6 +160,14 @@ def traces(self):
     def traces(self, value):
         self._traces = self._init_array(value)
 
+    @property
+    def wavelengths(self):
+        return self._wavelengths
+
+    @wavelengths.setter
+    def wavelengths(self, value):
+        self._wavelengths = self._init_array(value)
+
     @property
     def num_traces(self):
         """
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 4b27cb51..4c15cd8a 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -1,11 +1,12 @@
 import numpy as np
 from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
-from banzai_nres.wavelength import IdentifyFeatures
+from banzai_nres.wavelength import IdentifyFeatures, WavelengthCalibrate, get_ref_ids_and_fibers
 from scipy.ndimage import gaussian_filter
-from banzai_nres.frames import EchelleSpectralCCDData
+from banzai_nres.frames import EchelleSpectralCCDData, NRESObservationFrame
 from banzai import context
 import sep
 import pytest
+import mock
 
 
 class TestIdentifyFeatures:
@@ -38,9 +39,10 @@ def test_extract(self):
     def test_do_stage(self):
         blaze_factor = 0.5
         input_context = context.Context({})
-        image = EchelleSpectralCCDData(data=self.data, uncertainty=self.err, meta={'OBJECTS': 'tung&tung&none'},
+        image = NRESObservationFrame([EchelleSpectralCCDData(data=self.data, uncertainty=self.err,
+                                                             meta={'OBJECTS': 'tung&tung&none'},
                                        traces=np.ones_like(self.data, dtype=int),
-                                       blaze={'blaze': blaze_factor * np.ones_like(self.data, dtype=int)})
+                                       blaze={'blaze': blaze_factor * np.ones_like(self.data, dtype=int)})], 'foo.fits')
         stage = IdentifyFeatures(input_context)
         stage.fwhm, stage.nsigma = self.sigma, 0.5
         image = stage.do_stage(image)
@@ -52,17 +54,86 @@ def test_do_stage(self):
     @pytest.mark.integration
     def test_do_stage_on_empty_features(self):
         input_context = context.Context({})
-        image = EchelleSpectralCCDData(data=self.data, uncertainty=self.err, meta={'OBJECTS': 'tung&tung&none'},
-                                       traces=np.ones_like(self.data, dtype=int),
-                                       blaze={'blaze': np.ones_like(self.data, dtype=int)})
+        image = NRESObservationFrame([EchelleSpectralCCDData(data=self.data, uncertainty=self.err,
+                                      meta={'OBJECTS': 'tung&tung&none'},
+                                      traces=np.ones_like(self.data, dtype=int),
+                                      blaze={'blaze': np.ones_like(self.data, dtype=int)})], 'foo.fits')
         stage = IdentifyFeatures(input_context)
         stage.fwhm, stage.nsigma = self.sigma, 1.5
         image = stage.do_stage(image)
         assert len(image.features) == 0
 
 
+class TestWavelengthCalibrate:
+    def generate_image(self):
+        traces = np.array([[0, 0, 0], [1, 1, 1], [1, 1, 1], [0, 0, 0], [0, 0, 0], [2, 2, 2], [3, 3, 3]])
+        wavelengths = traces*3
+        line_list = np.array([10, 11, 12])
+        features = {'pixel': np.array([1, 2, 1, 2]), 'id': np.array([1, 1, 2, 3])}
+        image = NRESObservationFrame([EchelleSpectralCCDData(data=np.zeros((2, 2)), uncertainty=np.zeros((2, 2)),
+                                      meta={'OBJECTS': 'tung&tung&none'}, features=features,
+                                      traces=traces, wavelengths=wavelengths, line_list=line_list)], 'foo.fits')
+        return image
+
+    @mock.patch('banzai_nres.wavelength.WavelengthCalibrate.calibrate_fiber', side_effect=lambda x, y, z, image: image)
+    def test_do_stage(self, mock_calibrate_fiber):
+        input_context = context.Context({})
+        image = WavelengthCalibrate(input_context).do_stage(self.generate_image())
+        assert np.allclose(image.features['order'], [0, 0, 0, 1])
+        assert np.allclose(image.features['fiber'], [0, 0, 1, 0])
+
+    def test_calibrate_fiber(self):
+        # TODO
+        assert True
+
+
+@mock.patch('banzai_nres.wavelength.WavelengthSolution.solve', side_effect=lambda x, y, z: (x, y, z))
+def test_recalibrate(mock_solve):
+    measured_lines = {'wavelength': [10, 11, 50], 'pixel': [1, 2, 3], 'order': [0, 0, 0]}
+    line_list = np.array([10.05, 11.05, 60, 11.5])
+    pixel, order, principle_order_number = np.arange(10), np.arange(10), 30
+    wavelength_solution = WavelengthCalibrate.recalibrate(measured_lines, line_list, pixel, order, principle_order_number)
+    # the mock patch populated wavelength_solution.model_coefficients with the arguments fed to WavelengthSolution.solve
+    # could use mock_solve.assert_called_with here, but it is not as straightforward because measured_lines changes.
+    measured_lines, wavelengths_to_fit, weights = wavelength_solution.model_coefficients
+    assert np.allclose(wavelengths_to_fit, line_list[:3])
+    assert np.allclose(weights, [1, 1, 0])
+
+
 def test_group_features_by_trace():
     traces = np.array([[0, 0, 1, 1], [2, 2, 0, 0]])
     features = {'xcentroid': [0, 2, 0, 2], 'ycentroid': [0, 0, 1, 1]}
     features = group_features_by_trace(features, traces)
     assert np.allclose(features['id'], [0, 1, 2, 0])
+
+
+def test_get_principle_order_number():
+    m0_values, ref_id = np.arange(10, 100), np.arange(20)
+    true_m0 = 30
+    center_wavelengths = np.random.normal(5000, 10, len(ref_id))/(true_m0 + ref_id)
+    assert true_m0 == WavelengthCalibrate.get_principle_order_number(m0_values, center_wavelengths, ref_id)
+
+
+def test_get_principle_order_number_warns_on_degenerate_m0():
+    m0_values, ref_id = 30*np.ones(40), np.arange(20)
+    true_m0 = 30
+    center_wavelengths = np.random.normal(5000, 50, len(ref_id))/(true_m0 + ref_id)
+    WavelengthCalibrate.get_principle_order_number(m0_values, center_wavelengths, ref_id)
+    # right now this just tests whether the warning if statement does not cause a crash.
+    assert True
+
+
+def test_get_center_wavelengths():
+    trace_ids = np.array([1, 2])
+    traces = np.array([[0, 0, 0], [1, 1, 1], [1, 1, 1], [0, 0, 0], [0, 0, 0], [2, 2, 2]])
+    center_wavelengths = WavelengthCalibrate.get_center_wavelengths(traces * 3, traces, trace_ids)
+    assert np.allclose(center_wavelengths, [3, 6])
+
+
+def test_get_ref_ids_and_fibers():
+    ref_id, fibers = get_ref_ids_and_fibers(3)
+    assert np.allclose(ref_id, [0, 0, 1])
+    assert np.allclose(fibers, [0, 1, 0])
+    ref_id, fibers = get_ref_ids_and_fibers(6)
+    assert np.allclose(ref_id, [0, 0, 1, 1, 2, 2])
+    assert np.allclose(fibers, [0, 1, 0, 1, 0, 1])
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 4fbd0b4c..7ff88954 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -7,10 +7,7 @@
 from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
 from xwavecal.wavelength import wavelength_calibrate, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
-from xwavecal.utils.fiber_utils import lit_fibers
-from xwavecal.fibers import IdentifyFibers
 
-from astropy.table import Table
 import sep
 import logging
 import os
@@ -85,46 +82,56 @@ class WavelengthCalibrate(Stage):
     We re-wavelength calibrate from scratch if the Arc does not have reference id's assigned to each trace.
     We lightly recalibrate the wavelength calibration if the arc has reference id's assigned to each trace.
     """
+    M0_RANGE = (40, 60)  # range of possible values for the integer principle order number.
+
     def do_stage(self, image):
         ref_id, fibers = get_ref_ids_and_fibers(image.num_traces)
 
+        image.features['order'] = ref_id[image.features['id'] - 1]
+        image.features['fiber'] = fibers[image.features['id'] - 1]
+        for fiber in list(set(fibers)):
+            image = self.calibrate_fiber(fiber, fibers, ref_id, image)
+        return image
+
+    def calibrate_fiber(self, fiber, fibers, ref_ids, image):
+        logger.info('Wavelength calibrating the {0} fiber'.format({0: 'first', 1: 'second'}[fiber]), image=image)
         features = image.features
-        features['order'], features['fiber'] = ref_id[features['id'] - 1], fibers[features['id'] - 1]
+
+        pixel, order = np.arange(image.data.shape[1]), np.sort(ref_ids[fibers == fiber])
+        this_fiber = np.equal(features['fiber'], fiber)
         x2d, y2d = np.meshgrid(np.arange(image.shape[1]), np.arange(image.shape[0]))
-        for fiber in list(set(fibers)):
-            logger.info('Wavelength calibrating the {0} fiber'.format({0: 'first', 1: 'second'}[fiber]), image=image)
-            pixel, order = np.arange(image.data.shape[1]), np.sort(ref_id[fibers == fiber])
-            this_fiber = np.equal(features['fiber'], fiber)
-            if image.wavelengths is None:
-                logger.info('Blind solving for the wavelengths of this fiber.')
-                features['wavelength'][this_fiber], m0 = wavelength_calibrate(features[this_fiber], image.line_list,
-                                                                              pixel, order, m0_range=(40, 60))
-            else:
-                # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
-                # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
-                features['wavelength'][this_fiber] = image.wavelengths[features['ycentroid'][this_fiber].astype(int),
-                                                                       features['xcentroid'][this_fiber].astype(int)]
-                trace_ids = np.arange(1, image.num_traces + 1)
-                center_wavelengths = image.wavelengths[:, image.wavelengths.shape[1] // 2]
-                center_wavelengths = center_wavelengths
-                m0 = self.get_principle_order_number(np.arange(40, 60), center_wavelengths, ref_id[fibers == fiber])
-
-            # update the wavelength solution
-            wavelength_solution = self.recalibrate(features[this_fiber], image.line_list, pixel, order, m0)
-
-            # overwrite old wavelengths with the new wavelengths
-            for trace_id, ref_id in zip([image.spectrum['id'], ref_id]):
-                this_trace = np.isclose(image.traces, trace_id)
-                image.wavelengths[this_trace] = wavelength_solution(x2d[this_trace],
-                                                                    ref_id * np.ones_like(x2d[this_trace]))
-        # save the features with their wavelengths
+
+        if image.wavelengths is None:
+            logger.info('Blind solving for the wavelengths of this fiber.')
+            features['wavelength'][this_fiber], m0 = wavelength_calibrate(features[this_fiber], image.line_list,
+                                                                          pixel, order, m0_range=self.M0_RANGE)
+        else:
+            # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
+            # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
+            features['wavelength'][this_fiber] = image.wavelengths[features['ycentroid'][this_fiber].astype(int),
+                                                                   features['xcentroid'][this_fiber].astype(int)]
+            # Get m0. This m0 value needs to be exactly the correct integer value.
+            center_wavelengths = self.get_center_wavelengths(image.wavelengths, image.traces,
+                                                             np.arange(1, image.num_traces + 1)[fibers == fiber])
+            m0 = self.get_principle_order_number(np.arange(*self.M0_RANGE), center_wavelengths, ref_ids[fibers == fiber])
+
+        # update the wavelength solution
+        wavelength_solution = self.recalibrate(features[this_fiber], image.line_list, pixel, order, m0)
+
+        # overwrite old wavelengths with the new wavelengths
+        for trace_id, ref_ids in zip([image.spectrum['id'], ref_ids]):
+            this_trace = np.isclose(image.traces, trace_id)
+            image.wavelengths[this_trace] = wavelength_solution(x2d[this_trace],
+                                                                ref_ids * np.ones_like(x2d[this_trace]))
+        features['wavelength'] = wavelength_solution(features['pixel'], features['order'])
         image.features = features
         return image
 
-    def recalibrate(self, measured_lines, line_list, pixel, order, principle_order_number):
+    @staticmethod
+    def recalibrate(features, line_list, pixel, order, principle_order_number):
         """
         Recalibrate an existing wavelength solution using new measured spectral features.
-        :param measured_lines:
+        :param features:
         :param line_list:
         :param pixel:
         :param order:
@@ -137,13 +144,14 @@ def recalibrate(self, measured_lines, line_list, pixel, order, principle_order_n
         wavelength_solution = WavelengthSolution(model=MODELS.get('final_wavelength_model'),
                                                  min_order=np.min(order), max_order=np.max(order),
                                                  min_pixel=np.min(pixel), max_pixel=np.max(pixel),
-                                                 measured_lines=measured_lines, reference_lines=line_list,
+                                                 measured_lines=features, reference_lines=line_list,
                                                  m0=principle_order_number)
-        wavelengths_to_fit = find_nearest(measured_lines['wavelength'], np.sort(line_list))
-        weights = np.zeros_like(wavelengths_to_fit, dtype=float)
-        # fit lines who have less than 0.1 angstrom error
-        weights[np.isclose(wavelengths_to_fit, measured_lines['wavelength'], atol=0.1)] = 1
-        wavelength_solution.model_coefficients = wavelength_solution.solve(measured_lines, wavelengths_to_fit, weights=weights)
+        wavelengths_to_fit = find_nearest(features['wavelength'], np.sort(line_list))
+        weights = np.ones_like(wavelengths_to_fit, dtype=float)
+        # consider weights = features['flux']/features['flux_err'] or 1/features['flux_err']**2
+        # reject lines who have residuals with the line list in excess of 0.1 angstroms (e.g. reject outliers)
+        weights[~np.isclose(wavelengths_to_fit, features['wavelength'], atol=0.1)] = 0
+        wavelength_solution.model_coefficients = wavelength_solution.solve(features, wavelengths_to_fit, weights)
         return wavelength_solution
 
     @staticmethod
@@ -173,13 +181,20 @@ def get_principle_order_number(m0_values, center_wavelengths, ref_ids):
                            'wavelength solution could be wrong!')
         return m0_values[np.argmin(slopes)]
 
+    @staticmethod
+    def get_center_wavelengths(wavelengths, traces, trace_ids):
+        # get the center wavelength from each trace in trace_ids.
+        cc = wavelengths.shape[1] // 2
+        center_wavelengths = [wavelengths[:, cc][traces[:, cc] == i].flatten()[0] for i in trace_ids]
+        return center_wavelengths
+
 
 class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
     nsigma = 5.0  # minimum signal to noise @ peak flux for a feature to be counted.
-    fwhm = 6.0  # minimum feature size for the feature to be counted.
+    fwhm = 6.0  # minimum feature size in pixels for the feature to be counted.
 
     def do_stage(self, image):
         # identify emission feature (pixel, order) positions.
@@ -200,6 +215,7 @@ def do_stage(self, image):
 
 
 def get_ref_ids_and_fibers(num_traces):
+    # this function always assumes two fibers are lit.
     fibers, ref_id = np.zeros(num_traces), np.zeros(num_traces)
     fibers[1::2] = 1  # group alternating traces as part of the same fiber
     for fiber in [0, 1]:

From 398c8686b2aed95584632e941aaebe7f08e877cb Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Tue, 7 Apr 2020 13:19:10 -0700
Subject: [PATCH 044/303] updated unit test for identify features. Added error
 log in identify features.

---
 banzai_nres/tests/test_wavelength.py | 17 +++++++++--------
 banzai_nres/wavelength.py            |  6 ++++--
 2 files changed, 13 insertions(+), 10 deletions(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 4c15cd8a..0f0c4ef6 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -13,16 +13,17 @@ class TestIdentifyFeatures:
     sigma = 1.0
     data = np.zeros((100, 100))
     err = np.ones_like(data)
-    coords = [10, 30, 50, 70]  # 4 features
-    data[coords, coords] = 1
+    xcoords = [10, 30, 50, 70]  # 4 features
+    ycoords = np.array(xcoords) + 5  # 4 features
+    data[ycoords, xcoords] = 1
     data = gaussian_filter(data, sigma=sigma)
     data /= np.max(data) # make features have peak fluxes of 1
 
     def test_finds_features(self):
         features = identify_features(self.data, self.err, nsigma=0.5, fwhm=self.sigma)
         assert np.allclose(features['peak'], 1, atol=0.001)
-        assert np.allclose(features['pixel'], self.coords, atol=0.001)
-        assert np.allclose(features['ycentroid'], self.coords, atol=0.001)
+        assert np.allclose(features['pixel'], self.xcoords, atol=0.001)
+        assert np.allclose(features['ycentroid'], self.ycoords, atol=0.001)
         assert len(features) == 4
 
     def test_ignores_features(self):
@@ -31,7 +32,7 @@ def test_ignores_features(self):
 
     def test_extract(self):
         # small test to make sure sep.sum_circle is behaving.
-        fluxes, _, _ = sep.sum_circle(self.data, self.coords, self.coords, 10 * self.sigma, gain=1.0, err=self.err)
+        fluxes, _, _ = sep.sum_circle(self.data, self.xcoords, self.ycoords, 10 * self.sigma, gain=1.0, err=self.err)
         # assert the summed flux is the expected flux for a 2d (unnormalized) gaussian.
         assert np.allclose(fluxes, 2 * np.pi * self.sigma**2, rtol=1E-4)
 
@@ -42,13 +43,13 @@ def test_do_stage(self):
         image = NRESObservationFrame([EchelleSpectralCCDData(data=self.data, uncertainty=self.err,
                                                              meta={'OBJECTS': 'tung&tung&none'},
                                        traces=np.ones_like(self.data, dtype=int),
-                                       blaze={'blaze': blaze_factor * np.ones_like(self.data, dtype=int)})], 'foo.fits')
+                                       blaze={'blaze': blaze_factor * np.ones((1, self.data.shape[1]), dtype=int)})], 'foo.fits')
         stage = IdentifyFeatures(input_context)
         stage.fwhm, stage.nsigma = self.sigma, 0.5
         image = stage.do_stage(image)
         assert np.allclose(image.features['corrected_flux'], image.features['flux'] / blaze_factor, rtol=1E-4)
-        assert np.allclose(image.features['pixel'], self.coords, atol=0.001)
-        assert np.allclose(image.features['ycentroid'], self.coords, atol=0.001)
+        assert np.allclose(image.features['pixel'], self.xcoords, atol=0.001)
+        assert np.allclose(image.features['ycentroid'], self.ycoords, atol=0.001)
         assert np.allclose(image.features['id'], 1)
 
     @pytest.mark.integration
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 7ff88954..7354b3b5 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -193,7 +193,7 @@ class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
-    nsigma = 5.0  # minimum signal to noise @ peak flux for a feature to be counted.
+    nsigma = 3.0  # minimum signal to noise @ peak flux for a feature to be counted.
     fwhm = 6.0  # minimum feature size in pixels for the feature to be counted.
 
     def do_stage(self, image):
@@ -201,6 +201,8 @@ def do_stage(self, image):
         features = identify_features(image.data, image.uncertainty, image.mask, nsigma=self.nsigma, fwhm=self.fwhm)
         features = group_features_by_trace(features, image.traces)
         features = features[features['id'] != 0]  # throw out features that are outside of any trace.
+        if len(features) == 0:
+            logger.error('No emission features found on this image!', image=image)
         # mask data
         masked_data, masked_err = np.copy(image.data), np.copy(image.uncertainty)
         masked_data[np.isclose(image.mask, 1)], masked_err[np.isclose(image.mask, 1)] = 0, 0
@@ -208,7 +210,7 @@ def do_stage(self, image):
         features['flux'], features['fluxerr'], _ = sep.sum_circle(masked_data, features['xcentroid'], features['ycentroid'],
                                                                   self.fwhm, gain=1.0, err=masked_err)
         # blaze correct the emission features fluxes. This speeds up and improves overlap fitting in xwavecal.
-        features['corrected_flux'] = features['flux'] / image.blaze['blaze'][features['id'],
+        features['corrected_flux'] = features['flux'] / image.blaze['blaze'][features['id'] - 1,
                                                                              np.array(features['xcentroid'], dtype=int)]
         image.features = features
         return image

From c05d73b8b9f83f44be16becf9c9efa94cc7b2eb7 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Tue, 7 Apr 2020 14:45:54 -0700
Subject: [PATCH 045/303] fixes in WavelengthCalibrate.calibrate_fiber, and
 added an ugly catch in case the blind solution failes.

---
 banzai_nres/tests/test_wavelength.py |  6 ++--
 banzai_nres/wavelength.py            | 45 ++++++++++++++++------------
 2 files changed, 29 insertions(+), 22 deletions(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 0f0c4ef6..d771c336 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -68,15 +68,15 @@ def test_do_stage_on_empty_features(self):
 class TestWavelengthCalibrate:
     def generate_image(self):
         traces = np.array([[0, 0, 0], [1, 1, 1], [1, 1, 1], [0, 0, 0], [0, 0, 0], [2, 2, 2], [3, 3, 3]])
-        wavelengths = traces*3
         line_list = np.array([10, 11, 12])
         features = {'pixel': np.array([1, 2, 1, 2]), 'id': np.array([1, 1, 2, 3])}
         image = NRESObservationFrame([EchelleSpectralCCDData(data=np.zeros((2, 2)), uncertainty=np.zeros((2, 2)),
                                       meta={'OBJECTS': 'tung&tung&none'}, features=features,
-                                      traces=traces, wavelengths=wavelengths, line_list=line_list)], 'foo.fits')
+                                      traces=traces, line_list=line_list)], 'foo.fits')
         return image
 
-    @mock.patch('banzai_nres.wavelength.WavelengthCalibrate.calibrate_fiber', side_effect=lambda x, y, z, image: image)
+    @mock.patch('banzai_nres.wavelength.WavelengthCalibrate.calibrate_fiber',
+                side_effect=lambda x, y, z, image, t: image)
     def test_do_stage(self, mock_calibrate_fiber):
         input_context = context.Context({})
         image = WavelengthCalibrate(input_context).do_stage(self.generate_image())
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 7354b3b5..ba6d9654 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -89,41 +89,48 @@ def do_stage(self, image):
 
         image.features['order'] = ref_id[image.features['id'] - 1]
         image.features['fiber'] = fibers[image.features['id'] - 1]
+        image.features['wavelength'] = np.zeros_like(image.features['pixel'], dtype=float)
+        blind_solve = True if image.wavelengths is None else False
         for fiber in list(set(fibers)):
-            image = self.calibrate_fiber(fiber, fibers, ref_id, image)
+            image = self.calibrate_fiber(fiber, fibers, ref_id, image, blind_solve)
         return image
 
-    def calibrate_fiber(self, fiber, fibers, ref_ids, image):
+    def calibrate_fiber(self, fiber, fibers, ref_ids, image, blind_solve=True):
         logger.info('Wavelength calibrating the {0} fiber'.format({0: 'first', 1: 'second'}[fiber]), image=image)
         features = image.features
 
-        pixel, order = np.arange(image.data.shape[1]), np.sort(ref_ids[fibers == fiber])
+        pixel, order = np.arange(image.data.shape[1]), np.sort(ref_ids[fibers == fiber]).astype(int)
+        trace_ids = np.arange(1, image.num_traces + 1)
         this_fiber = np.equal(features['fiber'], fiber)
         x2d, y2d = np.meshgrid(np.arange(image.shape[1]), np.arange(image.shape[0]))
 
-        if image.wavelengths is None:
+        if blind_solve:
             logger.info('Blind solving for the wavelengths of this fiber.')
-            features['wavelength'][this_fiber], m0 = wavelength_calibrate(features[this_fiber], image.line_list,
+            feature_wavelengths, m0 = wavelength_calibrate(dict(features[this_fiber]), image.line_list,
                                                                           pixel, order, m0_range=self.M0_RANGE)
+            if feature_wavelengths is None:
+                logger.error('The xwavecal wavelength solution has failed on this fiber.')
+                return image
+            features['wavelength'][this_fiber] = feature_wavelengths
+            image.wavelengths = np.zeros_like(image.data, dtype=float)
         else:
             # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
             # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
             features['wavelength'][this_fiber] = image.wavelengths[features['ycentroid'][this_fiber].astype(int),
                                                                    features['xcentroid'][this_fiber].astype(int)]
             # Get m0. This m0 value needs to be exactly the correct integer value.
-            center_wavelengths = self.get_center_wavelengths(image.wavelengths, image.traces,
-                                                             np.arange(1, image.num_traces + 1)[fibers == fiber])
+            center_wavelengths = self.get_center_wavelengths(image.wavelengths, image.traces, trace_ids[fibers == fiber])
             m0 = self.get_principle_order_number(np.arange(*self.M0_RANGE), center_wavelengths, ref_ids[fibers == fiber])
 
         # update the wavelength solution
         wavelength_solution = self.recalibrate(features[this_fiber], image.line_list, pixel, order, m0)
-
         # overwrite old wavelengths with the new wavelengths
-        for trace_id, ref_ids in zip([image.spectrum['id'], ref_ids]):
+        for trace_id, ref_id in zip(trace_ids[fibers == fiber], ref_ids[fibers == fiber]):
             this_trace = np.isclose(image.traces, trace_id)
             image.wavelengths[this_trace] = wavelength_solution(x2d[this_trace],
-                                                                ref_ids * np.ones_like(x2d[this_trace]))
-        features['wavelength'] = wavelength_solution(features['pixel'], features['order'])
+                                                                ref_id * np.ones_like(x2d[this_trace]))
+        features['wavelength'][this_fiber] = wavelength_solution(features['pixel'][this_fiber],
+                                                                 features['order'][this_fiber])
         image.features = features
         return image
 
@@ -141,18 +148,18 @@ def recalibrate(features, line_list, pixel, order, principle_order_number):
         x and order, respectively.
         where x and order are ndarray's of the same shape.
         """
-        wavelength_solution = WavelengthSolution(model=MODELS.get('final_wavelength_model'),
-                                                 min_order=np.min(order), max_order=np.max(order),
-                                                 min_pixel=np.min(pixel), max_pixel=np.max(pixel),
-                                                 measured_lines=features, reference_lines=line_list,
-                                                 m0=principle_order_number)
+        wcs = WavelengthSolution(model=MODELS.get('final_wavelength_model'),
+                                 min_order=np.min(order), max_order=np.max(order),
+                                 min_pixel=np.min(pixel), max_pixel=np.max(pixel),
+                                 measured_lines=dict(features), reference_lines=line_list,
+                                 m0=principle_order_number)
         wavelengths_to_fit = find_nearest(features['wavelength'], np.sort(line_list))
         weights = np.ones_like(wavelengths_to_fit, dtype=float)
         # consider weights = features['flux']/features['flux_err'] or 1/features['flux_err']**2
         # reject lines who have residuals with the line list in excess of 0.1 angstroms (e.g. reject outliers)
-        weights[~np.isclose(wavelengths_to_fit, features['wavelength'], atol=0.1)] = 0
-        wavelength_solution.model_coefficients = wavelength_solution.solve(features, wavelengths_to_fit, weights)
-        return wavelength_solution
+        weights[~np.isclose(wavelengths_to_fit, wcs.measured_lines['wavelength'], atol=0.1)] = 0
+        wcs.model_coefficients = wcs.solve(wcs.measured_lines, wavelengths_to_fit, weights)
+        return wcs
 
     @staticmethod
     def get_principle_order_number(m0_values, center_wavelengths, ref_ids):

From 713eef769221d493b4d29eb7b13ef2ba3548c7b4 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 8 Apr 2020 13:14:26 -0700
Subject: [PATCH 046/303] slight improvement to calibrate_fiber

---
 banzai_nres/wavelength.py | 36 ++++++++++++++++++------------------
 1 file changed, 18 insertions(+), 18 deletions(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index ba6d9654..215bbfba 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -107,31 +107,31 @@ def calibrate_fiber(self, fiber, fibers, ref_ids, image, blind_solve=True):
         if blind_solve:
             logger.info('Blind solving for the wavelengths of this fiber.')
             feature_wavelengths, m0 = wavelength_calibrate(dict(features[this_fiber]), image.line_list,
-                                                                          pixel, order, m0_range=self.M0_RANGE)
-            if feature_wavelengths is None:
-                logger.error('The xwavecal wavelength solution has failed on this fiber.')
-                return image
-            features['wavelength'][this_fiber] = feature_wavelengths
-            image.wavelengths = np.zeros_like(image.data, dtype=float)
+                                                           pixel, order, m0_range=self.M0_RANGE)
         else:
             # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
             # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
-            features['wavelength'][this_fiber] = image.wavelengths[features['ycentroid'][this_fiber].astype(int),
-                                                                   features['xcentroid'][this_fiber].astype(int)]
+            feature_wavelengths = image.wavelengths[features['ycentroid'][this_fiber].astype(int),
+                                                    features['xcentroid'][this_fiber].astype(int)]
             # Get m0. This m0 value needs to be exactly the correct integer value.
             center_wavelengths = self.get_center_wavelengths(image.wavelengths, image.traces, trace_ids[fibers == fiber])
             m0 = self.get_principle_order_number(np.arange(*self.M0_RANGE), center_wavelengths, ref_ids[fibers == fiber])
+        if feature_wavelengths is not None:
+            features['wavelength'][this_fiber] = feature_wavelengths
+            image.wavelengths = np.zeros_like(image.data, dtype=float)
 
-        # update the wavelength solution
-        wavelength_solution = self.recalibrate(features[this_fiber], image.line_list, pixel, order, m0)
-        # overwrite old wavelengths with the new wavelengths
-        for trace_id, ref_id in zip(trace_ids[fibers == fiber], ref_ids[fibers == fiber]):
-            this_trace = np.isclose(image.traces, trace_id)
-            image.wavelengths[this_trace] = wavelength_solution(x2d[this_trace],
-                                                                ref_id * np.ones_like(x2d[this_trace]))
-        features['wavelength'][this_fiber] = wavelength_solution(features['pixel'][this_fiber],
-                                                                 features['order'][this_fiber])
-        image.features = features
+            # update the wavelength solution
+            wavelength_solution = self.recalibrate(features[this_fiber], image.line_list, pixel, order, m0)
+            # overwrite old wavelengths with the new wavelengths
+            for trace_id, ref_id in zip(trace_ids[fibers == fiber], ref_ids[fibers == fiber]):
+                this_trace = np.isclose(image.traces, trace_id)
+                image.wavelengths[this_trace] = wavelength_solution(x2d[this_trace],
+                                                                    ref_id * np.ones_like(x2d[this_trace]))
+            features['wavelength'][this_fiber] = wavelength_solution(features['pixel'][this_fiber],
+                                                                     features['order'][this_fiber])
+            image.features = features
+        else:
+            logger.error('The xwavecal wavelength solution has failed on this fiber. Check xwavecal logging.')
         return image
 
     @staticmethod

From 19fecbba95a293d7552d42f68973b57cd75f928d Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 8 Apr 2020 14:48:48 -0700
Subject: [PATCH 047/303] More refined WavelengthCalibrate stage

---
 banzai_nres/tests/test_wavelength.py |  2 +-
 banzai_nres/wavelength.py            | 82 +++++++++++++++-------------
 2 files changed, 45 insertions(+), 39 deletions(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index d771c336..9505f96f 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -93,7 +93,7 @@ def test_recalibrate(mock_solve):
     measured_lines = {'wavelength': [10, 11, 50], 'pixel': [1, 2, 3], 'order': [0, 0, 0]}
     line_list = np.array([10.05, 11.05, 60, 11.5])
     pixel, order, principle_order_number = np.arange(10), np.arange(10), 30
-    wavelength_solution = WavelengthCalibrate.recalibrate(measured_lines, line_list, pixel, order, principle_order_number)
+    wavelength_solution = WavelengthCalibrate.fit_wavelength_function(measured_lines, line_list, pixel, order, principle_order_number)
     # the mock patch populated wavelength_solution.model_coefficients with the arguments fed to WavelengthSolution.solve
     # could use mock_solve.assert_called_with here, but it is not as straightforward because measured_lines changes.
     measured_lines, wavelengths_to_fit, weights = wavelength_solution.model_coefficients
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 215bbfba..2c32e693 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -55,6 +55,7 @@ def apply_master_calibration(self, image: NRESObservationFrame, master_calibrati
 
 
 class LineListLoader(CalibrationUser):
+    # TODO Work with Curtis to implement each line in the .db
     """
     Loads the reference line list for wavelength calibration
     """
@@ -79,63 +80,67 @@ def apply_master_calibration(self, image, line_list):
 class WavelengthCalibrate(Stage):
     """
     Stage to recalibrate wavelength-calibration (e.g. arc lamp) frames.
-    We re-wavelength calibrate from scratch if the Arc does not have reference id's assigned to each trace.
-    We lightly recalibrate the wavelength calibration if the arc has reference id's assigned to each trace.
+    We re-wavelength calibrate from scratch if the image does not have a pre-existing wavelength solution.
+    We lightly recalibrate the wavelength calibration if the image has a pre-existing wavelength solution.
     """
     M0_RANGE = (40, 60)  # range of possible values for the integer principle order number.
 
     def do_stage(self, image):
-        ref_id, fibers = get_ref_ids_and_fibers(image.num_traces)
+        ref_ids, fibers = get_ref_ids_and_fibers(image.num_traces)
+        trace_ids = np.arange(1, image.num_traces + 1)
 
-        image.features['order'] = ref_id[image.features['id'] - 1]
+        image.features['order'] = ref_ids[image.features['id'] - 1]
         image.features['fiber'] = fibers[image.features['id'] - 1]
         image.features['wavelength'] = np.zeros_like(image.features['pixel'], dtype=float)
         blind_solve = True if image.wavelengths is None else False
-        for fiber in list(set(fibers)):
-            image = self.calibrate_fiber(fiber, fibers, ref_id, image, blind_solve)
-        return image
 
-    def calibrate_fiber(self, fiber, fibers, ref_ids, image, blind_solve=True):
-        logger.info('Wavelength calibrating the {0} fiber'.format({0: 'first', 1: 'second'}[fiber]), image=image)
-        features = image.features
+        image.wavelengths = np.zeros_like(image.data, dtype=float)
+        for fiber in list(set(fibers)):
+            logger.info('Wavelength calibrating the {0} fiber'.format({0: 'first', 1: 'second'}[fiber]), image=image)
+            features = image.features[np.equal(image.features['fiber'], fiber)]
+            feature_wavelengths, m0 = self.calibrate_fiber(features, ref_ids[fibers == fiber], trace_ids[fibers == fiber], image, blind_solve)
+            if feature_wavelengths is None:
+                logger.error('The xwavecal wavelength solution has failed on this fiber. Check xwavecal logging.')
+                continue
+            features['wavelength'] = feature_wavelengths
+
+            pixel, order = np.arange(image.data.shape[1]), np.sort(ref_ids[fibers == fiber]).astype(int)
+            wavelength_solution = self.fit_wavelength_function(features[fibers == fiber], image.line_list, pixel, order, m0)
+            image.features[fibers == fiber] = wavelength_solution(features['pixel'][fibers == fiber],
+                                                                  features['order'][fibers == fiber])
+            image.wavelengths = self.create_wavelengths_image(image, trace_ids, ref_ids, wavelength_solution)
 
-        pixel, order = np.arange(image.data.shape[1]), np.sort(ref_ids[fibers == fiber]).astype(int)
-        trace_ids = np.arange(1, image.num_traces + 1)
-        this_fiber = np.equal(features['fiber'], fiber)
-        x2d, y2d = np.meshgrid(np.arange(image.shape[1]), np.arange(image.shape[0]))
+        return image
 
+    def calibrate_fiber(self, features, ref_ids, trace_ids, image, blind_solve=True):
         if blind_solve:
+            # get feature wavelengths without a prior:
             logger.info('Blind solving for the wavelengths of this fiber.')
-            feature_wavelengths, m0 = wavelength_calibrate(dict(features[this_fiber]), image.line_list,
+            pixel, order = np.arange(image.data.shape[1]), np.sort(ref_ids).astype(int)
+            # TODO think of some new name instead of wavelength_calibrate, find_feature_wavelengths.
+            feature_wavelengths, m0 = wavelength_calibrate(dict(features), image.line_list,
                                                            pixel, order, m0_range=self.M0_RANGE)
         else:
-            # adopt wavelengths for the emission lines from the existing solution, good to 1 pixel.
+            # get feature wavelengths from the past solution:
             # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
-            feature_wavelengths = image.wavelengths[features['ycentroid'][this_fiber].astype(int),
-                                                    features['xcentroid'][this_fiber].astype(int)]
+            feature_wavelengths = image.wavelengths[features['ycentroid'].astype(int),
+                                                    features['xcentroid'].astype(int)]
             # Get m0. This m0 value needs to be exactly the correct integer value.
-            center_wavelengths = self.get_center_wavelengths(image.wavelengths, image.traces, trace_ids[fibers == fiber])
-            m0 = self.get_principle_order_number(np.arange(*self.M0_RANGE), center_wavelengths, ref_ids[fibers == fiber])
-        if feature_wavelengths is not None:
-            features['wavelength'][this_fiber] = feature_wavelengths
-            image.wavelengths = np.zeros_like(image.data, dtype=float)
-
-            # update the wavelength solution
-            wavelength_solution = self.recalibrate(features[this_fiber], image.line_list, pixel, order, m0)
-            # overwrite old wavelengths with the new wavelengths
-            for trace_id, ref_id in zip(trace_ids[fibers == fiber], ref_ids[fibers == fiber]):
-                this_trace = np.isclose(image.traces, trace_id)
-                image.wavelengths[this_trace] = wavelength_solution(x2d[this_trace],
-                                                                    ref_id * np.ones_like(x2d[this_trace]))
-            features['wavelength'][this_fiber] = wavelength_solution(features['pixel'][this_fiber],
-                                                                     features['order'][this_fiber])
-            image.features = features
-        else:
-            logger.error('The xwavecal wavelength solution has failed on this fiber. Check xwavecal logging.')
-        return image
+            center_wavelengths = self.get_center_wavelengths(image.wavelengths, image.traces, trace_ids)
+            m0 = self.get_principle_order_number(np.arange(*self.M0_RANGE), center_wavelengths, ref_ids)
+        return feature_wavelengths, m0
+
+    @staticmethod
+    def create_wavelengths_image(image, trace_ids, ref_ids, wavelength_solution):
+        # overwrite old wavelengths with the new wavelengths
+        x2d, y2d = np.meshgrid(np.arange(image.shape[1]), np.arange(image.shape[0]))
+        for trace_id, ref_id in zip(trace_ids, ref_ids):
+            this_trace = np.isclose(image.traces, trace_id)
+            image.wavelengths[this_trace] = wavelength_solution(x2d[this_trace], ref_id * np.ones_like(x2d[this_trace]))
+        return image.wavelengths
 
     @staticmethod
-    def recalibrate(features, line_list, pixel, order, principle_order_number):
+    def fit_wavelength_function(features, line_list, pixel, order, principle_order_number):
         """
         Recalibrate an existing wavelength solution using new measured spectral features.
         :param features:
@@ -148,6 +153,7 @@ def recalibrate(features, line_list, pixel, order, principle_order_number):
         x and order, respectively.
         where x and order are ndarray's of the same shape.
         """
+        # see if you can avoid providing WavelengthSolution the domain over it which it will be evaluated.
         wcs = WavelengthSolution(model=MODELS.get('final_wavelength_model'),
                                  min_order=np.min(order), max_order=np.max(order),
                                  min_pixel=np.min(pixel), max_pixel=np.max(pixel),

From a44942cb067501cc3e7528dae83b1c9a71cfa6ef Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 8 Apr 2020 17:23:13 -0700
Subject: [PATCH 048/303] Fix API_ROOT and RAW_DATA_FRAME_URL for dev
 deployment.

---
 helm-chart/banzai-nres/values-dev.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index ff4ed215..8f96b635 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -25,11 +25,11 @@ CALIBRATE_PROPOSAL_ID: calibrate
 
 OBSERVATION_PORTAL_URL: http://internal-observation-portal.lco.gtn/api/observations/
 
-API_ROOT: http://archiveapi-dev/
+API_ROOT: http://banzai-nres-archive-api-archiveapi.dev/
 
 BUCKET: archivetest.lco.global
 
-RAW_DATA_FRAME_URL: "http://archiveapi-internal/"
+RAW_DATA_FRAME_URL: "http://archiveapi-internal.prod/frames"
 
 INGESTER_PROCESS_NAME: "banzai-nres-dev"
 

From 2f305bb0906dcdbea23c09ce2849b145364f1c05 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 8 Apr 2020 17:58:56 -0700
Subject: [PATCH 049/303] Coerce frame id from archive into expected format.

---
 banzai_nres/main.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/banzai_nres/main.py b/banzai_nres/main.py
index 36a700bf..7e934a4b 100644
--- a/banzai_nres/main.py
+++ b/banzai_nres/main.py
@@ -103,6 +103,7 @@ def add_bpms_from_archive():
 
     frame_factory = import_utils.import_attribute(banzai_nres.settings.FRAME_FACTORY)()
     for frame in results:
+        frame['frameid'] = frame['id']
         bpm_image = frame_factory.open(frame, args)
         bpm_image.is_master = True
         dbs.save_calibration_info(frame['filename'], bpm_image, args.db_address)

From febb304e69f7136a6a547991d4852aa84a15495f Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 8 Apr 2020 18:22:13 -0700
Subject: [PATCH 050/303] Add banzai nres settings to context when filling in
 BPMs from archive

---
 banzai_nres/main.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/main.py b/banzai_nres/main.py
index 7e934a4b..42952bb5 100644
--- a/banzai_nres/main.py
+++ b/banzai_nres/main.py
@@ -93,14 +93,15 @@ def add_bpms_from_archive():
                         default='mysql://cmccully:password@localhost/test',
                         help='Database address: Should be in SQLAlchemy form')
     args = parser.parse_args()
+    add_settings_to_context(args, banzai_nres.settings)
     # Query the archive for all bpm files
     url = f'{banzai_nres.settings.ARCHIVE_FRAME_URL}/?OBSTYPE=BPM'
     archive_auth_token = banzai_nres.settings.ARCHIVE_AUTH_TOKEN
     response = requests.get(url, headers=archive_auth_token)
     response.raise_for_status()
     results = response.json()['results']
-    # Load each one, saving the calibration info for each
 
+    # Load each one, saving the calibration info for each
     frame_factory = import_utils.import_attribute(banzai_nres.settings.FRAME_FACTORY)()
     for frame in results:
         frame['frameid'] = frame['id']

From 0621335717075bd81e239a81af6e3065a434543f Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Fri, 10 Apr 2020 15:07:58 -0700
Subject: [PATCH 051/303] Update upstream version of BANZAI: buffer fix for
 file opening via s3

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 30c81f4c..d626e36f 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-170-g98199ab
+FROM docker.lco.global/banzai:0.28.9-186-gf2bf122
 
 USER root
 

From 860719799ff2e4591f6ec07716d4111a19ce7999 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Fri, 10 Apr 2020 15:20:23 -0700
Subject: [PATCH 052/303] Update to use upstream build: fix for header keyword
 access in frame factory

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index d626e36f..4eb987bf 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-186-gf2bf122
+FROM docker.lco.global/banzai:0.28.9-187-g22f7529
 
 USER root
 

From 7a0d4d3a7eb90b07cebfd215711d4600d044a490 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Fri, 10 Apr 2020 15:57:23 -0700
Subject: [PATCH 053/303] Update to use upstream build: short-circuit out of
 reduction when instrument is not found

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 4eb987bf..0064b461 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-187-g22f7529
+FROM docker.lco.global/banzai:0.28.9-188-gdc70c0d
 
 USER root
 

From 862651af3b19f76841cef4685005e7e66d3d8d9a Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Fri, 10 Apr 2020 19:27:43 -0700
Subject: [PATCH 054/303] Only save BPMs to the database if they successfully
 return from the frame factory

---
 banzai_nres/main.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/main.py b/banzai_nres/main.py
index 42952bb5..99b9151f 100644
--- a/banzai_nres/main.py
+++ b/banzai_nres/main.py
@@ -106,5 +106,6 @@ def add_bpms_from_archive():
     for frame in results:
         frame['frameid'] = frame['id']
         bpm_image = frame_factory.open(frame, args)
-        bpm_image.is_master = True
-        dbs.save_calibration_info(frame['filename'], bpm_image, args.db_address)
+        if bpm_image is not None:
+            bpm_image.is_master = True
+            dbs.save_calibration_info(frame['filename'], bpm_image, args.db_address)

From d0fe2d697faac60f30f9d630cf7b0ee6de9586da Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Fri, 10 Apr 2020 21:36:40 -0700
Subject: [PATCH 055/303] Update values to use correct banzai nres dev s3
 bucket

---
 helm-chart/banzai-nres/values-dev.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index 8f96b635..c5aa9b4f 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -27,7 +27,7 @@ OBSERVATION_PORTAL_URL: http://internal-observation-portal.lco.gtn/api/observati
 
 API_ROOT: http://banzai-nres-archive-api-archiveapi.dev/
 
-BUCKET: archivetest.lco.global
+BUCKET: banzai-nres-lco-global
 
 RAW_DATA_FRAME_URL: "http://archiveapi-internal.prod/frames"
 

From c4f573d812e15a46afdb4aabd3587972044a313c Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 13 Apr 2020 13:58:14 -0700
Subject: [PATCH 056/303] non functional commit. refactored
 WavelengthCalibrate.

---
 banzai_nres/wavelength.py | 82 +++++++++++++++++----------------------
 1 file changed, 35 insertions(+), 47 deletions(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 2c32e693..50f0316b 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -86,49 +86,40 @@ class WavelengthCalibrate(Stage):
     M0_RANGE = (40, 60)  # range of possible values for the integer principle order number.
 
     def do_stage(self, image):
-        ref_ids, fibers = get_ref_ids_and_fibers(image.num_traces)
-        trace_ids = np.arange(1, image.num_traces + 1)
+        image.features = self._init_feature_labels(image)
+        if image.wavelengths is None:
+            # get feature wavelengths without a prior:
+            logger.info('Blind solving for the wavelengths.')
+            # TODO think of some new name instead of wavelength_calibrate, find_feature_wavelengths.
+            # TODO dont feed this pixel, order. Also, dont return m0.
+            # TODO have this function calibrate all the fibers in features.
+            image.features['wavelength'] = wavelength_calibrate(dict(image.features), image.line_list, m0_range=self.M0_RANGE)
+        else:
+            logger.info('Getting feature wavelengths from past solution.')
+            # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
+            image.features['wavelength'] = image.wavelengths[image.features['ycentroid'].astype(int),
+                                                             image.features['xcentroid'].astype(int)]
+        self.fit_wavelength_solution(image)
+        return image
 
-        image.features['order'] = ref_ids[image.features['id'] - 1]
-        image.features['fiber'] = fibers[image.features['id'] - 1]
-        image.features['wavelength'] = np.zeros_like(image.features['pixel'], dtype=float)
-        blind_solve = True if image.wavelengths is None else False
-
-        image.wavelengths = np.zeros_like(image.data, dtype=float)
-        for fiber in list(set(fibers)):
-            logger.info('Wavelength calibrating the {0} fiber'.format({0: 'first', 1: 'second'}[fiber]), image=image)
-            features = image.features[np.equal(image.features['fiber'], fiber)]
-            feature_wavelengths, m0 = self.calibrate_fiber(features, ref_ids[fibers == fiber], trace_ids[fibers == fiber], image, blind_solve)
-            if feature_wavelengths is None:
+    def fit_wavelength_solution(self, image):
+        for fiber in list(set(image.features['fiber'])):
+            if np.all(image.features['wavelength'][fibers == fiber]) is None:
                 logger.error('The xwavecal wavelength solution has failed on this fiber. Check xwavecal logging.')
                 continue
-            features['wavelength'] = feature_wavelengths
 
-            pixel, order = np.arange(image.data.shape[1]), np.sort(ref_ids[fibers == fiber]).astype(int)
-            wavelength_solution = self.fit_wavelength_function(features[fibers == fiber], image.line_list, pixel, order, m0)
-            image.features[fibers == fiber] = wavelength_solution(features['pixel'][fibers == fiber],
-                                                                  features['order'][fibers == fiber])
+            trace_ids = np.arange(1, image.num_traces + 1)
+            wavelength_solution = self.fit_wavelength_function(features[fibers == fiber], image.line_list)
+            image.features['wavelength'][fibers == fiber] = wavelength_solution(features['pixel'][fibers == fiber],
+                                                                                features['order'][fibers == fiber])
             image.wavelengths = self.create_wavelengths_image(image, trace_ids, ref_ids, wavelength_solution)
 
-        return image
-
-    def calibrate_fiber(self, features, ref_ids, trace_ids, image, blind_solve=True):
-        if blind_solve:
-            # get feature wavelengths without a prior:
-            logger.info('Blind solving for the wavelengths of this fiber.')
-            pixel, order = np.arange(image.data.shape[1]), np.sort(ref_ids).astype(int)
-            # TODO think of some new name instead of wavelength_calibrate, find_feature_wavelengths.
-            feature_wavelengths, m0 = wavelength_calibrate(dict(features), image.line_list,
-                                                           pixel, order, m0_range=self.M0_RANGE)
-        else:
-            # get feature wavelengths from the past solution:
-            # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
-            feature_wavelengths = image.wavelengths[features['ycentroid'].astype(int),
-                                                    features['xcentroid'].astype(int)]
-            # Get m0. This m0 value needs to be exactly the correct integer value.
-            center_wavelengths = self.get_center_wavelengths(image.wavelengths, image.traces, trace_ids)
-            m0 = self.get_principle_order_number(np.arange(*self.M0_RANGE), center_wavelengths, ref_ids)
-        return feature_wavelengths, m0
+    @staticmethod
+    def _init_feature_labels(image):
+        ref_ids, fibers = get_ref_ids_and_fibers(image.num_traces)
+        image.features['order'] = ref_ids[image.features['id'] - 1]
+        image.features['fiber'] = fibers[image.features['id'] - 1]
+        return image.features
 
     @staticmethod
     def create_wavelengths_image(image, trace_ids, ref_ids, wavelength_solution):
@@ -140,25 +131,21 @@ def create_wavelengths_image(image, trace_ids, ref_ids, wavelength_solution):
         return image.wavelengths
 
     @staticmethod
-    def fit_wavelength_function(features, line_list, pixel, order, principle_order_number):
+    def fit_wavelength_function(features, line_list):
         """
         Recalibrate an existing wavelength solution using new measured spectral features.
         :param features:
         :param line_list:
-        :param pixel:
-        :param order:
-        :param principle_order_number:
+        Real diffraction order number of the i=0 diffraction order. Also known as m0.
         :return: wavelength_solution. xwavecal.wavelength.WavelengthSolution.
         wavelength_solution(x, order) will give the wavelength of the len(x) points with pixel and order coordinates
         x and order, respectively.
         where x and order are ndarray's of the same shape.
         """
+        m0 = self.get_principle_order_number(np.arange(*self.M0_RANGE), center_wavelengths, ref_ids)
         # see if you can avoid providing WavelengthSolution the domain over it which it will be evaluated.
-        wcs = WavelengthSolution(model=MODELS.get('final_wavelength_model'),
-                                 min_order=np.min(order), max_order=np.max(order),
-                                 min_pixel=np.min(pixel), max_pixel=np.max(pixel),
-                                 measured_lines=dict(features), reference_lines=line_list,
-                                 m0=principle_order_number)
+        wcs = WavelengthSolution(model=MODELS.get('final_wavelength_model'), measured_lines=dict(features),
+                                 reference_lines=line_list, m0=m0)
         wavelengths_to_fit = find_nearest(features['wavelength'], np.sort(line_list))
         weights = np.ones_like(wavelengths_to_fit, dtype=float)
         # consider weights = features['flux']/features['flux_err'] or 1/features['flux_err']**2
@@ -168,7 +155,7 @@ def fit_wavelength_function(features, line_list, pixel, order, principle_order_n
         return wcs
 
     @staticmethod
-    def get_principle_order_number(m0_values, center_wavelengths, ref_ids):
+    def get_principle_order_number(m0_values, wavelengths, traces, trace_ids, ref_ids):
         """
         Finds the principle order number m0. Selects the m0 such that the function y(i) = (m0 + i) * central_wavelengths
         has the smallest slope. I.e. this selects the m0 that allows constant/(m0+i) to best fit central_wavelengths.
@@ -184,6 +171,7 @@ def get_principle_order_number(m0_values, center_wavelengths, ref_ids):
         The principle order number for the fiber from which central_wavelengths were taken.
         This is the true order index of the the trace that corresponds to ref_id[0].
         """
+        center_wavelengths = self.get_center_wavelengths(wavelengths, traces, trace_ids)
         slopes = []
         for m0 in m0_values:
             # note: replacing np.ptp with some outlier resistant measure of the scatter would be more robust.

From 586488860eb3e6b9efd8abdcbc44bb73e3ab3f57 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Mon, 13 Apr 2020 15:04:35 -0700
Subject: [PATCH 057/303] Fix malformed TASK_HOST enviroment variable for
 celery task queue

---
 helm-chart/banzai-nres/templates/_helpers.tpl | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index 85513cba..40e562a9 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -93,7 +93,7 @@ Define shared environment variables
       name: banzai-nres-secrets
       key: rabbitmq-password
 - name: TASK_HOST
-  value: amqp://{{ .Values.rabbitmq.rabbitmq.username }}@$(RABBITMQ_PASSWORD)$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost }}
+  value: amqp://{{ .Values.rabbitmq.rabbitmq.username }}:$(RABBITMQ_PASSWORD)@$(RABBITMQ_HOST)/{{ .Values.rabbitmq.vhost }}
 - name: RETRY_DELAY
   value: "600000"
 - name: CALIBRATE_PROPOSAL_ID

From 11d9f7494db135bffa46d6e586a7f34d167684db Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Mon, 13 Apr 2020 15:19:52 -0700
Subject: [PATCH 058/303] Update to use upstream build: Log exception when
 failing to construct image object from queue message. Increase RabbitMQ
 resources.

---
 Dockerfile                             | 2 +-
 helm-chart/banzai-nres/values-dev.yaml | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 0064b461..62142d25 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-188-gdc70c0d
+FROM docker.lco.global/banzai:0.28.9-189-gd7173fd
 
 USER root
 
diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index c5aa9b4f..e9d95c07 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -70,10 +70,10 @@ rabbitmq:
   resources:
     requests:
       cpu: 200m
-      memory: 256Mi
+      memory: 512Mi
     limits:
       cpu: 1
-      memory: 512Mi
+      memory: 1Gi
 
 
 configdb_url: "http://configdb.lco.gtn/sites/"

From f8e1bf8075e17d926fe96d178f5001a7e0ce3a51 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Mon, 13 Apr 2020 15:34:22 -0700
Subject: [PATCH 059/303] Update to use upstream build: Add required file_path
 argument to observation_frame_class constructor

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 62142d25..827957b1 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-189-gd7173fd
+FROM docker.lco.global/banzai:0.28.9-190-g6733fde
 
 USER root
 

From 0d3a5a5167b82839c66891adad0a4abc1732e4ed Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Mon, 13 Apr 2020 15:47:28 -0700
Subject: [PATCH 060/303] Update to use upstream build: Check that test_image's
 instrument is None before we abort.

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 827957b1..651f5e95 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-190-g6733fde
+FROM docker.lco.global/banzai:0.28.9-191-gbd015c7
 
 USER root
 

From 54e1e78bed7bc46df560478adcbf7ef3a7d83339 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Mon, 13 Apr 2020 16:01:49 -0700
Subject: [PATCH 061/303] Update to use upstream build: Fix logic when
 determining when image can be processed.

---
 Dockerfile              | 2 +-
 banzai_nres/settings.py | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 651f5e95..4b8f143d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-191-gbd015c7
+FROM docker.lco.global/banzai:0.28.9-192-gdeaa711
 
 USER root
 
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 341baaa7..acc97174 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -96,5 +96,6 @@
 FITS_EXCHANGE = os.getenv('FITS_EXCHANGE', 'archived_fits')
 
 RAW_DATA_FRAME_URL = os.getenv('RAW_DATA_FRAME_URL', ARCHIVE_API_ROOT)
+RAW_DATA_AUTH_TOKEN = os.getenv('RAW_DATA_AUTH_TOKEN')
 
 LOSSLESS_EXTENSIONS = ['PROFILE']

From eb43391d326b9016f5b300c638f517f64a4ce0cb Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Tue, 14 Apr 2020 12:11:50 -0700
Subject: [PATCH 062/303] Initial version of QC code to assess quality of
 wavelength solution. The logic is all there but the code probably does not
 actually work yet.

---
 banzai_nres/qc/wavelength_solution_checker.py | 41 +++++++++++++++++++
 banzai_nres/settings.py                       |  1 +
 banzai_nres/tests/test_wavelength.py          |  8 ++++
 3 files changed, 50 insertions(+)
 create mode 100644 banzai_nres/qc/wavelength_solution_checker.py

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
new file mode 100644
index 00000000..b48808b6
--- /dev/null
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -0,0 +1,41 @@
+import numpy as np
+
+import logging
+
+from banzai.stages import Stage
+from banzai.calibrations import CalibrationStacker, CalibrationUser
+
+from banzai_nres.wavelength import LineListLoader
+
+class AssessWavelengthSolution(Stage):
+    """
+    Calculate the dispersion in the wavelength solution and assess whether it is photon-limited or not
+    @author:mjohnson
+    """
+
+    def __init__(self,runtime_context):
+        super(AssessWavelengthSolution, self).__init__(runtime_context)
+    
+    def do_stage(self,image):
+        line_list = LineListLoader.do_stage(image)
+        self.calculate_dispersion(image,line_list,raw_dispersion,good_dispersion,raw_chi_squared,good_chi_squared)
+        qc_results = {'raw_dispersion':raw_dispersion, 'good_dispersion':good_dispersion, 'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared}
+        qc.save_qc_results(self.runtime_context, qc_results, image)
+
+    def calculate_dispersion(self,image,line_list):
+        measured_wavelengths = image.features['wavelength']
+        #actual_wavelengths = image.wcs.measured_lines['wavelength']
+        difference = measured_wavelengths - line_list
+        raw_dispersion = np.std(difference)
+        low_scatter_lines = np.isclose(difference,0,atol=0.1)
+        good_dispersion = np.std(difference[low_scatter_lines])
+        self.calculate_centroid_errors(image,feature_centroid_uncertainty)
+        raw_chi_squared = np.sum((difference/feature_centroid_uncertainty)**2)/len(difference)
+        good_chi_squared = np.sum((difference[low_scatter_lines]/feature_centroid_uncertainty[low_scatter_lines])**2)/len(difference[low_scatter_lines])
+        return raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared
+
+    def calculate_centroid_errors(self,image):
+        feature_width = 2.0 #pixels, guess for now -- assuming all features have same width
+        feature_flux = image.features['flux']*np.sqrt(2.*np.pi)/feature_width
+        feature_centroid_uncertainty = 0.412 * feature_flux * 2. * feature_width
+        return feature_centroid_uncertainty
\ No newline at end of file
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 35f9edae..33e0cab7 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -70,6 +70,7 @@
                                          'banzai_nres.background.BackgroundSubtractor',
                                          'banzai_nres.wavelength.IdentifyFeatures',
                                          'banzai_nres.wavelength.WavelengthCalibrate',
+                                         'banzai_nres.qc.AssessWavelengthSolution'
                                          ]
                               }
 
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 9505f96f..575456aa 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -9,6 +9,8 @@
 import mock
 
 
+
+
 class TestIdentifyFeatures:
     sigma = 1.0
     data = np.zeros((100, 100))
@@ -138,3 +140,9 @@ def test_get_ref_ids_and_fibers():
     ref_id, fibers = get_ref_ids_and_fibers(6)
     assert np.allclose(ref_id, [0, 0, 1, 1, 2, 2])
     assert np.allclose(fibers, [0, 1, 0, 1, 0, 1])
+
+class TestQCChecks:
+    from banzai_nres.qc import AssessWavelengthSolution
+    test_image = TestWavelengthCalibrate.generate_image()
+    AssessWavelengthSolution.calculate_dispersion(test_image,test_image.line_list,dispersion_metrics)
+    AssessWavelengthSolution.calculate_photon_limited_dispersion(test_image,feature_centroid_uncertainty)
\ No newline at end of file

From e2e950660ad53be6ccd57a3252226371cc6f3905 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Tue, 14 Apr 2020 12:40:38 -0700
Subject: [PATCH 063/303] Construct full auth header for raw data auth token.

---
 banzai_nres/settings.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index acc97174..d6738f81 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -96,6 +96,6 @@
 FITS_EXCHANGE = os.getenv('FITS_EXCHANGE', 'archived_fits')
 
 RAW_DATA_FRAME_URL = os.getenv('RAW_DATA_FRAME_URL', ARCHIVE_API_ROOT)
-RAW_DATA_AUTH_TOKEN = os.getenv('RAW_DATA_AUTH_TOKEN')
+RAW_DATA_AUTH_TOKEN = {'Authorization': f'Token {os.getenv("RAW_DATA_AUTH_TOKEN")}'}
 
 LOSSLESS_EXTENSIONS = ['PROFILE']

From caaea4456c20c24801784f64e0e6a459a0acca8d Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Tue, 14 Apr 2020 15:07:47 -0700
Subject: [PATCH 064/303] Update to use upstream build: Fix DataTable to
 optionally take metadata from header, and infer from data if not present.

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 4b8f143d..dff0d534 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-192-gdeaa711
+FROM docker.lco.global/banzai:0.28.9-193-g382ca2c
 
 USER root
 

From d407c9f4e06fbcb6f8dbb9c2a3df088c33919139 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 15 Apr 2020 10:06:14 -0700
Subject: [PATCH 065/303] Update to use upstream build: If the filepath in the
 DB is not set, make sure we set the path to None when constructing file_info

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index dff0d534..5c851ffd 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-193-g382ca2c
+FROM docker.lco.global/banzai:0.28.9-194-gc3003f2
 
 USER root
 

From 3483d1979c5ddd185e2b174569a4723cc85cc99f Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 15 Apr 2020 13:47:27 -0700
Subject: [PATCH 066/303] changed wavelength_calibrate to
 find_feature_wavelengths to match xwavecal.

---
 banzai_nres/wavelength.py | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 50f0316b..2d1d81ae 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -5,7 +5,7 @@
 
 from banzai_nres.frames import NRESObservationFrame
 from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
-from xwavecal.wavelength import wavelength_calibrate, WavelengthSolution
+from xwavecal.wavelength import find_feature_wavelengths, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
 
 import sep
@@ -90,10 +90,10 @@ def do_stage(self, image):
         if image.wavelengths is None:
             # get feature wavelengths without a prior:
             logger.info('Blind solving for the wavelengths.')
-            # TODO think of some new name instead of wavelength_calibrate, find_feature_wavelengths.
-            # TODO dont feed this pixel, order. Also, dont return m0.
             # TODO have this function calibrate all the fibers in features.
-            image.features['wavelength'] = wavelength_calibrate(dict(image.features), image.line_list, m0_range=self.M0_RANGE)
+            image.features['wavelength'] = find_feature_wavelengths(dict(image.features), image.line_list,
+                                                                    max_pixel=image.data.shape[1] - 1, min_pixel=0,
+                                                                    m0_range=self.M0_RANGE)
         else:
             logger.info('Getting feature wavelengths from past solution.')
             # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
@@ -143,6 +143,7 @@ def fit_wavelength_function(features, line_list):
         where x and order are ndarray's of the same shape.
         """
         m0 = self.get_principle_order_number(np.arange(*self.M0_RANGE), center_wavelengths, ref_ids)
+        logger.info('Principle order number is {0}'.format(m0))
         # see if you can avoid providing WavelengthSolution the domain over it which it will be evaluated.
         wcs = WavelengthSolution(model=MODELS.get('final_wavelength_model'), measured_lines=dict(features),
                                  reference_lines=line_list, m0=m0)

From 1b88ff115b06738cff0f4291910d42c6ee5e3b95 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 15 Apr 2020 13:51:01 -0700
Subject: [PATCH 067/303] Update to use upstream build: Add filename to
 file_info for calibration images

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 5c851ffd..a0d41f5f 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-194-gc3003f2
+FROM docker.lco.global/banzai:0.28.9-195-g2c1b772
 
 USER root
 

From 7806d52d67a4ea3b8097b391225458cb059d47de Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 15 Apr 2020 14:43:19 -0700
Subject: [PATCH 068/303] more refactoring. non functional commit.

---
 banzai_nres/utils/wavelength_utils.py |  7 +++
 banzai_nres/wavelength.py             | 70 ++++++++++++---------------
 2 files changed, 39 insertions(+), 38 deletions(-)

diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index 15a0edaa..ef5cc267 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -31,3 +31,10 @@ def group_features_by_trace(features, traces):
     """
     features['id'] = traces[np.array(features['ycentroid'], dtype=int), np.array(features['xcentroid'], dtype=int)]
     return features
+
+
+def get_center_wavelengths(wavelengths, traces, trace_ids):
+    # get the center wavelength from each trace in trace_ids.
+    cc = wavelengths.shape[1] // 2
+    center_wavelengths = [wavelengths[:, cc][traces[:, cc] == i].flatten()[0] for i in trace_ids]
+    return center_wavelengths
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 2d1d81ae..5913cf4a 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -4,7 +4,7 @@
 from banzai.calibrations import CalibrationStacker, CalibrationUser
 
 from banzai_nres.frames import NRESObservationFrame
-from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
+from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, get_center_wavelengths
 from xwavecal.wavelength import find_feature_wavelengths, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
 
@@ -86,11 +86,10 @@ class WavelengthCalibrate(Stage):
     M0_RANGE = (40, 60)  # range of possible values for the integer principle order number.
 
     def do_stage(self, image):
-        image.features = self._init_feature_labels(image)
+        image.features = self._init_feature_labels(image.num_traces, image.features)
         if image.wavelengths is None:
             # get feature wavelengths without a prior:
             logger.info('Blind solving for the wavelengths.')
-            # TODO have this function calibrate all the fibers in features.
             image.features['wavelength'] = find_feature_wavelengths(dict(image.features), image.line_list,
                                                                     max_pixel=image.data.shape[1] - 1, min_pixel=0,
                                                                     m0_range=self.M0_RANGE)
@@ -103,37 +102,37 @@ def do_stage(self, image):
         return image
 
     def fit_wavelength_solution(self, image):
-        for fiber in list(set(image.features['fiber'])):
-            if np.all(image.features['wavelength'][fibers == fiber]) is None:
+        fibers = list(set(image.features['fiber']))
+        for fiber in fibers:
+            this_fiber = image.features['fiber'] == fiber
+            if np.all(image.features['wavelength'][this_fiber]) is None:
                 logger.error('The xwavecal wavelength solution has failed on this fiber. Check xwavecal logging.')
                 continue
 
-            trace_ids = np.arange(1, image.num_traces + 1)
-            wavelength_solution = self.fit_wavelength_function(features[fibers == fiber], image.line_list)
-            image.features['wavelength'][fibers == fiber] = wavelength_solution(features['pixel'][fibers == fiber],
-                                                                                features['order'][fibers == fiber])
-            image.wavelengths = self.create_wavelengths_image(image, trace_ids, ref_ids, wavelength_solution)
+            wavelength_solution = self.fit_wavelength_function(image.wavelengths, image.traces, image.num_traces,
+                                                               image.features[this_fiber], image.line_list)
+            image.features['wavelength'][fibers == fiber] = wavelength_solution(image.features['pixel'][this_fiber],
+                                                                                image.features['order'][this_fiber])
+            # populate a wavelengths image using the 2d polynomial function wavelength_solution
+            # the x2d, y2d, really should be x2d order2d and that should be fed to populate each trace.
+            ref_ids, fiber_ids, trace_ids = get_ref_ids_and_fibers(image.num_traces)
+            x2d, y2d = np.meshgrid(np.arange(image.shape[1]), np.arange(image.shape[0]))
+            for trace_id, ref_id in zip(trace_ids[fiber_ids == fiber], ref_ids[fiber_ids == fiber]):
+                this_trace = np.isclose(image.traces, trace_id)
+                image.wavelengths[this_trace] = wavelength_solution(x2d[this_trace], ref_id * np.ones_like(x2d[this_trace]))
 
     @staticmethod
-    def _init_feature_labels(image):
-        ref_ids, fibers = get_ref_ids_and_fibers(image.num_traces)
-        image.features['order'] = ref_ids[image.features['id'] - 1]
-        image.features['fiber'] = fibers[image.features['id'] - 1]
-        return image.features
+    def _init_feature_labels(num_traces, features):
+        ref_ids, fiber_ids, trace_ids = get_ref_ids_and_fibers(num_traces)
+        features['order'] = ref_ids[features['id'] - 1]
+        features['fiber'] = fiber_ids[features['id'] - 1]
+        return features
 
-    @staticmethod
-    def create_wavelengths_image(image, trace_ids, ref_ids, wavelength_solution):
-        # overwrite old wavelengths with the new wavelengths
-        x2d, y2d = np.meshgrid(np.arange(image.shape[1]), np.arange(image.shape[0]))
-        for trace_id, ref_id in zip(trace_ids, ref_ids):
-            this_trace = np.isclose(image.traces, trace_id)
-            image.wavelengths[this_trace] = wavelength_solution(x2d[this_trace], ref_id * np.ones_like(x2d[this_trace]))
-        return image.wavelengths
-
-    @staticmethod
-    def fit_wavelength_function(features, line_list):
+    def fit_wavelength_function(self, wavelengths, traces, num_traces, features, line_list):
         """
         Recalibrate an existing wavelength solution using new measured spectral features.
+        :param wavelengths:
+        :param traces:
         :param features:
         :param line_list:
         Real diffraction order number of the i=0 diffraction order. Also known as m0.
@@ -142,7 +141,8 @@ def fit_wavelength_function(features, line_list):
         x and order, respectively.
         where x and order are ndarray's of the same shape.
         """
-        m0 = self.get_principle_order_number(np.arange(*self.M0_RANGE), center_wavelengths, ref_ids)
+        ref_ids, fiber_ids, trace_ids = get_ref_ids_and_fibers(num_traces)
+        m0 = self.get_principle_order_number(np.arange(*self.M0_RANGE), wavelengths, traces, trace_ids, ref_ids)
         logger.info('Principle order number is {0}'.format(m0))
         # see if you can avoid providing WavelengthSolution the domain over it which it will be evaluated.
         wcs = WavelengthSolution(model=MODELS.get('final_wavelength_model'), measured_lines=dict(features),
@@ -163,8 +163,9 @@ def get_principle_order_number(m0_values, wavelengths, traces, trace_ids, ref_id
         This is exactly what CERES does. See equation 3 of Brahm et al. 2016.
 
         :param m0_values: ndarray of integers. 1d.
-        :param center_wavelengths: ndarray of wavelengths. The wavelengths of the center pixels down the detector, for
-        one fiber
+        :param wavelengths: ndarray of wavelengths. The wavelengths at every pixel in the image.
+        :param traces:
+        :param trace_ids:
         :param ref_ids: ndarray of integers. The reference id's of the traces from which central_wavelengths came.
         Same shape as central_wavelengths. i.e. central_wavelengths[0] is the center wavelength of the trace with reference
         id ref_ids[0]
@@ -172,7 +173,7 @@ def get_principle_order_number(m0_values, wavelengths, traces, trace_ids, ref_id
         The principle order number for the fiber from which central_wavelengths were taken.
         This is the true order index of the the trace that corresponds to ref_id[0].
         """
-        center_wavelengths = self.get_center_wavelengths(wavelengths, traces, trace_ids)
+        center_wavelengths = get_center_wavelengths(wavelengths, traces, trace_ids)
         slopes = []
         for m0 in m0_values:
             # note: replacing np.ptp with some outlier resistant measure of the scatter would be more robust.
@@ -183,13 +184,6 @@ def get_principle_order_number(m0_values, wavelengths, traces, trace_ids, ref_id
                            'wavelength solution could be wrong!')
         return m0_values[np.argmin(slopes)]
 
-    @staticmethod
-    def get_center_wavelengths(wavelengths, traces, trace_ids):
-        # get the center wavelength from each trace in trace_ids.
-        cc = wavelengths.shape[1] // 2
-        center_wavelengths = [wavelengths[:, cc][traces[:, cc] == i].flatten()[0] for i in trace_ids]
-        return center_wavelengths
-
 
 class IdentifyFeatures(Stage):
     """
@@ -226,4 +220,4 @@ def get_ref_ids_and_fibers(num_traces):
         ref_id[fibers == fiber] = np.arange(np.count_nonzero(fibers == fiber))
     # note that the fiber designation does not matter, all that matters is that we separate the two AGU's wavelength
     # solutions.
-    return ref_id, fibers
+    return ref_id, fibers, np.arange(1, num_traces + 1)

From 1a0d7c826510b025177e333e296b354aff7ca422 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 15 Apr 2020 15:57:13 -0700
Subject: [PATCH 069/303] Disable file cache for kubernetes deployment

---
 helm-chart/banzai-nres/templates/listener.yaml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/helm-chart/banzai-nres/templates/listener.yaml b/helm-chart/banzai-nres/templates/listener.yaml
index cd7faf78..2caf2128 100644
--- a/helm-chart/banzai-nres/templates/listener.yaml
+++ b/helm-chart/banzai-nres/templates/listener.yaml
@@ -35,6 +35,7 @@ spec:
             - "--rlevel=91"
             - "--db-address=$(DB_ADDRESS)"
             - "--broker-url=$(FITS_BROKER)"
+            - "--no-file-cache"
           env:
             {{- include "banzai-nres.Env" . | nindent 12 }}
           resources:
@@ -58,6 +59,7 @@ spec:
             - "--rlevel=91"
             - "--db-address=$(DB_ADDRESS)"
             - "--log-level=info"
+            - "--no-file-cache"
           env:
             {{- include "banzai-nres.Env" . | nindent 12 }}
           resources:

From 2c1ea76a852a773a9b094d6e5242b0eb13f43507 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 15 Apr 2020 16:10:56 -0700
Subject: [PATCH 070/303] Update to use upstream build: Add filename to call to
 ingester library.

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index a0d41f5f..83bd617e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-195-g2c1b772
+FROM docker.lco.global/banzai:0.28.9-196-g370048b
 
 USER root
 

From 84a1b97b6de657475c73fadd221a416a6ae39c20 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 15 Apr 2020 16:28:21 -0700
Subject: [PATCH 071/303] Update to use upstream build: Plumb output filename
 to call to ingester library.

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 83bd617e..1f73076c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-196-g370048b
+FROM docker.lco.global/banzai:0.28.9-197-g7a8a6f5
 
 USER root
 

From c899a907c6bd780f6aef3dbcec60734428c30d96 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 15 Apr 2020 17:38:30 -0700
Subject: [PATCH 072/303] Update to use upstream build: Make sure that we do
 not append any erroneous stage results to the final set of processed images
 when running a stage.

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 1f73076c..80e61c70 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-197-g7a8a6f5
+FROM docker.lco.global/banzai:0.28.9-198-g69700c5
 
 USER root
 

From 83a5ba94104f728a7f7fc00d25faad5189f925e0 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 20 Apr 2020 21:10:02 -0700
Subject: [PATCH 073/303] changes to reflect xwavecal. Pinned xwavecal version.

---
 banzai_nres/tests/test_wavelength.py  | 55 +++++++++++---------
 banzai_nres/utils/wavelength_utils.py | 32 ++++++++++++
 banzai_nres/wavelength.py             | 75 ++++++++-------------------
 setup.py                              |  3 +-
 4 files changed, 88 insertions(+), 77 deletions(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 9505f96f..07cf54b0 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -1,5 +1,6 @@
 import numpy as np
-from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace
+from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, \
+    get_center_wavelengths, get_principle_order_number
 from banzai_nres.wavelength import IdentifyFeatures, WavelengthCalibrate, get_ref_ids_and_fibers
 from scipy.ndimage import gaussian_filter
 from banzai_nres.frames import EchelleSpectralCCDData, NRESObservationFrame
@@ -75,25 +76,30 @@ def generate_image(self):
                                       traces=traces, line_list=line_list)], 'foo.fits')
         return image
 
-    @mock.patch('banzai_nres.wavelength.WavelengthCalibrate.calibrate_fiber',
-                side_effect=lambda x, y, z, image, t: image)
-    def test_do_stage(self, mock_calibrate_fiber):
-        input_context = context.Context({})
-        image = WavelengthCalibrate(input_context).do_stage(self.generate_image())
-        assert np.allclose(image.features['order'], [0, 0, 0, 1])
-        assert np.allclose(image.features['fiber'], [0, 0, 1, 0])
+    def test_do_stage(self):
+        # TODO
+        assert True
 
-    def test_calibrate_fiber(self):
+    def refine_wavelengths(self):
         # TODO
         assert True
 
+    def fit_wavelength_model(self):
+        # TODO
+        assert True
+
+    def test_init_feature_labels(self):
+        features = {'id': np.array([1, 2, 3, 3, 4, 5, 6])}
+        features = WavelengthCalibrate.init_feature_labels(6, features)
+        assert np.allclose(features['fiber'], [0, 1, 0, 0, 1, 0, 1])
+        assert np.allclose(features['order'], [0, 0, 1, 1, 1, 2, 2])
+
 
 @mock.patch('banzai_nres.wavelength.WavelengthSolution.solve', side_effect=lambda x, y, z: (x, y, z))
 def test_recalibrate(mock_solve):
-    measured_lines = {'wavelength': [10, 11, 50], 'pixel': [1, 2, 3], 'order': [0, 0, 0]}
+    features = {'wavelength': [10, 11, 50], 'pixel': [1, 2, 3], 'order': [0, 0, 1]}
     line_list = np.array([10.05, 11.05, 60, 11.5])
-    pixel, order, principle_order_number = np.arange(10), np.arange(10), 30
-    wavelength_solution = WavelengthCalibrate.fit_wavelength_function(measured_lines, line_list, pixel, order, principle_order_number)
+    wavelength_solution = WavelengthCalibrate(context.Context({})).fit_wavelength_model(features, line_list, 30)
     # the mock patch populated wavelength_solution.model_coefficients with the arguments fed to WavelengthSolution.solve
     # could use mock_solve.assert_called_with here, but it is not as straightforward because measured_lines changes.
     measured_lines, wavelengths_to_fit, weights = wavelength_solution.model_coefficients
@@ -107,19 +113,20 @@ def test_group_features_by_trace():
     features = group_features_by_trace(features, traces)
     assert np.allclose(features['id'], [0, 1, 2, 0])
 
-
-def test_get_principle_order_number():
-    m0_values, ref_id = np.arange(10, 100), np.arange(20)
+@mock.patch('banzai_nres.utils.wavelength_utils.get_center_wavelengths')
+def test_get_principle_order_number(mock_wavelengths):
+    m0_values, ref_ids = np.arange(10, 100), np.arange(20)
     true_m0 = 30
-    center_wavelengths = np.random.normal(5000, 10, len(ref_id))/(true_m0 + ref_id)
-    assert true_m0 == WavelengthCalibrate.get_principle_order_number(m0_values, center_wavelengths, ref_id)
+    mock_wavelengths.return_value = np.random.normal(5000, 10, len(ref_ids))/(true_m0 + ref_ids)
+    assert true_m0 == get_principle_order_number(m0_values, None, None, None, ref_ids)
 
 
-def test_get_principle_order_number_warns_on_degenerate_m0():
-    m0_values, ref_id = 30*np.ones(40), np.arange(20)
+@mock.patch('banzai_nres.utils.wavelength_utils.get_center_wavelengths')
+def test_get_principle_order_number_warns_on_degenerate_m0(mock_wavelengths):
+    m0_values, ref_ids = 30*np.ones(40), np.arange(20)
     true_m0 = 30
-    center_wavelengths = np.random.normal(5000, 50, len(ref_id))/(true_m0 + ref_id)
-    WavelengthCalibrate.get_principle_order_number(m0_values, center_wavelengths, ref_id)
+    mock_wavelengths.return_value = np.random.normal(5000, 50, len(ref_ids))/(true_m0 + ref_ids)
+    get_principle_order_number(m0_values, None, None, None, ref_ids)
     # right now this just tests whether the warning if statement does not cause a crash.
     assert True
 
@@ -127,14 +134,14 @@ def test_get_principle_order_number_warns_on_degenerate_m0():
 def test_get_center_wavelengths():
     trace_ids = np.array([1, 2])
     traces = np.array([[0, 0, 0], [1, 1, 1], [1, 1, 1], [0, 0, 0], [0, 0, 0], [2, 2, 2]])
-    center_wavelengths = WavelengthCalibrate.get_center_wavelengths(traces * 3, traces, trace_ids)
+    center_wavelengths = get_center_wavelengths(traces * 3, traces, trace_ids)
     assert np.allclose(center_wavelengths, [3, 6])
 
 
 def test_get_ref_ids_and_fibers():
-    ref_id, fibers = get_ref_ids_and_fibers(3)
+    ref_id, fibers, trace_ids = get_ref_ids_and_fibers(3)
     assert np.allclose(ref_id, [0, 0, 1])
     assert np.allclose(fibers, [0, 1, 0])
-    ref_id, fibers = get_ref_ids_and_fibers(6)
+    ref_id, fibers, trace_ids = get_ref_ids_and_fibers(6)
     assert np.allclose(ref_id, [0, 0, 1, 1, 2, 2])
     assert np.allclose(fibers, [0, 1, 0, 1, 0, 1])
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index ef5cc267..fd921596 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -1,6 +1,9 @@
 import numpy as np
 from photutils import DAOStarFinder
 from astropy.table import Table
+import logging
+
+logger = logging.getLogger('banzai')
 
 
 def identify_features(data, err, mask=None, nsigma=2., fwhm=6.0, **kwargs):
@@ -38,3 +41,32 @@ def get_center_wavelengths(wavelengths, traces, trace_ids):
     cc = wavelengths.shape[1] // 2
     center_wavelengths = [wavelengths[:, cc][traces[:, cc] == i].flatten()[0] for i in trace_ids]
     return center_wavelengths
+
+
+def get_principle_order_number(m0_values, wavelengths, traces, trace_ids, ref_ids):
+    """
+    Finds the principle order number m0. Selects the m0 such that the function y(i) = (m0 + i) * central_wavelengths
+    has the smallest slope. I.e. this selects the m0 that allows constant/(m0+i) to best fit central_wavelengths.
+    This is exactly what CERES does. See equation 3 of Brahm et al. 2016.
+
+    :param m0_values: ndarray of integers. 1d.
+    :param wavelengths: ndarray of wavelengths. The wavelengths at every pixel in the image.
+    :param traces:
+    :param trace_ids:
+    :param ref_ids: ndarray of integers. The reference id's of the traces from which central_wavelengths came.
+    Same shape as central_wavelengths. i.e. central_wavelengths[0] is the center wavelength of the trace with reference
+    id ref_ids[0]
+    :return: m0: int.
+    The principle order number for the fiber from which central_wavelengths were taken.
+    This is the true order index of the the trace that corresponds to ref_id[0].
+    """
+    center_wavelengths = get_center_wavelengths(wavelengths, traces, trace_ids)
+    slopes = []
+    for m0 in m0_values:
+        # note: replacing np.ptp with some outlier resistant measure of the scatter would be more robust.
+        slopes.append(np.ptp(center_wavelengths * (m0 + ref_ids)))
+
+    if np.count_nonzero(np.isclose(slopes, np.min(slopes), rtol=0.01)) > 1:
+        logger.warning('Two or more viable principle order numbers for this fiber! The m0 recovered from the '
+                       'wavelength solution could be wrong!')
+    return m0_values[np.argmin(slopes)]
\ No newline at end of file
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 5913cf4a..c0705b5b 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -4,7 +4,7 @@
 from banzai.calibrations import CalibrationStacker, CalibrationUser
 
 from banzai_nres.frames import NRESObservationFrame
-from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, get_center_wavelengths
+from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, get_principle_order_number
 from xwavecal.wavelength import find_feature_wavelengths, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
 
@@ -14,7 +14,6 @@
 
 logger = logging.getLogger('banzai')
 
-NRES_PRINCIPLE_ORDER_NUMBER = 52
 MODELS = {'initial_wavelength_model': {1: [0, 1, 2], 2: [0, 1, 2]},
           'intermediate_wavelength_model': {0: [0, 1, 2], 1: [0, 1, 2], 2: [0, 1, 2]},
           'final_wavelength_model': {0: [0, 1, 2, 3, 4, 5],
@@ -86,7 +85,7 @@ class WavelengthCalibrate(Stage):
     M0_RANGE = (40, 60)  # range of possible values for the integer principle order number.
 
     def do_stage(self, image):
-        image.features = self._init_feature_labels(image.num_traces, image.features)
+        image.features = self.init_feature_labels(image.num_traces, image.features)
         if image.wavelengths is None:
             # get feature wavelengths without a prior:
             logger.info('Blind solving for the wavelengths.')
@@ -98,54 +97,55 @@ def do_stage(self, image):
             # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
             image.features['wavelength'] = image.wavelengths[image.features['ycentroid'].astype(int),
                                                              image.features['xcentroid'].astype(int)]
-        self.fit_wavelength_solution(image)
+        self.refine_wavelengths(image)
         return image
 
-    def fit_wavelength_solution(self, image):
-        fibers = list(set(image.features['fiber']))
-        for fiber in fibers:
+    def refine_wavelengths(self, image):
+        ref_ids, fiber_ids, trace_ids = get_ref_ids_and_fibers(image.num_traces)
+
+        for fiber in list(set(fiber_ids)):
             this_fiber = image.features['fiber'] == fiber
             if np.all(image.features['wavelength'][this_fiber]) is None:
                 logger.error('The xwavecal wavelength solution has failed on this fiber. Check xwavecal logging.')
                 continue
 
-            wavelength_solution = self.fit_wavelength_function(image.wavelengths, image.traces, image.num_traces,
-                                                               image.features[this_fiber], image.line_list)
-            image.features['wavelength'][fibers == fiber] = wavelength_solution(image.features['pixel'][this_fiber],
+            m0 = get_principle_order_number(np.arange(*self.M0_RANGE), image.wavelengths, image.traces,
+                                            trace_ids[fiber_ids == fiber], ref_ids[fiber_ids == fiber])
+            logger.info('Principle order number is {0}'.format(m0))
+            wavelength_model = self.fit_wavelength_model(image.features[this_fiber], image.line_list, m0)
+
+            # save the wavelengths of each spectral feature
+            image.features['wavelength'][fiber_ids == fiber] = wavelength_model(image.features['pixel'][this_fiber],
                                                                                 image.features['order'][this_fiber])
             # populate a wavelengths image using the 2d polynomial function wavelength_solution
-            # the x2d, y2d, really should be x2d order2d and that should be fed to populate each trace.
-            ref_ids, fiber_ids, trace_ids = get_ref_ids_and_fibers(image.num_traces)
             x2d, y2d = np.meshgrid(np.arange(image.shape[1]), np.arange(image.shape[0]))
             for trace_id, ref_id in zip(trace_ids[fiber_ids == fiber], ref_ids[fiber_ids == fiber]):
                 this_trace = np.isclose(image.traces, trace_id)
-                image.wavelengths[this_trace] = wavelength_solution(x2d[this_trace], ref_id * np.ones_like(x2d[this_trace]))
+                image.wavelengths[this_trace] = wavelength_model(x2d[this_trace], ref_id * np.ones_like(x2d[this_trace]))
 
     @staticmethod
-    def _init_feature_labels(num_traces, features):
+    def init_feature_labels(num_traces, features):
         ref_ids, fiber_ids, trace_ids = get_ref_ids_and_fibers(num_traces)
         features['order'] = ref_ids[features['id'] - 1]
         features['fiber'] = fiber_ids[features['id'] - 1]
         return features
 
-    def fit_wavelength_function(self, wavelengths, traces, num_traces, features, line_list):
+    def fit_wavelength_model(self, features, line_list, m0):
         """
-        Recalibrate an existing wavelength solution using new measured spectral features.
-        :param wavelengths:
-        :param traces:
+        Fit a polynomial model to the feature wavelengths with light outlier rejection. This recalibrates
+        the wavelength solution.
         :param features:
         :param line_list:
-        Real diffraction order number of the i=0 diffraction order. Also known as m0.
+        :param m0: Real diffraction order number of the i=0 diffraction order. Also known as m0.
         :return: wavelength_solution. xwavecal.wavelength.WavelengthSolution.
         wavelength_solution(x, order) will give the wavelength of the len(x) points with pixel and order coordinates
         x and order, respectively.
         where x and order are ndarray's of the same shape.
         """
-        ref_ids, fiber_ids, trace_ids = get_ref_ids_and_fibers(num_traces)
-        m0 = self.get_principle_order_number(np.arange(*self.M0_RANGE), wavelengths, traces, trace_ids, ref_ids)
-        logger.info('Principle order number is {0}'.format(m0))
-        # see if you can avoid providing WavelengthSolution the domain over it which it will be evaluated.
+        # TODO update xwavecal so that WavelengthSolution does not need min_order, max_order, min_pixel, max_pixel.
         wcs = WavelengthSolution(model=MODELS.get('final_wavelength_model'), measured_lines=dict(features),
+                                 min_order=0, max_order=np.max(features['order']),
+                                 min_pixel=0, max_pixel=np.max(features['pixel']),
                                  reference_lines=line_list, m0=m0)
         wavelengths_to_fit = find_nearest(features['wavelength'], np.sort(line_list))
         weights = np.ones_like(wavelengths_to_fit, dtype=float)
@@ -155,35 +155,6 @@ def fit_wavelength_function(self, wavelengths, traces, num_traces, features, lin
         wcs.model_coefficients = wcs.solve(wcs.measured_lines, wavelengths_to_fit, weights)
         return wcs
 
-    @staticmethod
-    def get_principle_order_number(m0_values, wavelengths, traces, trace_ids, ref_ids):
-        """
-        Finds the principle order number m0. Selects the m0 such that the function y(i) = (m0 + i) * central_wavelengths
-        has the smallest slope. I.e. this selects the m0 that allows constant/(m0+i) to best fit central_wavelengths.
-        This is exactly what CERES does. See equation 3 of Brahm et al. 2016.
-
-        :param m0_values: ndarray of integers. 1d.
-        :param wavelengths: ndarray of wavelengths. The wavelengths at every pixel in the image.
-        :param traces:
-        :param trace_ids:
-        :param ref_ids: ndarray of integers. The reference id's of the traces from which central_wavelengths came.
-        Same shape as central_wavelengths. i.e. central_wavelengths[0] is the center wavelength of the trace with reference
-        id ref_ids[0]
-        :return: m0: int.
-        The principle order number for the fiber from which central_wavelengths were taken.
-        This is the true order index of the the trace that corresponds to ref_id[0].
-        """
-        center_wavelengths = get_center_wavelengths(wavelengths, traces, trace_ids)
-        slopes = []
-        for m0 in m0_values:
-            # note: replacing np.ptp with some outlier resistant measure of the scatter would be more robust.
-            slopes.append(np.ptp(center_wavelengths * (m0 + ref_ids)))
-
-        if np.count_nonzero(np.isclose(slopes, np.min(slopes), rtol=0.01)) > 1:
-            logger.warning('Two or more viable principle order numbers for this fiber! The m0 recovered from the '
-                           'wavelength solution could be wrong!')
-        return m0_values[np.argmin(slopes)]
-
 
 class IdentifyFeatures(Stage):
     """
diff --git a/setup.py b/setup.py
index db7e6bdd..63723ad2 100644
--- a/setup.py
+++ b/setup.py
@@ -21,7 +21,8 @@
       use_scm_version=True,
       package_dir={'banzai_nres': 'banzai_nres'},
       setup_requires=['pytest-runner', 'setuptools_scm'],
-      install_requires=['banzai>=0.28.0', 'numpy>=1.13', 'sphinx', 'coveralls', 'statsmodels', 'astropy'],
+      install_requires=['banzai>=0.28.0', 'numpy>=1.13', 'sphinx', 'coveralls',
+                        'statsmodels', 'astropy', 'xwavecal==0.1.7'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',
                                         'banzai_nres_run_realtime_pipeline=banzai_nres.main:nres_run_realtime_pipeline',

From ed79e7c822e732d2888f6fed92b044e0a54ad2a4 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Tue, 21 Apr 2020 14:26:24 -0700
Subject: [PATCH 074/303] functional commit. Wavelength calibrates to 5e-3
 Angstroms.

---
 banzai_nres/tests/test_wavelength.py  | 14 +++---
 banzai_nres/utils/wavelength_utils.py | 31 ++++++++------
 banzai_nres/wavelength.py             | 61 ++++++++++++++-------------
 setup.py                              |  2 +-
 4 files changed, 57 insertions(+), 51 deletions(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 07cf54b0..f4490101 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -1,6 +1,6 @@
 import numpy as np
 from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, \
-    get_center_wavelengths, get_principle_order_number
+    get_principle_order_number, get_center_wavelengths
 from banzai_nres.wavelength import IdentifyFeatures, WavelengthCalibrate, get_ref_ids_and_fibers
 from scipy.ndimage import gaussian_filter
 from banzai_nres.frames import EchelleSpectralCCDData, NRESObservationFrame
@@ -118,7 +118,7 @@ def test_get_principle_order_number(mock_wavelengths):
     m0_values, ref_ids = np.arange(10, 100), np.arange(20)
     true_m0 = 30
     mock_wavelengths.return_value = np.random.normal(5000, 10, len(ref_ids))/(true_m0 + ref_ids)
-    assert true_m0 == get_principle_order_number(m0_values, None, None, None, ref_ids)
+    assert true_m0 == get_principle_order_number(m0_values, {'order': ref_ids})
 
 
 @mock.patch('banzai_nres.utils.wavelength_utils.get_center_wavelengths')
@@ -126,16 +126,16 @@ def test_get_principle_order_number_warns_on_degenerate_m0(mock_wavelengths):
     m0_values, ref_ids = 30*np.ones(40), np.arange(20)
     true_m0 = 30
     mock_wavelengths.return_value = np.random.normal(5000, 50, len(ref_ids))/(true_m0 + ref_ids)
-    get_principle_order_number(m0_values, None, None, None, ref_ids)
+    get_principle_order_number(m0_values, {'order': ref_ids})
     # right now this just tests whether the warning if statement does not cause a crash.
     assert True
 
 
 def test_get_center_wavelengths():
-    trace_ids = np.array([1, 2])
-    traces = np.array([[0, 0, 0], [1, 1, 1], [1, 1, 1], [0, 0, 0], [0, 0, 0], [2, 2, 2]])
-    center_wavelengths = get_center_wavelengths(traces * 3, traces, trace_ids)
-    assert np.allclose(center_wavelengths, [3, 6])
+    features = {'pixel': np.array([2, 4, 1, 5, 3]), 'order': np.array([1, 1, 2, 2, 3]),
+                'wavelength': np.array([20, 40, 10, 50, 30])}
+    center_wavelengths = get_center_wavelengths(features)
+    assert np.allclose(center_wavelengths, [30, 30, 30])
 
 
 def test_get_ref_ids_and_fibers():
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index fd921596..a4fa6f5d 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -1,6 +1,7 @@
 import numpy as np
 from photutils import DAOStarFinder
 from astropy.table import Table
+
 import logging
 
 logger = logging.getLogger('banzai')
@@ -36,31 +37,35 @@ def group_features_by_trace(features, traces):
     return features
 
 
-def get_center_wavelengths(wavelengths, traces, trace_ids):
-    # get the center wavelength from each trace in trace_ids.
-    cc = wavelengths.shape[1] // 2
-    center_wavelengths = [wavelengths[:, cc][traces[:, cc] == i].flatten()[0] for i in trace_ids]
-    return center_wavelengths
+def get_center_wavelengths(features):
+    ref_ids = np.sort(np.array(list(set(features['order']))))
+    wavelengths = [np.average(features['wavelength'][features['order'] == o]) for o in ref_ids]
+    return wavelengths
 
 
-def get_principle_order_number(m0_values, wavelengths, traces, trace_ids, ref_ids):
+def get_principle_order_number(m0_values, features):
     """
     Finds the principle order number m0. Selects the m0 such that the function y(i) = (m0 + i) * central_wavelengths
     has the smallest slope. I.e. this selects the m0 that allows constant/(m0+i) to best fit central_wavelengths.
     This is exactly what CERES does. See equation 3 of Brahm et al. 2016.
 
     :param m0_values: ndarray of integers. 1d.
-    :param wavelengths: ndarray of wavelengths. The wavelengths at every pixel in the image.
-    :param traces:
-    :param trace_ids:
-    :param ref_ids: ndarray of integers. The reference id's of the traces from which central_wavelengths came.
-    Same shape as central_wavelengths. i.e. central_wavelengths[0] is the center wavelength of the trace with reference
-    id ref_ids[0]
+    :param features: dict.
+           dictionary of ndarrays of pixel and order positions of measured spectral features (e.g. emission lines)
+           and their wavelengths.
+           Example:
+               measured_lines = {'pixel': np.array([1, 2.5, 6.1]), 'order': np.array([1, 1, 2]),
+                                 'wavelength': np.array([4000, 5001, 5005)}
+               If the principle order number is 52, then these measured_lines represents 3 spectral features,
+               with (pixel, diffraction order) coordinates of (1, 53), (2.5, 53), (6.1, 54), and wavelengths
+               4000, 5001, and 5005 Angstroms, respectively.
+               respectively. The wavelength solution will calibrate each fiber separately.
     :return: m0: int.
     The principle order number for the fiber from which central_wavelengths were taken.
     This is the true order index of the the trace that corresponds to ref_id[0].
     """
-    center_wavelengths = get_center_wavelengths(wavelengths, traces, trace_ids)
+    center_wavelengths = get_center_wavelengths(features)
+    ref_ids = np.sort(np.array(list(set(features['order']))))
     slopes = []
     for m0 in m0_values:
         # note: replacing np.ptp with some outlier resistant measure of the scatter would be more robust.
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index c0705b5b..907d0559 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -14,13 +14,14 @@
 
 logger = logging.getLogger('banzai')
 
-MODELS = {'initial_wavelength_model': {1: [0, 1, 2], 2: [0, 1, 2]},
-          'intermediate_wavelength_model': {0: [0, 1, 2], 1: [0, 1, 2], 2: [0, 1, 2]},
-          'final_wavelength_model': {0: [0, 1, 2, 3, 4, 5],
-                                     1: [0, 1, 2, 3, 4, 5],
-                                     2: [0, 1, 2, 3, 4, 5],
-                                     3: [0, 1, 2, 3, 4, 5],
-                                     4: [0]}}
+WAVELENGTH_SOLUTION_MODEL = {0: [0, 1, 2, 3, 4, 5],
+                             1: [0, 1, 2, 3, 4, 5],
+                             2: [0, 1, 2, 3, 4, 5],
+                             3: [0, 1, 2, 3, 4, 5],
+                             4: [0]}
+
+# TODO refactor xwavecal so that we dont need this. We only need to set flux_tol to 0.5
+OVERLAP_SETTINGS = {'min_num_overlaps': 5, 'overlap_linear_scale_range': (0.5, 2), 'flux_tol': 0.5, 'max_red_overlap': 1000, 'max_blue_overlap': 2000}
 
 
 class ArcStacker(CalibrationStacker):
@@ -87,14 +88,17 @@ class WavelengthCalibrate(Stage):
     def do_stage(self, image):
         image.features = self.init_feature_labels(image.num_traces, image.features)
         if image.wavelengths is None:
-            # get feature wavelengths without a prior:
-            logger.info('Blind solving for the wavelengths.')
-            image.features['wavelength'] = find_feature_wavelengths(dict(image.features), image.line_list,
-                                                                    max_pixel=image.data.shape[1] - 1, min_pixel=0,
-                                                                    m0_range=self.M0_RANGE)
+            image.features['wavelength'] = np.zeros_like(image.features['pixel'], dtype=float)  # init wavelengths
+            for fiber in list(set(image.features['fiber'])):
+                logger.info('Blind solving for the wavelengths for fiber {0} (arbitrary label).'.format(fiber))
+                this_fiber = image.features['fiber'] == fiber
+                image.features['wavelength'][this_fiber] = find_feature_wavelengths(dict(image.features[this_fiber]), image.line_list,
+                                                                                    max_pixel=image.data.shape[1] - 1, min_pixel=0,
+                                                                                    m0_range=self.M0_RANGE,
+                                                                                    overlap_settings=OVERLAP_SETTINGS)
         else:
             logger.info('Getting feature wavelengths from past solution.')
-            # Note: we could improve this considerably with ndimage.map_coordinates(..., order=1, prefilter=False).
+            # Note: we could improve this estimate by using ndimage.map_coordinates(..., order=1, prefilter=False).
             image.features['wavelength'] = image.wavelengths[image.features['ycentroid'].astype(int),
                                                              image.features['xcentroid'].astype(int)]
         self.refine_wavelengths(image)
@@ -102,21 +106,20 @@ def do_stage(self, image):
 
     def refine_wavelengths(self, image):
         ref_ids, fiber_ids, trace_ids = get_ref_ids_and_fibers(image.num_traces)
-
+        image.wavelengths = np.zeros_like(image.data, dtype=float)
         for fiber in list(set(fiber_ids)):
             this_fiber = image.features['fiber'] == fiber
-            if np.all(image.features['wavelength'][this_fiber]) is None:
-                logger.error('The xwavecal wavelength solution has failed on this fiber. Check xwavecal logging.')
+            if np.all(np.isnan(image.features['wavelength'][this_fiber])) or np.all(np.isclose(image.features['wavelength'][this_fiber], 0)):
+                logger.error('No prior wavelength solution for this fiber. Will not refine wavelengths.')
                 continue
 
-            m0 = get_principle_order_number(np.arange(*self.M0_RANGE), image.wavelengths, image.traces,
-                                            trace_ids[fiber_ids == fiber], ref_ids[fiber_ids == fiber])
-            logger.info('Principle order number is {0}'.format(m0))
+            m0 = get_principle_order_number(np.arange(*self.M0_RANGE), image.features[this_fiber])
+            logger.info('Principle order number is {0} for fiber {1}'.format(m0, fiber))
             wavelength_model = self.fit_wavelength_model(image.features[this_fiber], image.line_list, m0)
 
             # save the wavelengths of each spectral feature
-            image.features['wavelength'][fiber_ids == fiber] = wavelength_model(image.features['pixel'][this_fiber],
-                                                                                image.features['order'][this_fiber])
+            image.features['wavelength'][this_fiber] = wavelength_model(image.features['pixel'][this_fiber],
+                                                                        image.features['order'][this_fiber])
             # populate a wavelengths image using the 2d polynomial function wavelength_solution
             x2d, y2d = np.meshgrid(np.arange(image.shape[1]), np.arange(image.shape[0]))
             for trace_id, ref_id in zip(trace_ids[fiber_ids == fiber], ref_ids[fiber_ids == fiber]):
@@ -126,11 +129,12 @@ def refine_wavelengths(self, image):
     @staticmethod
     def init_feature_labels(num_traces, features):
         ref_ids, fiber_ids, trace_ids = get_ref_ids_and_fibers(num_traces)
-        features['order'] = ref_ids[features['id'] - 1]
-        features['fiber'] = fiber_ids[features['id'] - 1]
+        features['order'] = ref_ids[features['id'] - 1].astype(int)
+        features['fiber'] = fiber_ids[features['id'] - 1].astype(int)
         return features
 
-    def fit_wavelength_model(self, features, line_list, m0):
+    @staticmethod
+    def fit_wavelength_model(features, line_list, m0):
         """
         Fit a polynomial model to the feature wavelengths with light outlier rejection. This recalibrates
         the wavelength solution.
@@ -143,7 +147,7 @@ def fit_wavelength_model(self, features, line_list, m0):
         where x and order are ndarray's of the same shape.
         """
         # TODO update xwavecal so that WavelengthSolution does not need min_order, max_order, min_pixel, max_pixel.
-        wcs = WavelengthSolution(model=MODELS.get('final_wavelength_model'), measured_lines=dict(features),
+        wcs = WavelengthSolution(model=WAVELENGTH_SOLUTION_MODEL, measured_lines=dict(features),
                                  min_order=0, max_order=np.max(features['order']),
                                  min_pixel=0, max_pixel=np.max(features['pixel']),
                                  reference_lines=line_list, m0=m0)
@@ -170,12 +174,9 @@ def do_stage(self, image):
         features = features[features['id'] != 0]  # throw out features that are outside of any trace.
         if len(features) == 0:
             logger.error('No emission features found on this image!', image=image)
-        # mask data
-        masked_data, masked_err = np.copy(image.data), np.copy(image.uncertainty)
-        masked_data[np.isclose(image.mask, 1)], masked_err[np.isclose(image.mask, 1)] = 0, 0
         # get total flux in each emission feature. For now just sum_circle, although we should use sum_ellipse.
-        features['flux'], features['fluxerr'], _ = sep.sum_circle(masked_data, features['xcentroid'], features['ycentroid'],
-                                                                  self.fwhm, gain=1.0, err=masked_err)
+        features['flux'], features['fluxerr'], _ = sep.sum_circle(image.data, features['xcentroid'], features['ycentroid'],
+                                                                  self.fwhm, gain=1.0, err=image.uncertainty, mask=image.mask)
         # blaze correct the emission features fluxes. This speeds up and improves overlap fitting in xwavecal.
         features['corrected_flux'] = features['flux'] / image.blaze['blaze'][features['id'] - 1,
                                                                              np.array(features['xcentroid'], dtype=int)]
diff --git a/setup.py b/setup.py
index 63723ad2..5087b276 100644
--- a/setup.py
+++ b/setup.py
@@ -22,7 +22,7 @@
       package_dir={'banzai_nres': 'banzai_nres'},
       setup_requires=['pytest-runner', 'setuptools_scm'],
       install_requires=['banzai>=0.28.0', 'numpy>=1.13', 'sphinx', 'coveralls',
-                        'statsmodels', 'astropy', 'xwavecal==0.1.7'],
+                        'statsmodels', 'astropy', 'xwavecal==0.1.8'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',
                                         'banzai_nres_run_realtime_pipeline=banzai_nres.main:nres_run_realtime_pipeline',

From 1d551d69c390a5e033f46daa8ca21cee9cd117a1 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Tue, 21 Apr 2020 16:18:06 -0700
Subject: [PATCH 075/303] Add keyword argument for grouping_criteria to make
 sure that it is properly set upon frame initialization

---
 banzai_nres/frames.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index a2a8e550..e81b4959 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -76,13 +76,13 @@ def blaze(self, value):
 
 class NRESCalibrationFrame(LCOCalibrationFrame, NRESObservationFrame):
     def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, grouping_criteria: list = None):
-        LCOCalibrationFrame.__init__(self, hdu_list, file_path,  grouping_criteria)
+        LCOCalibrationFrame.__init__(self, hdu_list, file_path,  grouping_criteria=grouping_criteria)
         NRESObservationFrame.__init__(self, hdu_list, file_path, frame_id=frame_id)
 
 
 class NRESMasterCalibrationFrame(LCOMasterCalibrationFrame, NRESCalibrationFrame):
     def __init__(self, images: list, file_path: str, frame_id: int = None, grouping_criteria: list = None):
-        NRESCalibrationFrame.__init__(self, images, file_path, grouping_criteria)
+        NRESCalibrationFrame.__init__(self, images, file_path, grouping_criteria=grouping_criteria)
         LCOMasterCalibrationFrame.__init__(self, images, file_path, frame_id=frame_id,
                                            grouping_criteria=grouping_criteria)
 

From 151717fc336eb61d1ddbb0947e6a99e33e70b04f Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Tue, 21 Apr 2020 17:36:59 -0700
Subject: [PATCH 076/303] Update to use upstream build: Add block_start
 property to LCOObservationFrame. Make block_start access during db query
 safer by using getattr.

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 80e61c70..87fec317 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-198-g69700c5
+FROM docker.lco.global/banzai:0.28.9-199-g21dfc6b
 
 USER root
 

From 4cc6224d0658738c78a911bf02fd90571d9696b1 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 22 Apr 2020 13:41:15 -0700
Subject: [PATCH 077/303] Bugfixing new QC test, doesn't quite work yet

---
 banzai_nres/qc/wavelength_solution_checker.py | 19 +++++++++----------
 banzai_nres/tests/test_wavelength.py          | 10 +++++++---
 banzai_nres/wavelength.py                     |  1 +
 3 files changed, 17 insertions(+), 13 deletions(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index b48808b6..a3295913 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -17,25 +17,24 @@ def __init__(self,runtime_context):
         super(AssessWavelengthSolution, self).__init__(runtime_context)
     
     def do_stage(self,image):
-        line_list = LineListLoader.do_stage(image)
-        self.calculate_dispersion(image,line_list,raw_dispersion,good_dispersion,raw_chi_squared,good_chi_squared)
+        lab_lines = find_nearest(features['wavelength'], np.sort(line_list))
+        self.calculate_dispersion(image,lab_lines,raw_dispersion,good_dispersion,raw_chi_squared,good_chi_squared)
         qc_results = {'raw_dispersion':raw_dispersion, 'good_dispersion':good_dispersion, 'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared}
         qc.save_qc_results(self.runtime_context, qc_results, image)
 
-    def calculate_dispersion(self,image,line_list):
+    def calculate_dispersion(self,image,lab_lines):
         measured_wavelengths = image.features['wavelength']
         #actual_wavelengths = image.wcs.measured_lines['wavelength']
-        difference = measured_wavelengths - line_list
+        difference = measured_wavelengths - lab_lines
         raw_dispersion = np.std(difference)
         low_scatter_lines = np.isclose(difference,0,atol=0.1)
         good_dispersion = np.std(difference[low_scatter_lines])
-        self.calculate_centroid_errors(image,feature_centroid_uncertainty)
+        feature_centroid_uncertainty = image.features['centroid_err']
         raw_chi_squared = np.sum((difference/feature_centroid_uncertainty)**2)/len(difference)
         good_chi_squared = np.sum((difference[low_scatter_lines]/feature_centroid_uncertainty[low_scatter_lines])**2)/len(difference[low_scatter_lines])
         return raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared
 
-    def calculate_centroid_errors(self,image):
-        feature_width = 2.0 #pixels, guess for now -- assuming all features have same width
-        feature_flux = image.features['flux']*np.sqrt(2.*np.pi)/feature_width
-        feature_centroid_uncertainty = 0.412 * feature_flux * 2. * feature_width
-        return feature_centroid_uncertainty
\ No newline at end of file
+
+        #TO DO:
+        #Assess if there are systematic differences in goodness of fit across detector
+        #(e.g., due to systematics in wavelength solution)
\ No newline at end of file
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 575456aa..b639a0b4 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -143,6 +143,10 @@ def test_get_ref_ids_and_fibers():
 
 class TestQCChecks:
     from banzai_nres.qc import AssessWavelengthSolution
-    test_image = TestWavelengthCalibrate.generate_image()
-    AssessWavelengthSolution.calculate_dispersion(test_image,test_image.line_list,dispersion_metrics)
-    AssessWavelengthSolution.calculate_photon_limited_dispersion(test_image,feature_centroid_uncertainty)
\ No newline at end of file
+    test_image = TestWavelengthCalibrate().generate_image()
+    input_context = context.Context({})
+    #test_image = WavelengthCalibrate(input_context).do_stage(self.generate_image())
+    raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared = AssessWavelengthSolution(input_context).calculate_dispersion(test_image,test_image.line_list)
+    assert raw_dispersion > good_dispersion
+    assert raw_chi_squared >= good_chi_squared
+    
\ No newline at end of file
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 2d1d81ae..8fe410e5 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -214,6 +214,7 @@ def do_stage(self, image):
         # blaze correct the emission features fluxes. This speeds up and improves overlap fitting in xwavecal.
         features['corrected_flux'] = features['flux'] / image.blaze['blaze'][features['id'] - 1,
                                                                              np.array(features['xcentroid'], dtype=int)]
+        features['centroid_err'] = self.fwhm / np.sqrt(features['flux'])
         image.features = features
         return image
 

From bea2c23df982e09c74c59be6625bc4fe7390f392 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 22 Apr 2020 14:25:00 -0700
Subject: [PATCH 078/303] Bugfixes; QC tests now working;
 TestWavelengthCalibrate.generate_image now gives features mock wavelengths
 and centroid errors.

---
 banzai_nres/qc/wavelength_solution_checker.py |  9 +++++----
 banzai_nres/tests/test_wavelength.py          | 13 +++++++------
 2 files changed, 12 insertions(+), 10 deletions(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index a3295913..8db2080b 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -18,8 +18,8 @@ def __init__(self,runtime_context):
     
     def do_stage(self,image):
         lab_lines = find_nearest(features['wavelength'], np.sort(line_list))
-        self.calculate_dispersion(image,lab_lines,raw_dispersion,good_dispersion,raw_chi_squared,good_chi_squared)
-        qc_results = {'raw_dispersion':raw_dispersion, 'good_dispersion':good_dispersion, 'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared}
+        self.calculate_dispersion(image,lab_lines,raw_dispersion,good_dispersion,raw_chi_squared,good_chi_squared,difference)
+        qc_results = {'raw_dispersion':raw_dispersion, 'good_dispersion':good_dispersion, 'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared, 'difference':difference}
         qc.save_qc_results(self.runtime_context, qc_results, image)
 
     def calculate_dispersion(self,image,lab_lines):
@@ -32,9 +32,10 @@ def calculate_dispersion(self,image,lab_lines):
         feature_centroid_uncertainty = image.features['centroid_err']
         raw_chi_squared = np.sum((difference/feature_centroid_uncertainty)**2)/len(difference)
         good_chi_squared = np.sum((difference[low_scatter_lines]/feature_centroid_uncertainty[low_scatter_lines])**2)/len(difference[low_scatter_lines])
-        return raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared
+        return raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared, difference
 
 
         #TO DO:
         #Assess if there are systematic differences in goodness of fit across detector
-        #(e.g., due to systematics in wavelength solution)
\ No newline at end of file
+        #(e.g., due to systematics in wavelength solution)
+        #wavelength residuals binned in pixel bins, or per order -- x,y directions
\ No newline at end of file
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 511a629b..27397960 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -72,7 +72,7 @@ class TestWavelengthCalibrate:
     def generate_image(self):
         traces = np.array([[0, 0, 0], [1, 1, 1], [1, 1, 1], [0, 0, 0], [0, 0, 0], [2, 2, 2], [3, 3, 3]])
         line_list = np.array([10, 11, 12])
-        features = {'pixel': np.array([1, 2, 1, 2]), 'id': np.array([1, 1, 2, 3])}
+        features = {'pixel': np.array([1, 2, 1, 2]), 'id': np.array([1, 1, 2, 3]), 'wavelength': line_list, 'centroid_err': np.ones_like(line_list)}
         image = NRESObservationFrame([EchelleSpectralCCDData(data=np.zeros((2, 2)), uncertainty=np.zeros((2, 2)),
                                       meta={'OBJECTS': 'tung&tung&none'}, features=features,
                                       traces=traces, line_list=line_list)], 'foo.fits')
@@ -149,11 +149,12 @@ def test_get_ref_ids_and_fibers():
     assert np.allclose(fibers, [0, 1, 0, 1, 0, 1])
 
 class TestQCChecks:
-    from banzai_nres.qc import AssessWavelengthSolution
     test_image = TestWavelengthCalibrate().generate_image()
     input_context = context.Context({})
-    #test_image = WavelengthCalibrate(input_context).do_stage(self.generate_image())
-    raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared = AssessWavelengthSolution(input_context).calculate_dispersion(test_image,test_image.line_list)
-    assert raw_dispersion > good_dispersion
-    assert raw_chi_squared >= good_chi_squared
+
+    def test_qc_checks(self):
+        from banzai_nres.qc import AssessWavelengthSolution
+        raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared, difference = AssessWavelengthSolution(self.input_context).calculate_dispersion(self.test_image,self.test_image.line_list)
+        assert raw_dispersion >= good_dispersion
+        assert raw_chi_squared >= good_chi_squared
     
\ No newline at end of file

From 90f722a116aff076981ca7b846222f11cd77ef28 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 22 Apr 2020 14:30:05 -0700
Subject: [PATCH 079/303] Update to use upstream build: Fixes for reading in
 DataTables

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 87fec317..fbb10257 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-199-g21dfc6b
+FROM docker.lco.global/banzai:0.28.9-204-gbc44033
 
 USER root
 

From 167afe52943d01ea62ffe887b6334237d161e5e6 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 22 Apr 2020 14:47:21 -0700
Subject: [PATCH 080/303] fixed some import errors for
 wavelength_solution_checker. Unit test for WavelengthCalibrate with
 test_do_stage_with_existing_wavelengths

---
 banzai_nres/qc/__init__.py                    |  0
 banzai_nres/qc/wavelength_solution_checker.py | 10 +++++-----
 banzai_nres/tests/test_wavelength.py          | 16 ++++++++++++++--
 3 files changed, 19 insertions(+), 7 deletions(-)
 create mode 100644 banzai_nres/qc/__init__.py

diff --git a/banzai_nres/qc/__init__.py b/banzai_nres/qc/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index 8db2080b..cd02ff6c 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -1,11 +1,11 @@
 import numpy as np
 
-import logging
-
 from banzai.stages import Stage
 from banzai.calibrations import CalibrationStacker, CalibrationUser
-
 from banzai_nres.wavelength import LineListLoader
+from xwavecal.utils.wavelength_utils import find_nearest
+
+import logging
 
 class AssessWavelengthSolution(Stage):
     """
@@ -13,10 +13,10 @@ class AssessWavelengthSolution(Stage):
     @author:mjohnson
     """
 
-    def __init__(self,runtime_context):
+    def __init__(self, runtime_context):
         super(AssessWavelengthSolution, self).__init__(runtime_context)
     
-    def do_stage(self,image):
+    def do_stage(self, image):
         lab_lines = find_nearest(features['wavelength'], np.sort(line_list))
         self.calculate_dispersion(image,lab_lines,raw_dispersion,good_dispersion,raw_chi_squared,good_chi_squared,difference)
         qc_results = {'raw_dispersion':raw_dispersion, 'good_dispersion':good_dispersion, 'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared, 'difference':difference}
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 27397960..31996b6a 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -4,6 +4,7 @@
 from banzai_nres.wavelength import IdentifyFeatures, WavelengthCalibrate, get_ref_ids_and_fibers
 from scipy.ndimage import gaussian_filter
 from banzai_nres.frames import EchelleSpectralCCDData, NRESObservationFrame
+from banzai_nres.qc.wavelength_solution_checker import AssessWavelengthSolution
 from banzai import context
 import sep
 import pytest
@@ -72,12 +73,23 @@ class TestWavelengthCalibrate:
     def generate_image(self):
         traces = np.array([[0, 0, 0], [1, 1, 1], [1, 1, 1], [0, 0, 0], [0, 0, 0], [2, 2, 2], [3, 3, 3]])
         line_list = np.array([10, 11, 12])
-        features = {'pixel': np.array([1, 2, 1, 2]), 'id': np.array([1, 1, 2, 3]), 'wavelength': line_list, 'centroid_err': np.ones_like(line_list)}
+        pixel_positions = np.array([1, 2, 1, 2])
+        features = {'pixel': pixel_positions, 'id': np.array([1, 1, 2, 3]), 'wavelength': pixel_positions, 'centroid_err': np.ones_like(pixel_positions)}
         image = NRESObservationFrame([EchelleSpectralCCDData(data=np.zeros((2, 2)), uncertainty=np.zeros((2, 2)),
                                       meta={'OBJECTS': 'tung&tung&none'}, features=features,
                                       traces=traces, line_list=line_list)], 'foo.fits')
         return image
 
+    @mock.patch('banzai_nres.wavelength.WavelengthCalibrate.refine_wavelengths')
+    def test_do_stage_with_existing_wavelengths(self, mock_refine_wavelengths):
+        # test that feature wavelengths are populated from the old solutions.
+        image = self.generate_image()
+        image.wavelengths = np.random.random(size=image.traces.shape)
+        image.features['xcentroid'], image.features['ycentroid'] = np.array([0, 1, 2]), np.array([2, 0, 1])
+        expected_wavelengths = image.wavelengths[image.features['ycentroid'], image.features['xcentroid']]
+        image = WavelengthCalibrate(context.Context({})).do_stage(image)
+        assert np.allclose(image.features['wavelength'], expected_wavelengths)
+
     def test_do_stage(self):
         # TODO
         assert True
@@ -115,6 +127,7 @@ def test_group_features_by_trace():
     features = group_features_by_trace(features, traces)
     assert np.allclose(features['id'], [0, 1, 2, 0])
 
+
 @mock.patch('banzai_nres.utils.wavelength_utils.get_center_wavelengths')
 def test_get_principle_order_number(mock_wavelengths):
     m0_values, ref_ids = np.arange(10, 100), np.arange(20)
@@ -153,7 +166,6 @@ class TestQCChecks:
     input_context = context.Context({})
 
     def test_qc_checks(self):
-        from banzai_nres.qc import AssessWavelengthSolution
         raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared, difference = AssessWavelengthSolution(self.input_context).calculate_dispersion(self.test_image,self.test_image.line_list)
         assert raw_dispersion >= good_dispersion
         assert raw_chi_squared >= good_chi_squared

From 1347e482d2d7a08365b7824d9b94fce0c94b9ecb Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 22 Apr 2020 15:03:44 -0700
Subject: [PATCH 081/303] test_qc_check small change, equivalent to what
 Marshall had before.

---
 banzai_nres/tests/test_wavelength.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 31996b6a..c172edda 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -90,7 +90,8 @@ def test_do_stage_with_existing_wavelengths(self, mock_refine_wavelengths):
         image = WavelengthCalibrate(context.Context({})).do_stage(image)
         assert np.allclose(image.features['wavelength'], expected_wavelengths)
 
-    def test_do_stage(self):
+    @mock.patch('banzai_nres.wavelength.WavelengthCalibrate.refine_wavelengths')
+    def test_do_stage(self, mock_refine_wavelengths):
         # TODO
         assert True
 
@@ -166,7 +167,7 @@ class TestQCChecks:
     input_context = context.Context({})
 
     def test_qc_checks(self):
-        raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared, difference = AssessWavelengthSolution(self.input_context).calculate_dispersion(self.test_image,self.test_image.line_list)
+        raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared, difference = AssessWavelengthSolution(self.input_context).calculate_dispersion(self.test_image,self.test_image.features['wavelength'])
         assert raw_dispersion >= good_dispersion
         assert raw_chi_squared >= good_chi_squared
     
\ No newline at end of file

From f37b2bb1b445ffae53d7617a2b6716c5b4ea5b92 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 22 Apr 2020 15:25:24 -0700
Subject: [PATCH 082/303] unit tests for do_stage of WavelengthCalibrate.

---
 banzai_nres/tests/test_wavelength.py | 21 ++++++++++++---------
 1 file changed, 12 insertions(+), 9 deletions(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index c172edda..7ee6fdb7 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -6,13 +6,12 @@
 from banzai_nres.frames import EchelleSpectralCCDData, NRESObservationFrame
 from banzai_nres.qc.wavelength_solution_checker import AssessWavelengthSolution
 from banzai import context
+from astropy.table import Table
 import sep
 import pytest
 import mock
 
 
-
-
 class TestIdentifyFeatures:
     sigma = 1.0
     data = np.zeros((100, 100))
@@ -74,7 +73,8 @@ def generate_image(self):
         traces = np.array([[0, 0, 0], [1, 1, 1], [1, 1, 1], [0, 0, 0], [0, 0, 0], [2, 2, 2], [3, 3, 3]])
         line_list = np.array([10, 11, 12])
         pixel_positions = np.array([1, 2, 1, 2])
-        features = {'pixel': pixel_positions, 'id': np.array([1, 1, 2, 3]), 'wavelength': pixel_positions, 'centroid_err': np.ones_like(pixel_positions)}
+        features = Table({'pixel': pixel_positions, 'id': np.array([1, 1, 2, 3]),
+                          'wavelength': pixel_positions, 'centroid_err': np.ones_like(pixel_positions)})
         image = NRESObservationFrame([EchelleSpectralCCDData(data=np.zeros((2, 2)), uncertainty=np.zeros((2, 2)),
                                       meta={'OBJECTS': 'tung&tung&none'}, features=features,
                                       traces=traces, line_list=line_list)], 'foo.fits')
@@ -85,21 +85,24 @@ def test_do_stage_with_existing_wavelengths(self, mock_refine_wavelengths):
         # test that feature wavelengths are populated from the old solutions.
         image = self.generate_image()
         image.wavelengths = np.random.random(size=image.traces.shape)
-        image.features['xcentroid'], image.features['ycentroid'] = np.array([0, 1, 2]), np.array([2, 0, 1])
+        image.features['xcentroid'], image.features['ycentroid'] = np.array([0, 1, 2, 0]), np.array([2, 0, 1, 0])
         expected_wavelengths = image.wavelengths[image.features['ycentroid'], image.features['xcentroid']]
         image = WavelengthCalibrate(context.Context({})).do_stage(image)
         assert np.allclose(image.features['wavelength'], expected_wavelengths)
 
     @mock.patch('banzai_nres.wavelength.WavelengthCalibrate.refine_wavelengths')
-    def test_do_stage(self, mock_refine_wavelengths):
-        # TODO
-        assert True
+    @mock.patch('banzai_nres.wavelength.find_feature_wavelengths', return_value=np.arange(4))
+    def test_do_stage(self, mock_find_wavelengths, mock_refine_wavelengths):
+        image = self.generate_image()
+        image.features['id'] = np.ones_like(image.features['pixel'])  # so that only one fiber is populated.
+        image = WavelengthCalibrate(context.Context({})).do_stage(image)
+        assert np.allclose(image.features['wavelength'], np.arange(4))
 
-    def refine_wavelengths(self):
+    def test_refine_wavelengths(self):
         # TODO
         assert True
 
-    def fit_wavelength_model(self):
+    def test_fit_wavelength_model(self):
         # TODO
         assert True
 

From 129c1e0771cca0e16f7544dd34a33adb71bf7ea8 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Thu, 23 Apr 2020 12:21:10 -0700
Subject: [PATCH 083/303] Only spin up dev deployment on commits to dev branch.

---
 Jenkinsfile | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index 4eac0a05..c8d4fc43 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -43,11 +43,11 @@ pipeline {
 			}
 		}
 		stage('DeployDevStack') {
-		//	when {
-		//		anyOf {
-		//		branch 'dev'
-		//		}
-		//	}
+			when {
+				anyOf {
+				branch 'dev'
+				}
+			}
 		    steps {
 	            script {
                     withKubeConfig([credentialsId: "dev-kube-config"]) {

From bb8da563d6ba81188d1ab1f1b410d6c497fee109 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Thu, 23 Apr 2020 12:53:09 -0700
Subject: [PATCH 084/303] Fixed undefined variables in wavelength solution
 checker

---
 banzai_nres/qc/wavelength_solution_checker.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index 8db2080b..b8706fe3 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -17,7 +17,8 @@ def __init__(self,runtime_context):
         super(AssessWavelengthSolution, self).__init__(runtime_context)
     
     def do_stage(self,image):
-        lab_lines = find_nearest(features['wavelength'], np.sort(line_list))
+        line_list = image.line_list
+        lab_lines = find_nearest(image.features['wavelength'], np.sort(line_list))
         self.calculate_dispersion(image,lab_lines,raw_dispersion,good_dispersion,raw_chi_squared,good_chi_squared,difference)
         qc_results = {'raw_dispersion':raw_dispersion, 'good_dispersion':good_dispersion, 'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared, 'difference':difference}
         qc.save_qc_results(self.runtime_context, qc_results, image)

From 371a06e9487d4937d4f4aaac26cf11db8bb4ad72 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Thu, 23 Apr 2020 12:56:51 -0700
Subject: [PATCH 085/303] Added file

---
 banzai_nres/qc/__init__.py | 3 +++
 1 file changed, 3 insertions(+)
 create mode 100644 banzai_nres/qc/__init__.py

diff --git a/banzai_nres/qc/__init__.py b/banzai_nres/qc/__init__.py
new file mode 100644
index 00000000..44cbe712
--- /dev/null
+++ b/banzai_nres/qc/__init__.py
@@ -0,0 +1,3 @@
+from banzai_nres.qc.wavelength_solution_checker import AssessWavelengthSolution
+
+__all__ = ['AssessWavelengthSolution']
\ No newline at end of file

From ed0c3d8e588671330948ac07811883b93c4335e7 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Thu, 23 Apr 2020 13:31:11 -0700
Subject: [PATCH 086/303] Set worker, listener log level to debug for e2e
 tests.

---
 helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml | 1 +
 helm-chart/banzai-nres/templates/_helpers.tpl       | 2 ++
 helm-chart/banzai-nres/values-dev.yaml              | 2 ++
 3 files changed, 5 insertions(+)

diff --git a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
index e0434fef..5863af96 100644
--- a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
+++ b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
@@ -146,6 +146,7 @@ spec:
             - "--db-address=sqlite:////archive/engineering/test.db"
             - "--fpack"
             - "--broker-url=localhost"
+            - "--log-level=debug"
           resources:
             requests:
               cpu: "0.1"
diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index 40e562a9..b3753cf6 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -131,6 +131,8 @@ Define shared environment variables
   value: {{ .Values.INGESTER_PROCESS_NAME | quote }}
 - name: POSTPROCESS_FILES
   value: "False"
+- name: BANZAI_WORKER_LOG_LEVEL
+  value: {{ .Values.BANZAI_WORKER_LOG_LEVEL | quote }}
 - name: RAW_DATA_FRAME_URL
   value: {{ .Values.RAW_DATA_FRAME_URL | quote }}
 - name: RAW_DATA_AUTH_TOKEN
diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index e9d95c07..51cc22ea 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -29,6 +29,8 @@ API_ROOT: http://banzai-nres-archive-api-archiveapi.dev/
 
 BUCKET: banzai-nres-lco-global
 
+BANZAI_WORKER_LOG_LEVEL: "debug"
+
 RAW_DATA_FRAME_URL: "http://archiveapi-internal.prod/frames"
 
 INGESTER_PROCESS_NAME: "banzai-nres-dev"

From 4e7579f2c823a164f4eba6dc64df46de80776878 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Thu, 23 Apr 2020 13:34:23 -0700
Subject: [PATCH 087/303] Fix worker log level env var name.

---
 helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml | 2 +-
 helm-chart/banzai-nres/templates/_helpers.tpl       | 4 ++--
 helm-chart/banzai-nres/values-dev.yaml              | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
index 5863af96..17396794 100644
--- a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
+++ b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
@@ -92,7 +92,7 @@ spec:
             - name: REDIS_HOST
               value: "redis://localhost:6379/0"
             - name: BANZAI_WORKER_LOGLEVEL
-              value: debug
+              value: "debug"
             - name: CALIBRATE_PROPOSAL_ID
               value: "calibrate"
             - name: OMP_NUM_THREADS
diff --git a/helm-chart/banzai-nres/templates/_helpers.tpl b/helm-chart/banzai-nres/templates/_helpers.tpl
index b3753cf6..73b24b48 100644
--- a/helm-chart/banzai-nres/templates/_helpers.tpl
+++ b/helm-chart/banzai-nres/templates/_helpers.tpl
@@ -131,8 +131,8 @@ Define shared environment variables
   value: {{ .Values.INGESTER_PROCESS_NAME | quote }}
 - name: POSTPROCESS_FILES
   value: "False"
-- name: BANZAI_WORKER_LOG_LEVEL
-  value: {{ .Values.BANZAI_WORKER_LOG_LEVEL | quote }}
+- name: BANZAI_WORKER_LOGLEVEL
+  value: {{ .Values.BANZAI_WORKER_LOGLEVEL | quote }}
 - name: RAW_DATA_FRAME_URL
   value: {{ .Values.RAW_DATA_FRAME_URL | quote }}
 - name: RAW_DATA_AUTH_TOKEN
diff --git a/helm-chart/banzai-nres/values-dev.yaml b/helm-chart/banzai-nres/values-dev.yaml
index 51cc22ea..d1d0408b 100644
--- a/helm-chart/banzai-nres/values-dev.yaml
+++ b/helm-chart/banzai-nres/values-dev.yaml
@@ -29,7 +29,7 @@ API_ROOT: http://banzai-nres-archive-api-archiveapi.dev/
 
 BUCKET: banzai-nres-lco-global
 
-BANZAI_WORKER_LOG_LEVEL: "debug"
+BANZAI_WORKER_LOGLEVEL: "debug"
 
 RAW_DATA_FRAME_URL: "http://archiveapi-internal.prod/frames"
 

From 255650329ffb31d1391514f282d80e6dbad31399 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Thu, 23 Apr 2020 13:43:02 -0700
Subject: [PATCH 088/303] Fix log level env var to be uppercase, since python
 logs uses uppercase log levels.

---
 helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
index 17396794..f1bcc5c3 100644
--- a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
+++ b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
@@ -92,7 +92,7 @@ spec:
             - name: REDIS_HOST
               value: "redis://localhost:6379/0"
             - name: BANZAI_WORKER_LOGLEVEL
-              value: "debug"
+              value: "DEBUG"
             - name: CALIBRATE_PROPOSAL_ID
               value: "calibrate"
             - name: OMP_NUM_THREADS

From be92565a86184d23878bb3d4c4c930787c13fd4a Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 23 Apr 2020 14:29:25 -0700
Subject: [PATCH 089/303] new xwavecal version that installs correclty in
 docker container

---
 banzai_nres/main.py           | 27 ++++++++++++++++++++++++++-
 banzai_nres/settings.py       |  3 ++-
 banzai_nres/tests/test_e2e.py | 14 ++++++++++++--
 banzai_nres/wavelength.py     |  2 +-
 setup.py                      |  7 ++++---
 5 files changed, 45 insertions(+), 8 deletions(-)

diff --git a/banzai_nres/main.py b/banzai_nres/main.py
index c5f48e54..2150412c 100644
--- a/banzai_nres/main.py
+++ b/banzai_nres/main.py
@@ -13,7 +13,10 @@
 import celery
 import celery.bin.beat
 from banzai.utils import date_utils, import_utils
-from banzai import calibrations, dbs, logs
+from banzai_nres.wavelength import LineListLoader
+from datetime import datetime
+from banzai import calibrations, dbs, logs, context
+from astropy.time import Time
 
 
 import logging
@@ -85,3 +88,25 @@ def add_bpm():
     bpm_image = frame_factory.open({'path': args.filename}, args)
     bpm_image.is_master = True
     dbs.save_calibration_info(args.filename, bpm_image, args.db_address)
+
+
+def add_line_list():
+    # add a line list to the database for particular instrument.
+    parser = argparse.ArgumentParser(description="Add a bad pixel mask to the db.")
+    parser.add_argument('--filename', help='Full path to Line list .txt file.')
+    parser.add_argument('--instrument-id', help='instrument id as in the database')
+    parser.add_argument("--log-level", default='debug', choices=['debug', 'info', 'warning',
+                                                                 'critical', 'fatal', 'error'])
+    parser.add_argument('--db-address', dest='db_address',
+                        default='mysql://cmccully:password@localhost/test',
+                        help='Database address: Should be in SQLAlchemy form')
+    args = parser.parse_args()
+    add_settings_to_context(args, banzai_nres.settings)
+    logs.set_log_level(args.log_level)
+    utc_now = Time(datetime.utcnow(), scale='utc').datetime
+    line_list_container = type('Image', (), {'obstype': LineListLoader(context.Context({})).calibration_type.upper(),
+                                             'dateobs': utc_now, 'datecreated': utc_now,
+                                             'instrument': type('Image', (), {'id': args.instrument_id}),
+                                             'is_master': True, 'is_bad': False,
+                                             'frame_id': 0, 'grouping_criteria': []})
+    dbs.save_calibration_info(args.filename, line_list_container, args.db_address)
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 33e0cab7..f9924e5b 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -26,7 +26,8 @@
 
 CALIBRATION_SET_CRITERIA = {'BIAS': ['binning', 'configuration_mode'],
                             'DARK': ['binning', 'configuration_mode'],
-                            'LAMPFLAT': ['binning', 'fiber0_lit', 'fiber1_lit', 'fiber2_lit']}
+                            'LAMPFLAT': ['binning', 'fiber0_lit', 'fiber1_lit', 'fiber2_lit'],
+                            'LINELIST': []}
 
 CALIBRATION_FILENAME_FUNCTIONS = {'BIAS': ('banzai_nres.utils.file_utils.config_to_filename',
                                            'banzai.utils.file_utils.ccdsum_to_filename'),
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 3dfbad24..699070c2 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -8,6 +8,7 @@
 from glob import glob
 from astropy.utils.data import get_pkg_data_filename
 from banzai.celery import app, schedule_calibration_stacking
+from banzai.dbs import get_session
 import argparse
 from banzai import dbs
 from types import ModuleType
@@ -32,6 +33,7 @@
 
 TEST_PACKAGE = 'banzai_nres.tests'
 CONFIGDB_FILENAME = get_pkg_data_filename('data/configdb_example.json', TEST_PACKAGE)
+LINE_LIST_FILENAME = get_pkg_data_filename('data/ThAr_atlas_ESO.txt', TEST_PACKAGE)
 
 
 def observation_portal_side_effect(*args, **kwargs):
@@ -42,6 +44,12 @@ def observation_portal_side_effect(*args, **kwargs):
     return FakeResponse(filename)
 
 
+def get_instrument_ids(db_address):
+    with get_session(db_address) as db_session:
+        instruments = db_session.query(dbs.instruments).all()
+    return [instrument.id for instrument in instruments]
+
+
 def celery_join():
     celery_inspector = app.control.inspect()
     log_counter = 0
@@ -172,8 +180,10 @@ def init(configdb):
     for instrument in INSTRUMENTS:
         for bpm_filename in glob(os.path.join(DATA_ROOT, instrument, 'bpm/*bpm*')):
             os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ["DB_ADDRESS"]}')
-
-
+    instrument_ids = get_instrument_ids(os.environ["DB_ADDRESS"])
+    for instrument_id in instrument_ids:
+        os.system(f'banzai_nres_add_line_list --filename {LINE_LIST_FILENAME} --db-address={os.environ["DB_ADDRESS"]} '
+                  f'--instrument-id {instrument_id}')
 
 @pytest.mark.e2e
 @pytest.mark.master_bias
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index f205e8a6..f2073d2c 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -67,7 +67,7 @@ def do_stage(self, image):
         master_calibration_file_info = self.get_calibration_file_info(image)
         if master_calibration_file_info is None:
             return self.on_missing_master_calibration(image)
-        line_list = np.genfromtxt(master_calibration_file_info['path'])
+        line_list = np.genfromtxt(master_calibration_file_info['path'])[:, 1].flatten()
         logger.info('Applying master calibration', image=image,
                     extra_tags={'master_calibration':  os.path.basename(master_calibration_file_info['path'])})
         return self.apply_master_calibration(image, line_list)
diff --git a/setup.py b/setup.py
index 5087b276..1c1f8f74 100644
--- a/setup.py
+++ b/setup.py
@@ -21,11 +21,12 @@
       use_scm_version=True,
       package_dir={'banzai_nres': 'banzai_nres'},
       setup_requires=['pytest-runner', 'setuptools_scm'],
-      install_requires=['banzai>=0.28.0', 'numpy>=1.13', 'sphinx', 'coveralls',
-                        'statsmodels', 'astropy', 'xwavecal==0.1.8'],
+      install_requires=['banzai>=0.28.0', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.0.3',
+                        'statsmodels', 'astropy<=3.2.3', 'xwavecal==0.1.9', 'scipy<=1.3.1'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',
                                         'banzai_nres_run_realtime_pipeline=banzai_nres.main:nres_run_realtime_pipeline',
                                         'banzai_nres_start_stacking_scheduler=banzai_nres.main:nres_start_stacking_scheduler',
                                         'banzai_nres_make_master_calibrations=banzai_nres.main:nres_make_master_calibrations',
-                                        'banzai_nres_add_bpm=banzai_nres.main:add_bpm']})
+                                        'banzai_nres_add_bpm=banzai_nres.main:add_bpm',
+                                        'banzai_nres_add_line_list=banzai_nres.main:add_line_list']})

From af6f08d22ad91d6729114ca15bec08fb3e08f7d5 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 23 Apr 2020 14:31:48 -0700
Subject: [PATCH 090/303] version pin

---
 setup.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/setup.py b/setup.py
index 1c1f8f74..eacc9a29 100644
--- a/setup.py
+++ b/setup.py
@@ -21,8 +21,8 @@
       use_scm_version=True,
       package_dir={'banzai_nres': 'banzai_nres'},
       setup_requires=['pytest-runner', 'setuptools_scm'],
-      install_requires=['banzai>=0.28.0', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.0.3',
-                        'statsmodels', 'astropy<=3.2.3', 'xwavecal==0.1.9', 'scipy<=1.3.1'],
+      install_requires=['banzai>=0.28.0', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep==1.10.0',
+                        'statsmodels', 'astropy==4.0', 'xwavecal==0.1.9', 'scipy==1.3.2'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',
                                         'banzai_nres_run_realtime_pipeline=banzai_nres.main:nres_run_realtime_pipeline',

From 3a62ee3b874bcdcc62465bcfe70276471dfbe7ad Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 23 Apr 2020 14:59:17 -0700
Subject: [PATCH 091/303] correct version requirements for docker container to
 build and pass

---
 setup.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/setup.py b/setup.py
index eacc9a29..fdfbd88c 100644
--- a/setup.py
+++ b/setup.py
@@ -21,8 +21,8 @@
       use_scm_version=True,
       package_dir={'banzai_nres': 'banzai_nres'},
       setup_requires=['pytest-runner', 'setuptools_scm'],
-      install_requires=['banzai>=0.28.0', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep==1.10.0',
-                        'statsmodels', 'astropy==4.0', 'xwavecal==0.1.9', 'scipy==1.3.2'],
+      install_requires=['banzai>=0.28.0', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
+                        'statsmodels', 'astropy==4.0', 'xwavecal==0.1.10', 'scipy==1.3.2', 'photutils==0.7.2'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',
                                         'banzai_nres_run_realtime_pipeline=banzai_nres.main:nres_run_realtime_pipeline',

From 5cc14b92c84b2f0daf15d2126c9ca75603a97218 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 23 Apr 2020 15:59:48 -0700
Subject: [PATCH 092/303] Attempt to get debug messages from celery workers.

---
 helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
index f1bcc5c3..6c6e8638 100644
--- a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
+++ b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
@@ -110,8 +110,8 @@ spec:
             - "banzai-celery-worker"
             - --concurrency
             - "2"
-            - -l
-            - "debug"
+            - --loglevel
+            - "DEBUG"
           resources:
             requests:
               cpu: "0.1"

From a806051402ad82208924faef426aab7022bb6427 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 23 Apr 2020 16:14:26 -0700
Subject: [PATCH 093/303] Added a cleanup step to the e2e tests.

---
 .../banzai-nres-e2e/templates/e2e_tests.yaml  | 21 +++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
index 6c6e8638..465fd31f 100644
--- a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
+++ b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
@@ -33,6 +33,27 @@ spec:
       initContainers:
         # When the Pod is initialized, copy all files within the container at path
         # /archive/engineering into the empty data volume mounted at /data
+        - name: nres-data-cleanup
+          image:  "{{ .Values.dataImage.repository }}:{{ .Values.dataImage.tag }}"
+          imagePullPolicy: {{ .Values.dataImage.pullPolicy}}
+          securityContext:
+            runAsUser: 10087
+            runAsGroup: 10000
+          volumeMounts:
+            - name: nres-data
+              mountPath: /data
+              readOnly: false
+          command:
+            - rm
+            - -rf
+            - /data/*
+          resources:
+            requests:
+              cpu: "0.1"
+              memory: "128M"
+            limits:
+              cpu: "1"
+              memory: "1Gi"
         - name: nres-data
           image:  "{{ .Values.dataImage.repository }}:{{ .Values.dataImage.tag }}"
           imagePullPolicy: {{ .Values.dataImage.pullPolicy}}

From ce4c509da11a287d77df54e2317264a958d65eca Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 23 Apr 2020 17:19:19 -0700
Subject: [PATCH 094/303] Make sure we do the persistent volume cleanup
 correctly.

---
 Jenkinsfile                                   | 10 +++++++--
 .../banzai-nres-e2e/templates/e2e_tests.yaml  | 21 -------------------
 2 files changed, 8 insertions(+), 23 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index c8d4fc43..67d2e3ad 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -69,8 +69,14 @@ pipeline {
 		    steps {
 	            script {
                     withKubeConfig([credentialsId: "build-kube-config"]) {
-                        sh('helm repo update && helm upgrade --install banzai-nres-e2e helm-chart/banzai-nres-e2e ' +
-                                '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --force --wait --timeout=3600')
+                        sh('helm repo update')
+                        final cmd = " helm delete --purge banzai-nres-e2e &> cleanup.txt"
+                        final status = sh(script: cmd, returnStatus: true)
+                        final output = readFile('cleanup.txt').trim()
+                        sh(script: "rm -f cleanup.txt", returnStatus: true)
+                        echo output
+                        sh('helm upgrade --install banzai-nres-e2e helm-chart/banzai-nres-e2e ' +
+                            '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --force --wait --timeout=3600')
 
                         podName = sh(script: 'kubectl get po -l app.kubernetes.io/instance=banzai-nres-e2e ' +
                                         '--sort-by=.status.startTime -o jsonpath="{.items[-1].metadata.name}"',
diff --git a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
index 465fd31f..6c6e8638 100644
--- a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
+++ b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
@@ -33,27 +33,6 @@ spec:
       initContainers:
         # When the Pod is initialized, copy all files within the container at path
         # /archive/engineering into the empty data volume mounted at /data
-        - name: nres-data-cleanup
-          image:  "{{ .Values.dataImage.repository }}:{{ .Values.dataImage.tag }}"
-          imagePullPolicy: {{ .Values.dataImage.pullPolicy}}
-          securityContext:
-            runAsUser: 10087
-            runAsGroup: 10000
-          volumeMounts:
-            - name: nres-data
-              mountPath: /data
-              readOnly: false
-          command:
-            - rm
-            - -rf
-            - /data/*
-          resources:
-            requests:
-              cpu: "0.1"
-              memory: "128M"
-            limits:
-              cpu: "1"
-              memory: "1Gi"
         - name: nres-data
           image:  "{{ .Values.dataImage.repository }}:{{ .Values.dataImage.tag }}"
           imagePullPolicy: {{ .Values.dataImage.pullPolicy}}

From 214cd751f7aa5bfbe5e9d04f9b3aef8faba44160 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 24 Apr 2020 09:38:51 -0700
Subject: [PATCH 095/303] Another persistent volume fix.

---
 Jenkinsfile | 1 +
 1 file changed, 1 insertion(+)

diff --git a/Jenkinsfile b/Jenkinsfile
index 67d2e3ad..06f8d049 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -75,6 +75,7 @@ pipeline {
                         final output = readFile('cleanup.txt').trim()
                         sh(script: "rm -f cleanup.txt", returnStatus: true)
                         echo output
+                        sh(script: "kubectl delete pvc banzai-nres-e2e --wait --timeout=600", returnStatus: true)
                         sh('helm upgrade --install banzai-nres-e2e helm-chart/banzai-nres-e2e ' +
                             '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --force --wait --timeout=3600')
 

From e8956206e42a4e692dc20604d3c01ec64f0323d8 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Fri, 24 Apr 2020 11:00:07 -0700
Subject: [PATCH 096/303] line list loading in e2e testing works for some
 frames. Fails after a few successes, still investigating.

---
 banzai_nres/settings.py       |  4 +++-
 banzai_nres/tests/test_e2e.py | 11 ++++++++---
 2 files changed, 11 insertions(+), 4 deletions(-)

diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index f9924e5b..a585aec7 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -7,7 +7,9 @@
 
 FRAME_SELECTION_CRITERIA = [('type', 'contains', 'NRES')]
 
-ORDERED_STAGES = ['banzai.bpm.BadPixelMaskLoader',
+ORDERED_STAGES = [
+                  #'banzai_nres.wavelength.LineListLoader',
+                  'banzai.bpm.BadPixelMaskLoader',
                   'banzai.bias.OverscanSubtractor',
                   'banzai.gain.GainNormalizer',
                   'banzai.trim.Trimmer',
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 699070c2..9777ced5 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -44,9 +44,12 @@ def observation_portal_side_effect(*args, **kwargs):
     return FakeResponse(filename)
 
 
-def get_instrument_ids(db_address):
+def get_instrument_ids(db_address, names):
     with get_session(db_address) as db_session:
-        instruments = db_session.query(dbs.instruments).all()
+        instruments = []
+        for name in names:
+            criteria = dbs.Instrument.name == name
+            instruments.extend(db_session.query(dbs.Instrument).filter(criteria).all())
     return [instrument.id for instrument in instruments]
 
 
@@ -179,9 +182,11 @@ def init(configdb):
     os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
     for instrument in INSTRUMENTS:
         for bpm_filename in glob(os.path.join(DATA_ROOT, instrument, 'bpm/*bpm*')):
+            logger.info(f'adding bpm {bpm_filename} to the database')
             os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ["DB_ADDRESS"]}')
-    instrument_ids = get_instrument_ids(os.environ["DB_ADDRESS"])
+    instrument_ids = get_instrument_ids(os.environ["DB_ADDRESS"], names=['nres01', 'nres02'])
     for instrument_id in instrument_ids:
+        logger.info(f'adding line list to the database for instrument with id {str(instrument_id)}')
         os.system(f'banzai_nres_add_line_list --filename {LINE_LIST_FILENAME} --db-address={os.environ["DB_ADDRESS"]} '
                   f'--instrument-id {instrument_id}')
 

From 2ce92ad6eaa7b6b966d09e652dc912f44a7403b9 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Fri, 24 Apr 2020 12:31:41 -0700
Subject: [PATCH 097/303] Work around for bug where line list was not found due
 to duplicates in the db: added 4 copies of the eso thar atlas to the test
 data set for the line lists of the  four instruments fa09, fl09, fa17, fl17.

---
 ...tlas_ESO.txt => ThAr_atlas_ESO_copy01.txt} |    0
 .../tests/data/ThAr_atlas_ESO_copy02.txt      | 2456 +++++++++++++++++
 .../tests/data/ThAr_atlas_ESO_copy03.txt      | 2456 +++++++++++++++++
 .../tests/data/ThAr_atlas_ESO_copy04.txt      | 2456 +++++++++++++++++
 banzai_nres/tests/test_e2e.py                 |   11 +-
 5 files changed, 7376 insertions(+), 3 deletions(-)
 rename banzai_nres/tests/data/{ThAr_atlas_ESO.txt => ThAr_atlas_ESO_copy01.txt} (100%)
 create mode 100644 banzai_nres/tests/data/ThAr_atlas_ESO_copy02.txt
 create mode 100644 banzai_nres/tests/data/ThAr_atlas_ESO_copy03.txt
 create mode 100644 banzai_nres/tests/data/ThAr_atlas_ESO_copy04.txt

diff --git a/banzai_nres/tests/data/ThAr_atlas_ESO.txt b/banzai_nres/tests/data/ThAr_atlas_ESO_copy01.txt
similarity index 100%
rename from banzai_nres/tests/data/ThAr_atlas_ESO.txt
rename to banzai_nres/tests/data/ThAr_atlas_ESO_copy01.txt
diff --git a/banzai_nres/tests/data/ThAr_atlas_ESO_copy02.txt b/banzai_nres/tests/data/ThAr_atlas_ESO_copy02.txt
new file mode 100644
index 00000000..1f9531a1
--- /dev/null
+++ b/banzai_nres/tests/data/ThAr_atlas_ESO_copy02.txt
@@ -0,0 +1,2456 @@
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diff --git a/banzai_nres/tests/data/ThAr_atlas_ESO_copy03.txt b/banzai_nres/tests/data/ThAr_atlas_ESO_copy03.txt
new file mode 100644
index 00000000..1f9531a1
--- /dev/null
+++ b/banzai_nres/tests/data/ThAr_atlas_ESO_copy03.txt
@@ -0,0 +1,2456 @@
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diff --git a/banzai_nres/tests/data/ThAr_atlas_ESO_copy04.txt b/banzai_nres/tests/data/ThAr_atlas_ESO_copy04.txt
new file mode 100644
index 00000000..1f9531a1
--- /dev/null
+++ b/banzai_nres/tests/data/ThAr_atlas_ESO_copy04.txt
@@ -0,0 +1,2456 @@
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+
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 9777ced5..05b3911e 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -33,7 +33,12 @@
 
 TEST_PACKAGE = 'banzai_nres.tests'
 CONFIGDB_FILENAME = get_pkg_data_filename('data/configdb_example.json', TEST_PACKAGE)
-LINE_LIST_FILENAME = get_pkg_data_filename('data/ThAr_atlas_ESO.txt', TEST_PACKAGE)
+# distinct files for the line lists for each instrument because otherwise they will not be added to the database
+# because .db entries with the same filename are marked as duplicates (see banzai.dbs.save_calibration_info()).
+LINE_LIST_FILENAMES = [get_pkg_data_filename('data/ThAr_atlas_ESO_copy0' + str(c) + '.txt', TEST_PACKAGE) for c in [1, 2, 3, 4]]
+if len(INSTRUMENTS) > len(LINE_LIST_FILENAMES):
+    logger.warning(f'Found {len(LINE_LIST_FILENAMES)} line list files')
+    logger.warning('Not enough line list txt files for all the instruments that will be added to the database!')
 
 
 def observation_portal_side_effect(*args, **kwargs):
@@ -185,9 +190,9 @@ def init(configdb):
             logger.info(f'adding bpm {bpm_filename} to the database')
             os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ["DB_ADDRESS"]}')
     instrument_ids = get_instrument_ids(os.environ["DB_ADDRESS"], names=['nres01', 'nres02'])
-    for instrument_id in instrument_ids:
+    for instrument_id, line_list in zip(instrument_ids, LINE_LIST_FILENAMES[:len(instrument_ids)]):
         logger.info(f'adding line list to the database for instrument with id {str(instrument_id)}')
-        os.system(f'banzai_nres_add_line_list --filename {LINE_LIST_FILENAME} --db-address={os.environ["DB_ADDRESS"]} '
+        os.system(f'banzai_nres_add_line_list --filename {line_list} --db-address={os.environ["DB_ADDRESS"]} '
                   f'--instrument-id {instrument_id}')
 
 @pytest.mark.e2e

From a30b25e3a0fafd7f515fadc2882bc9439162a1f4 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Fri, 24 Apr 2020 12:42:03 -0700
Subject: [PATCH 098/303] added testing for ARC stacking.

---
 Jenkinsfile                   | 28 ++++++++++++++++++++++++++++
 banzai_nres/settings.py       |  3 +--
 banzai_nres/tests/test_e2e.py | 16 ++++++++++++++++
 3 files changed, 45 insertions(+), 2 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index 0c92e5c4..1d4ed613 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -148,6 +148,34 @@ pipeline {
 				}
 			}
 		}
+		stage('Test-Master-Arc-Creation') {
+			when {
+				anyOf {
+					branch 'PR-*'
+					expression { return params.forceEndToEnd }
+				}
+			}
+			steps {
+				script {
+                    withKubeConfig([credentialsId: "dev-kube-config"]) {
+						sh("kubectl exec -n dev ${podName} -c banzai-nres-listener -- " +
+						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-arc.xml " +
+						        "-m master_arc /lco/banzai-nres/")
+					}
+				}
+			}
+			post {
+				always {
+					script {
+					    withKubeConfig([credentialsId: "dev-kube-config"]) {
+						    sh("kubectl cp -n dev -c banzai-nres-listener ${podName}:/home/archive/pytest-master-arc.xml " +
+						            "pytest-master-arc.xml")
+						    junit "pytest-master-arc.xml"
+						}
+					}
+				}
+			}
+		}
 		stage('Test-Science-Frame-Creation') {
 			when {
 				anyOf {
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index a585aec7..be209fac 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -8,7 +8,6 @@
 FRAME_SELECTION_CRITERIA = [('type', 'contains', 'NRES')]
 
 ORDERED_STAGES = [
-                  #'banzai_nres.wavelength.LineListLoader',
                   'banzai.bpm.BadPixelMaskLoader',
                   'banzai.bias.OverscanSubtractor',
                   'banzai.gain.GainNormalizer',
@@ -73,7 +72,7 @@
                                          'banzai_nres.background.BackgroundSubtractor',
                                          'banzai_nres.wavelength.IdentifyFeatures',
                                          'banzai_nres.wavelength.WavelengthCalibrate',
-                                         'banzai_nres.qc.AssessWavelengthSolution'
+                                         #'banzai_nres.qc.AssessWavelengthSolution'
                                          ]
                               }
 
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 05b3911e..108afbba 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -243,6 +243,22 @@ def test_if_stacked_flat_frame_was_created(self):
         run_check_if_stacked_calibrations_are_in_db('*w00.fits*', 'LAMPFLAT')
 
 
+@pytest.mark.e2e
+@pytest.mark.master_arc
+class TestMasterArcCreation:
+    @pytest.fixture(autouse=True)
+    @mock.patch('banzai.utils.observation_utils.requests.get', side_effect=observation_portal_side_effect)
+    def stack_arc_frames(self, mock_lake):
+        run_reduce_individual_frames('*a00.fits*')
+        mark_frames_as_good('*a91.fits*')
+        stack_calibrations('double')
+
+    def test_if_stacked_flat_frame_was_created(self):
+        check_if_individual_frames_exist('*a00*')
+        run_check_if_stacked_calibrations_were_created('*a00.fits*', 'double')
+        run_check_if_stacked_calibrations_are_in_db('*a00.fits*', 'DOUBLE')
+
+
 @pytest.mark.e2e
 @pytest.mark.science_frames
 class TestScienceFrameProcessing:

From cb5cefb149906fd9519d25bd21573e734950a83c Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Fri, 24 Apr 2020 13:27:11 -0700
Subject: [PATCH 099/303] added necessary information tot the settings.py for
 things to stack.

---
 banzai_nres/settings.py | 23 +++++++++++++++++------
 1 file changed, 17 insertions(+), 6 deletions(-)

diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index be209fac..d276b3ae 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -23,12 +23,16 @@
 
 CALIBRATION_MIN_FRAMES = {'BIAS': 5,
                           'DARK': 3,
-                          'LAMPFLAT': 5}
+                          'LAMPFLAT': 5,
+                          'DOUBLE': 1,
+                          }
 
 CALIBRATION_SET_CRITERIA = {'BIAS': ['binning', 'configuration_mode'],
                             'DARK': ['binning', 'configuration_mode'],
                             'LAMPFLAT': ['binning', 'fiber0_lit', 'fiber1_lit', 'fiber2_lit'],
-                            'LINELIST': []}
+                            'DOUBLE': ['binning', 'fiber0_lit', 'fiber1_lit', 'fiber2_lit'],
+                            'LINELIST': [],
+                            }
 
 CALIBRATION_FILENAME_FUNCTIONS = {'BIAS': ('banzai_nres.utils.file_utils.config_to_filename',
                                            'banzai.utils.file_utils.ccdsum_to_filename'),
@@ -36,11 +40,15 @@
                                            'banzai.utils.file_utils.ccdsum_to_filename'),
                                   'LAMPFLAT': ('banzai_nres.utils.file_utils.config_to_filename',
                                                'banzai.utils.file_utils.ccdsum_to_filename',
-                                               'banzai_nres.fibers.fibers_state_to_filename')}
+                                               'banzai_nres.fibers.fibers_state_to_filename'),
+                                  'DOUBLE': ('banzai_nres.utils.file_utils.config_to_filename',
+                                             'banzai.utils.file_utils.ccdsum_to_filename',
+                                             'banzai_nres.fibers.fibers_state_to_filename')
+                                  }
 
 TELESCOPE_FILENAME_FUNCTION = 'banzai_nres.utils.runtime_utils.get_telescope_filename'
 
-CALIBRATION_IMAGE_TYPES = ['BPM', 'BIAS', 'DARK', 'LAMPFLAT', 'ARC']
+CALIBRATION_IMAGE_TYPES = ['BPM', 'BIAS', 'DARK', 'LAMPFLAT', 'DOUBLE']
 
 LAST_STAGE = {'BIAS': 'banzai.trim.Trimmer',
               'DARK': 'banzai.bias.BiasSubtractor',
@@ -79,7 +87,9 @@
 # Stack delays are expressed in seconds--namely, each is five minutes
 CALIBRATION_STACK_DELAYS = {'BIAS': 300,
                             'DARK': 300,
-                            'LAMPFLAT': 300}
+                            'LAMPFLAT': 300,
+                            'DOUBLE': 300,
+                            }
 
 SCHEDULE_STACKING_CRON_ENTRIES = {'cpt': {'minute': 0, 'hour': 15},
                                   'tlv': {'minute': 45, 'hour': 8},
@@ -97,7 +107,8 @@
 # For some extension names, we want to just have corresponding BPM or ERR extensions
 EXTENSION_NAMES_TO_CONDENSE = ['SPECTRUM']
 
-CALIBRATION_LOOKBACK = {'BIAS': 4.5, 'DARK': 4.5, 'LAMPFLAT': 0.5}
+# number of days to lookback and stack frames:
+CALIBRATION_LOOKBACK = {'BIAS': 4.5, 'DARK': 4.5, 'LAMPFLAT': 0.5, 'DOUBLE': 0.5}
 
 PIPELINE_VERSION = banzai_nres.__version__
 

From 680aba2e7f4d8c02cdd3f5eecac9a2c975551a56 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Fri, 24 Apr 2020 13:33:41 -0700
Subject: [PATCH 100/303] edited OBSERVATION_REQUEST_TYPES to translate ARC to
 DOUBLE'

---
 banzai_nres/settings.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index d276b3ae..15ddf4c5 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -102,7 +102,7 @@
 
 CONFIGDB_URL = os.getenv('CONFIGDB_URL', 'http://configdb.lco.gtn/sites/')
 
-OBSERVATION_REQUEST_TYPES = {'BIAS': 'NRESBIAS', 'DARK': 'NRESDARK'}
+OBSERVATION_REQUEST_TYPES = {'BIAS': 'NRESBIAS', 'DARK': 'NRESDARK', 'ARC': 'DOUBLE'}
 
 # For some extension names, we want to just have corresponding BPM or ERR extensions
 EXTENSION_NAMES_TO_CONDENSE = ['SPECTRUM']

From ace359c7fd8380a0153400f2782f27898052b957 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Fri, 24 Apr 2020 13:36:04 -0700
Subject: [PATCH 101/303] typo fix

---
 banzai_nres/settings.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 15ddf4c5..f0f65e97 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -102,7 +102,7 @@
 
 CONFIGDB_URL = os.getenv('CONFIGDB_URL', 'http://configdb.lco.gtn/sites/')
 
-OBSERVATION_REQUEST_TYPES = {'BIAS': 'NRESBIAS', 'DARK': 'NRESDARK', 'ARC': 'DOUBLE'}
+OBSERVATION_REQUEST_TYPES = {'BIAS': 'NRESBIAS', 'DARK': 'NRESDARK', 'DOUBLE': 'ARC'}
 
 # For some extension names, we want to just have corresponding BPM or ERR extensions
 EXTENSION_NAMES_TO_CONDENSE = ['SPECTRUM']

From 46bc00b3203500ddae64a91108da5c5bf67be847 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 24 Apr 2020 14:02:37 -0700
Subject: [PATCH 102/303] Updates to make travis happy.

---
 .travis.yml | 2 +-
 Dockerfile  | 2 +-
 setup.py    | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.travis.yml b/.travis.yml
index de90c53c..aa2bead2 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -71,7 +71,7 @@ before_install:
 
 install:
   - if [[ "$INSTALL_DEPS" == 1 ]]; then pip install numpy==$NUMPY_VERSION coverage pycodestyle; fi
-  - pip install git+https://github.com/lcogt/banzai@0.20.1-40-g7902cb9
+  - pip install git+https://github.com/lcogt/banzai@dev
   - $PYTHON_INSTALL_COMMAND
 
 script:
diff --git a/Dockerfile b/Dockerfile
index fbb10257..d9fd334e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-204-gbc44033
+FROM docker.lco.global/banzai:0.28.9-210-ge7dce50
 
 USER root
 
diff --git a/setup.py b/setup.py
index c4ad26fe..d884bffa 100644
--- a/setup.py
+++ b/setup.py
@@ -21,7 +21,7 @@
       use_scm_version=True,
       package_dir={'banzai_nres': 'banzai_nres'},
       setup_requires=['pytest-runner', 'setuptools_scm'],
-      install_requires=['banzai>=0.28.0', 'numpy>=1.13', 'sphinx', 'coveralls', 'statsmodels', 'astropy'],
+      install_requires=['banzai>=0.29.0dev', 'numpy>=1.13', 'sphinx', 'coveralls', 'statsmodels', 'astropy'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',
                                         'banzai_nres_run_realtime_pipeline=banzai_nres.main:nres_run_realtime_pipeline',

From 7e1e1e87f563b39d7b9bd2ecb39570a1d7ac17e5 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 24 Apr 2020 17:23:36 -0700
Subject: [PATCH 103/303] Added slim chart when not pushing to dev

---
 Jenkinsfile        |  9 ++++++++-
 docker-compose.yml | 16 ++++++++--------
 2 files changed, 16 insertions(+), 9 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index 06f8d049..dcd16e39 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -63,12 +63,18 @@ pipeline {
 			when {
 				anyOf {
 					branch 'PR-*'
+					branch 'dev'
 					expression { return params.forceEndToEnd }
 				}
 			}
 		    steps {
 	            script {
                     withKubeConfig([credentialsId: "build-kube-config"]) {
+                        if (env.BRANCH_NAME == "dev") {
+                            dataTag = '1.0.3'
+                        } else {
+                            dataTag = '1.0.3-slim'
+                        }
                         sh('helm repo update')
                         final cmd = " helm delete --purge banzai-nres-e2e &> cleanup.txt"
                         final status = sh(script: cmd, returnStatus: true)
@@ -77,7 +83,8 @@ pipeline {
                         echo output
                         sh(script: "kubectl delete pvc banzai-nres-e2e --wait --timeout=600", returnStatus: true)
                         sh('helm upgrade --install banzai-nres-e2e helm-chart/banzai-nres-e2e ' +
-                            '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --force --wait --timeout=3600')
+                            '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --set dataImage.tag="${dataTag}" ' +
+                            '--force --wait --timeout=3600')
 
                         podName = sh(script: 'kubectl get po -l app.kubernetes.io/instance=banzai-nres-e2e ' +
                                         '--sort-by=.status.startTime -o jsonpath="{.items[-1].metadata.name}"',
diff --git a/docker-compose.yml b/docker-compose.yml
index 87d14a06..0f217e7b 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -15,7 +15,7 @@ services:
       options:
         max-size: '100m'
         max-file: '3'
-  banzai-nres-fits-exchange:
+  banzai-nres-e2e-fits-exchange:
     image: rabbitmq:3.7.9
     network_mode: "bridge"
     container_name: banzai-nres-e2e-fits-exchange
@@ -24,14 +24,14 @@ services:
       options:
         max-size: '100m'
         max-file: '3'
-  banzai-nres-redis:
+  banzai-nres-e2e-redis:
     image: redis:5.0.3
     network_mode: "bridge"
     container_name: banzai-nres-e2e-redis
     labels:
       io.rancher.container.pull_image: always
     mem_limit: '1g'
-  banzai-nres-celery-workers:
+  banzai-nres-e2e-celery-workers:
     image: ${NRES_DOCKER_IMG}
     network_mode: "bridge"
     container_name: banzai-nres-e2e-celery-workers
@@ -40,8 +40,8 @@ services:
                  "-l", "debug", "-c", "4"]
     mem_limit: '8g'
     depends_on:
-      - banzai-nres-redis
-      - banzai-nres-fits-exchange
+      - banzai-nres-e2e-redis
+      - banzai-nres-e2e-fits-exchange
       - nres-e2e-data
     links:
       - banzai-nres-e2e-redis:redis
@@ -60,14 +60,14 @@ services:
       options:
         max-size: '100m'
         max-file: '3'
-  banzai-nres-listener:
+  banzai-nres-e2e-listener:
     image: ${NRES_DOCKER_IMG}
     network_mode: "bridge"
     container_name: banzai-nres-e2e-listener
     mem_limit: '1g'
     depends_on:
-      - banzai-nres-redis
-      - banzai-nres-fits-exchange
+      - banzai-nres-e2e-redis
+      - banzai-nres-e2e-fits-exchange
       - nres-e2e-data
     links:
       - banzai-nres-e2e-fits-exchange:broker

From 59142ba5140725285790cc939247c45eae9a3a73 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 24 Apr 2020 17:28:37 -0700
Subject: [PATCH 104/303] Fixes to jenkinsfile.

---
 Jenkinsfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index dcd16e39..33513937 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -81,7 +81,7 @@ pipeline {
                         final output = readFile('cleanup.txt').trim()
                         sh(script: "rm -f cleanup.txt", returnStatus: true)
                         echo output
-                        sh(script: "kubectl delete pvc banzai-nres-e2e --wait --timeout=600", returnStatus: true)
+                        sh(script: "kubectl delete pvc banzai-nres-e2e --wait=true --timeout=600s", returnStatus: true)
                         sh('helm upgrade --install banzai-nres-e2e helm-chart/banzai-nres-e2e ' +
                             '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --set dataImage.tag="${dataTag}" ' +
                             '--force --wait --timeout=3600')

From ded1cec4b4ee4a5968af6105250c249e72e99f36 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 24 Apr 2020 17:56:14 -0700
Subject: [PATCH 105/303] Fixes to jenkinsfile.

---
 Jenkinsfile | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index 33513937..fd5824bf 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -71,9 +71,9 @@ pipeline {
 	            script {
                     withKubeConfig([credentialsId: "build-kube-config"]) {
                         if (env.BRANCH_NAME == "dev") {
-                            dataTag = '1.0.3'
+                            final dataTag = "1.0.3"
                         } else {
-                            dataTag = '1.0.3-slim'
+                            final dataTag = "1.0.3-slim"
                         }
                         sh('helm repo update')
                         final cmd = " helm delete --purge banzai-nres-e2e &> cleanup.txt"
@@ -83,8 +83,8 @@ pipeline {
                         echo output
                         sh(script: "kubectl delete pvc banzai-nres-e2e --wait=true --timeout=600s", returnStatus: true)
                         sh('helm upgrade --install banzai-nres-e2e helm-chart/banzai-nres-e2e ' +
-                            '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --set dataImage.tag="${dataTag}" ' +
-                            '--force --wait --timeout=3600')
+                            '--set banzaiNRES.tag="${GIT_DESCRIPTION}" --set dataImage.tag=' + dataTag +
+                            ' --force --wait --timeout=3600')
 
                         podName = sh(script: 'kubectl get po -l app.kubernetes.io/instance=banzai-nres-e2e ' +
                                         '--sort-by=.status.startTime -o jsonpath="{.items[-1].metadata.name}"',

From 50fc4ebd072bb27656e7d9184ef00e79c5ef65ef Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 24 Apr 2020 18:01:16 -0700
Subject: [PATCH 106/303] Fixes to jenkinsfile.

---
 Jenkinsfile | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index fd5824bf..030397a5 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -71,9 +71,9 @@ pipeline {
 	            script {
                     withKubeConfig([credentialsId: "build-kube-config"]) {
                         if (env.BRANCH_NAME == "dev") {
-                            final dataTag = "1.0.3"
+                            final dataTag = '1.0.3'
                         } else {
-                            final dataTag = "1.0.3-slim"
+                            final dataTag = '1.0.3-slim'
                         }
                         sh('helm repo update')
                         final cmd = " helm delete --purge banzai-nres-e2e &> cleanup.txt"

From 4c32b9f251a0b2491e92d56f338e0ec94c977d60 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 24 Apr 2020 18:17:37 -0700
Subject: [PATCH 107/303] Fixes to jenkinsfile.

---
 Jenkinsfile | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index 030397a5..b8ae3fc5 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -71,9 +71,9 @@ pipeline {
 	            script {
                     withKubeConfig([credentialsId: "build-kube-config"]) {
                         if (env.BRANCH_NAME == "dev") {
-                            final dataTag = '1.0.3'
+                            dataTag = '1.0.3'
                         } else {
-                            final dataTag = '1.0.3-slim'
+                            dataTag = '1.0.3-slim'
                         }
                         sh('helm repo update')
                         final cmd = " helm delete --purge banzai-nres-e2e &> cleanup.txt"

From f272a4f3aaaf24df1a2f34ceb1cbdbeede5f5fa5 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Mon, 27 Apr 2020 08:47:30 -0700
Subject: [PATCH 108/303] Whitespace fixes for Travis pycodestyle checks.

---
 banzai_nres/tests/test_extract.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/tests/test_extract.py b/banzai_nres/tests/test_extract.py
index 74e99e07..d923cfbd 100644
--- a/banzai_nres/tests/test_extract.py
+++ b/banzai_nres/tests/test_extract.py
@@ -118,7 +118,7 @@ def test_optimal_weights_on_box_profile(self):
         assert np.allclose(weights[np.isclose(profile,1)],1./3.)
         #check that the weights of the area with zero profile are zero:
         assert np.allclose(weights[np.isclose(profile,0)],0)
-        
+
 
 def two_order_image():
     # generate 2 flat traces.
@@ -135,12 +135,13 @@ def two_order_image():
     image.traces = traces
     return image
 
+
 def five_hundred_square_image(maxflux,number_traces,trace_width, read_noise=10):
     traces = np.zeros((500,500))
     data = np.ones_like(traces, dtype=float)
     profile = np.zeros_like(traces, dtype=float)
     ix = np.arange(0,trace_width)
-    for i in range (0,number_traces): 
+    for i in range (0,number_traces):
         traces[50*i:50*i+trace_width,:]=i
         for j in range (0,trace_width):
             data[50*i+j,:]+=maxflux*np.exp((-1.)*(ix[j]-trace_width/2.)**2/(trace_width/6.)**2)

From c84e506ec3b75014f0c0052cdfe93c1a3907d69c Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 27 Apr 2020 11:21:52 -0700
Subject: [PATCH 109/303] replaced banzai-nres-listener with
 banzai-nres-e2e-listener in jenkins file?

---
 Jenkinsfile | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index d29d8387..8ab285df 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -188,7 +188,7 @@ pipeline {
 			steps {
 				script {
                     withKubeConfig([credentialsId: "dev-kube-config"]) {
-						sh("kubectl exec -n dev ${podName} -c banzai-nres-listener -- " +
+						sh("kubectl exec -n dev ${podName} -c banzai-nres-e2e-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-arc.xml " +
 						        "-m master_arc /lco/banzai-nres/")
 					}
@@ -198,7 +198,7 @@ pipeline {
 				always {
 					script {
 					    withKubeConfig([credentialsId: "dev-kube-config"]) {
-						    sh("kubectl cp -n dev -c banzai-nres-listener ${podName}:/home/archive/pytest-master-arc.xml " +
+						    sh("kubectl cp -n dev -c banzai-nres-e2e-listener ${podName}:/home/archive/pytest-master-arc.xml " +
 						            "pytest-master-arc.xml")
 						    junit "pytest-master-arc.xml"
 						}

From feae1bcf5ff5921c5c458db0b2631d8c3399c747 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 27 Apr 2020 11:26:03 -0700
Subject: [PATCH 110/303] dev- to build- in jenkins

---
 Jenkinsfile | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index 8ab285df..e7aa3cbe 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -187,8 +187,8 @@ pipeline {
 			}
 			steps {
 				script {
-                    withKubeConfig([credentialsId: "dev-kube-config"]) {
-						sh("kubectl exec -n dev ${podName} -c banzai-nres-e2e-listener -- " +
+                    withKubeConfig([credentialsId: "build-kube-config"]) {
+						sh("kubectl exec ${podName} -c banzai-nres-e2e-listener -- " +
 						        "pytest -s --durations=0 --junitxml=/home/archive/pytest-master-arc.xml " +
 						        "-m master_arc /lco/banzai-nres/")
 					}
@@ -197,8 +197,8 @@ pipeline {
 			post {
 				always {
 					script {
-					    withKubeConfig([credentialsId: "dev-kube-config"]) {
-						    sh("kubectl cp -n dev -c banzai-nres-e2e-listener ${podName}:/home/archive/pytest-master-arc.xml " +
+					    withKubeConfig([credentialsId: "build-kube-config"]) {
+						    sh("kubectl cp -c banzai-nres-e2e-listener ${podName}:/home/archive/pytest-master-arc.xml " +
 						            "pytest-master-arc.xml")
 						    junit "pytest-master-arc.xml"
 						}

From b13b20a16ee73ba38c1532b6ebcf1436c19dd2f3 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 27 Apr 2020 11:55:46 -0700
Subject: [PATCH 111/303] updated docker image for banzai

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index d9fd334e..af1c0473 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-210-ge7dce50
+FROM docker.lco.global/banzai:0.28.9-211-g6d991a3
 
 USER root
 

From 63ffa846455c7aba8fe24af973e51667e23a65ad Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 27 Apr 2020 12:03:47 -0700
Subject: [PATCH 112/303] updated get expected number of frames to also group
 by fibers if the frame type is double

---
 banzai_nres/tests/test_e2e.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 108afbba..6e933a62 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -135,8 +135,8 @@ def get_expected_number_of_calibrations(raw_filenames, calibration_type):
     number_of_stacks_that_should_have_been_created = 0
     for day_obs in DAYS_OBS:
         raw_filenames_for_this_dayobs = glob(os.path.join(DATA_ROOT, day_obs, 'raw', raw_filenames))
-        if calibration_type.lower() == 'lampflat':
-            # Group by fibers lit
+        if calibration_type.lower() == 'lampflat' or calibration_type.lower() == 'double':
+            # Group by fibers lit if we are stacking lampflats or doubles (arc frames)
             observed_fibers = []
             for raw_filename in raw_filenames_for_this_dayobs:
                 lampflat_hdu = fits.open(raw_filename)

From e0e9212ee60788f98f7aed0ea50fbf7053b83525 Mon Sep 17 00:00:00 2001
From: Matt Daily <mdaily@lco.global>
Date: Mon, 27 Apr 2020 13:13:46 -0700
Subject: [PATCH 113/303] Change REDIS_HOST env var name to TASK_HOST, since we
 are using an updated version of upstream BANZAI that relies on this naming
 convention.

---
 docker-compose.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index 0f217e7b..95183b53 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -49,7 +49,7 @@ services:
       - nres-e2e-data
     environment:
       RETRY_DELAY: "0"
-      REDIS_HOST: "redis://redis:6379/0"
+      TASK_HOST: "redis://redis:6379/0"
       LAKE_URL: "http://lake-old.lco.gtn/blocks/"
       NUM_OMP_THREADS: "1"
       OPENTSDB_PYTHON_METRICS_TEST_MODE: "1"
@@ -77,7 +77,7 @@ services:
                  "--broker-url=broker"]
     environment:
       DB_ADDRESS: sqlite:////archive/engineering/test.db
-      REDIS_HOST: "redis://redis:6379/0"
+      TASK_HOST: "redis://redis:6379/0"
       FITS_EXCHANGE: fits_files
       FITS_BROKER: broker
       OPENTSDB_PYTHON_METRICS_TEST_MODE: "1"

From ce350c5e1c50a885734fc9c7d2256e5efb2c6123 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Mon, 27 Apr 2020 13:33:26 -0700
Subject: [PATCH 114/303] Renamed some variables for better readability

---
 banzai_nres/qc/wavelength_solution_checker.py | 18 +++++++++---------
 banzai_nres/tests/test_wavelength.py          |  4 ++--
 2 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index 5e3f7578..edee0373 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -19,21 +19,21 @@ def __init__(self, runtime_context):
     def do_stage(self,image):
         line_list = image.line_list
         lab_lines = find_nearest(image.features['wavelength'], np.sort(line_list))
-        self.calculate_dispersion(image,lab_lines,raw_dispersion,good_dispersion,raw_chi_squared,good_chi_squared,difference)
-        qc_results = {'raw_dispersion':raw_dispersion, 'good_dispersion':good_dispersion, 'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared, 'difference':difference}
+        self.calculate_dispersion(image,lab_lines,sigma_Dlambda,good_sigma_Dlambda,raw_chi_squared,good_chi_squared,Delta_lambda)
+        qc_results = {'sigma_Dlambda':sigma_Dlambda, 'good_sigma_Dlambda':good_sigma_Dlambda, 'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared, 'Delta_lambda':Delta_lambda}
         qc.save_qc_results(self.runtime_context, qc_results, image)
 
     def calculate_dispersion(self,image,lab_lines):
         measured_wavelengths = image.features['wavelength']
         #actual_wavelengths = image.wcs.measured_lines['wavelength']
-        difference = measured_wavelengths - lab_lines
-        raw_dispersion = np.std(difference)
-        low_scatter_lines = np.isclose(difference,0,atol=0.1)
-        good_dispersion = np.std(difference[low_scatter_lines])
+        Delta_lambda = measured_wavelengths - lab_lines
+        sigma_Dlambda = np.std(Delta_lambda)
+        low_scatter_lines = np.isclose(Delta_lambda,0,atol=0.1)
+        good_sigma_Dlambda = np.std(Delta_lambda[low_scatter_lines])
         feature_centroid_uncertainty = image.features['centroid_err']
-        raw_chi_squared = np.sum((difference/feature_centroid_uncertainty)**2)/len(difference)
-        good_chi_squared = np.sum((difference[low_scatter_lines]/feature_centroid_uncertainty[low_scatter_lines])**2)/len(difference[low_scatter_lines])
-        return raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared, difference
+        raw_chi_squared = np.sum((Delta_lambda/feature_centroid_uncertainty)**2)/len(Delta_lambda)
+        good_chi_squared = np.sum((Delta_lambda[low_scatter_lines]/feature_centroid_uncertainty[low_scatter_lines])**2)/len(Delta_lambda[low_scatter_lines])
+        return sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared, Delta_lambda
 
 
         #TO DO:
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 7ee6fdb7..70d44cb7 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -170,7 +170,7 @@ class TestQCChecks:
     input_context = context.Context({})
 
     def test_qc_checks(self):
-        raw_dispersion, good_dispersion, raw_chi_squared, good_chi_squared, difference = AssessWavelengthSolution(self.input_context).calculate_dispersion(self.test_image,self.test_image.features['wavelength'])
-        assert raw_dispersion >= good_dispersion
+        sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared, Delta_lambda = AssessWavelengthSolution(self.input_context).calculate_dispersion(self.test_image,self.test_image.features['wavelength'])
+        assert sigma_Dlambda >= good_sigma_Dlambda
         assert raw_chi_squared >= good_chi_squared
     
\ No newline at end of file

From e6d19739264876dfe1f793f9334b3db4247bc6c7 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Mon, 27 Apr 2020 13:49:05 -0700
Subject: [PATCH 115/303] Refactored to better separate tests into different
 functions

---
 banzai_nres/qc/wavelength_solution_checker.py | 10 +++++++---
 banzai_nres/tests/test_wavelength.py          |  3 ++-
 2 files changed, 9 insertions(+), 4 deletions(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index edee0373..c7b42c9a 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -19,21 +19,25 @@ def __init__(self, runtime_context):
     def do_stage(self,image):
         line_list = image.line_list
         lab_lines = find_nearest(image.features['wavelength'], np.sort(line_list))
-        self.calculate_dispersion(image,lab_lines,sigma_Dlambda,good_sigma_Dlambda,raw_chi_squared,good_chi_squared,Delta_lambda)
+        self.calculate_delta_lambda(image,lab_lines,Delta_lambda)
+        self.calculate_1d_metrics(image,Delta_lambda,sigma_Dlambda,good_sigma_Dlambda,raw_chi_squared,good_chi_squared,)
         qc_results = {'sigma_Dlambda':sigma_Dlambda, 'good_sigma_Dlambda':good_sigma_Dlambda, 'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared, 'Delta_lambda':Delta_lambda}
         qc.save_qc_results(self.runtime_context, qc_results, image)
 
-    def calculate_dispersion(self,image,lab_lines):
+    def calculate_delta_lambda(self,image,lab_lines):
         measured_wavelengths = image.features['wavelength']
         #actual_wavelengths = image.wcs.measured_lines['wavelength']
         Delta_lambda = measured_wavelengths - lab_lines
+        return Delta_lambda
+
+    def calculate_1d_metrics(self,image,Delta_lambda):
         sigma_Dlambda = np.std(Delta_lambda)
         low_scatter_lines = np.isclose(Delta_lambda,0,atol=0.1)
         good_sigma_Dlambda = np.std(Delta_lambda[low_scatter_lines])
         feature_centroid_uncertainty = image.features['centroid_err']
         raw_chi_squared = np.sum((Delta_lambda/feature_centroid_uncertainty)**2)/len(Delta_lambda)
         good_chi_squared = np.sum((Delta_lambda[low_scatter_lines]/feature_centroid_uncertainty[low_scatter_lines])**2)/len(Delta_lambda[low_scatter_lines])
-        return sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared, Delta_lambda
+        return sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared
 
 
         #TO DO:
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 70d44cb7..8fa3c1f1 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -170,7 +170,8 @@ class TestQCChecks:
     input_context = context.Context({})
 
     def test_qc_checks(self):
-        sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared, Delta_lambda = AssessWavelengthSolution(self.input_context).calculate_dispersion(self.test_image,self.test_image.features['wavelength'])
+        Delta_lambda = AssessWavelengthSolution(self.input_context).calculate_delta_lambda(self.test_image,self.test_image.features['wavelength'])
+        sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared = AssessWavelengthSolution.calculate_1d_metrics(self.test_image,Delta_lambda)
         assert sigma_Dlambda >= good_sigma_Dlambda
         assert raw_chi_squared >= good_chi_squared
     
\ No newline at end of file

From ac32ffc6a4d4143b727f4e006c12c8e3340088d4 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Mon, 27 Apr 2020 13:59:56 -0700
Subject: [PATCH 116/303] Update docker-compose to reflect env var name changes
 in upstream BANZAI.

---
 docker-compose.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index 0f217e7b..10759da9 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -49,8 +49,8 @@ services:
       - nres-e2e-data
     environment:
       RETRY_DELAY: "0"
-      REDIS_HOST: "redis://redis:6379/0"
-      LAKE_URL: "http://lake-old.lco.gtn/blocks/"
+      TASK_HOST: "redis://redis:6379/0"
+      OBSERVATION_PORTAL_URL: "http://lake-old.lco.gtn/blocks/"
       NUM_OMP_THREADS: "1"
       OPENTSDB_PYTHON_METRICS_TEST_MODE: "1"
     labels:
@@ -77,11 +77,11 @@ services:
                  "--broker-url=broker"]
     environment:
       DB_ADDRESS: sqlite:////archive/engineering/test.db
-      REDIS_HOST: "redis://redis:6379/0"
+      TASK_HOST: "redis://redis:6379/0"
       FITS_EXCHANGE: fits_files
       FITS_BROKER: broker
       OPENTSDB_PYTHON_METRICS_TEST_MODE: "1"
-      LAKE_URL: "http://lake-old.lco.gtn/blocks/"
+      OBSERVATION_PORTAL_URL: "http://lake-old.lco.gtn/blocks/"
     volumes_from:
     - nres-e2e-data
     labels:

From 5dee6a23f82b8b81162ef72c0db01eb29afbbf84 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Mon, 27 Apr 2020 14:13:17 -0700
Subject: [PATCH 117/303] Bugfix to refactored QC tests

---
 banzai_nres/tests/test_wavelength.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 8fa3c1f1..7dbdecec 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -171,7 +171,7 @@ class TestQCChecks:
 
     def test_qc_checks(self):
         Delta_lambda = AssessWavelengthSolution(self.input_context).calculate_delta_lambda(self.test_image,self.test_image.features['wavelength'])
-        sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared = AssessWavelengthSolution.calculate_1d_metrics(self.test_image,Delta_lambda)
+        sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared = AssessWavelengthSolution(self.input_context).calculate_1d_metrics(self.test_image,Delta_lambda)
         assert sigma_Dlambda >= good_sigma_Dlambda
         assert raw_chi_squared >= good_chi_squared
     
\ No newline at end of file

From 906cc52966e9978061b698ff2230ee6e382831ee Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 27 Apr 2020 14:41:04 -0700
Subject: [PATCH 118/303] added catch in Identifyfeatures that only attempts
 blaze correction if image.blaze is not None. Tests run but get hung up on
 WavelengthCalibrate.

---
 banzai_nres/tests/test_e2e.py        |  7 ++++---
 banzai_nres/tests/test_wavelength.py | 13 +++++++++++++
 banzai_nres/wavelength.py            |  9 ++++++---
 3 files changed, 23 insertions(+), 6 deletions(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 6e933a62..1c8ca02d 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -139,9 +139,9 @@ def get_expected_number_of_calibrations(raw_filenames, calibration_type):
             # Group by fibers lit if we are stacking lampflats or doubles (arc frames)
             observed_fibers = []
             for raw_filename in raw_filenames_for_this_dayobs:
-                lampflat_hdu = fits.open(raw_filename)
-                observed_fibers.append(lampflat_hdu[1].header.get('OBJECTS'))
-                lampflat_hdu.close()
+                cal_hdu = fits.open(raw_filename)
+                observed_fibers.append(cal_hdu[1].header.get('OBJECTS'))
+                cal_hdu.close()
             observed_fibers = set(observed_fibers)
             number_of_stacks_that_should_have_been_created += len(observed_fibers)
         else:
@@ -195,6 +195,7 @@ def init(configdb):
         os.system(f'banzai_nres_add_line_list --filename {line_list} --db-address={os.environ["DB_ADDRESS"]} '
                   f'--instrument-id {instrument_id}')
 
+
 @pytest.mark.e2e
 @pytest.mark.master_bias
 class TestMasterBiasCreation:
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 7ee6fdb7..a1fb1c3c 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -55,6 +55,19 @@ def test_do_stage(self):
         assert np.allclose(image.features['ycentroid'], self.ycoords, atol=0.001)
         assert np.allclose(image.features['id'], 1)
 
+    @pytest.mark.integration
+    def test_do_stage_no_blaze(self):
+        input_context = context.Context({})
+        image = NRESObservationFrame([EchelleSpectralCCDData(data=self.data, uncertainty=self.err,
+                                                             meta={'OBJECTS': 'tung&tung&none'},
+                                       traces=np.ones_like(self.data, dtype=int))], 'foo.fits')
+        stage = IdentifyFeatures(input_context)
+        stage.fwhm, stage.nsigma = self.sigma, 0.5
+        image = stage.do_stage(image)
+        assert np.allclose(image.features['pixel'], self.xcoords, atol=0.001)
+        assert np.allclose(image.features['ycentroid'], self.ycoords, atol=0.001)
+        assert np.allclose(image.features['id'], 1)
+
     @pytest.mark.integration
     def test_do_stage_on_empty_features(self):
         input_context = context.Context({})
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index f2073d2c..3b42e4cf 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -177,10 +177,13 @@ def do_stage(self, image):
         # get total flux in each emission feature. For now just sum_circle, although we should use sum_ellipse.
         features['flux'], features['fluxerr'], _ = sep.sum_circle(image.data, features['xcentroid'], features['ycentroid'],
                                                                   self.fwhm, gain=1.0, err=image.uncertainty, mask=image.mask)
-        # blaze correct the emission features fluxes. This speeds up and improves overlap fitting in xwavecal.
-        features['corrected_flux'] = features['flux'] / image.blaze['blaze'][features['id'] - 1,
-                                                                             np.array(features['xcentroid'], dtype=int)]
         features['centroid_err'] = self.fwhm / np.sqrt(features['flux'])
+
+        if image.blaze is not None:
+            logger.info('Blaze correcting emission feature fluxes', image=image)
+            # blaze correct the emission features fluxes. This speeds up and improves overlap fitting in xwavecal.
+            features['corrected_flux'] = features['flux'] / image.blaze['blaze'][features['id'] - 1,
+                                                                                 np.array(features['xcentroid'], dtype=int)]
         image.features = features
         return image
 

From 4dc520f31d48419a5e9e500e115ead2f404728ad Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Tue, 28 Apr 2020 08:50:15 -0700
Subject: [PATCH 119/303] Initial pass at calculating goodness of wavelength
 fit in 2D across detector

---
 banzai_nres/qc/wavelength_solution_checker.py | 16 +++++++++++++++-
 banzai_nres/tests/test_wavelength.py          |  5 ++++-
 2 files changed, 19 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index c7b42c9a..158741ec 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -21,7 +21,11 @@ def do_stage(self,image):
         lab_lines = find_nearest(image.features['wavelength'], np.sort(line_list))
         self.calculate_delta_lambda(image,lab_lines,Delta_lambda)
         self.calculate_1d_metrics(image,Delta_lambda,sigma_Dlambda,good_sigma_Dlambda,raw_chi_squared,good_chi_squared,)
-        qc_results = {'sigma_Dlambda':sigma_Dlambda, 'good_sigma_Dlambda':good_sigma_Dlambda, 'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared, 'Delta_lambda':Delta_lambda}
+        self.calculate_2d_metrics(image,Delta_lambda,x_sigma_Dlambda, order_sigma_Dlambda)
+        qc_results = {'sigma_Dlambda':sigma_Dlambda, 'good_sigma_Dlambda':good_sigma_Dlambda, 
+                        'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared, 
+                        'Delta_lambda':Delta_lambda, 'x_sigma_Dlambda':x_sigma_Dlambda, 
+                        'order_sigma_Dlambda':order_sigma_Dlambda}
         qc.save_qc_results(self.runtime_context, qc_results, image)
 
     def calculate_delta_lambda(self,image,lab_lines):
@@ -39,6 +43,16 @@ def calculate_1d_metrics(self,image,Delta_lambda):
         good_chi_squared = np.sum((Delta_lambda[low_scatter_lines]/feature_centroid_uncertainty[low_scatter_lines])**2)/len(Delta_lambda[low_scatter_lines])
         return sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared
 
+    def calculate_2d_metrics(self,image,Delta_lambda):
+        x, order = image.features['pixel'], image.features['order']
+        bins = 20
+        bins_x, bins_order = np.histogram2d(x, order, bins=bins)
+        x_indices, order_indices = np.digitize(x, bins_x), np.digitize(order, bins_order)
+        x_sigma_Dlambda, order_sigma_Dlambda = np.ones_like(bins_x), np.ones_like(bins_order)
+        for i in range (0,len(bins_x)):
+            x_sigma_Dlambda[i], order_sigma_Dlambda[i] = np.std(Delta_lambda[x_indices == i]), np.std(Delta_lambda[order_indices == i])
+        return x_sigma_Dlambda, order_sigma_Dlambda
+
 
         #TO DO:
         #Assess if there are systematic differences in goodness of fit across detector
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 7dbdecec..a779dc24 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -73,7 +73,7 @@ def generate_image(self):
         traces = np.array([[0, 0, 0], [1, 1, 1], [1, 1, 1], [0, 0, 0], [0, 0, 0], [2, 2, 2], [3, 3, 3]])
         line_list = np.array([10, 11, 12])
         pixel_positions = np.array([1, 2, 1, 2])
-        features = Table({'pixel': pixel_positions, 'id': np.array([1, 1, 2, 3]),
+        features = Table({'pixel': pixel_positions, 'id': np.array([1, 1, 2, 3]), 'order': np.array([1, 1, 2, 3])
                           'wavelength': pixel_positions, 'centroid_err': np.ones_like(pixel_positions)})
         image = NRESObservationFrame([EchelleSpectralCCDData(data=np.zeros((2, 2)), uncertainty=np.zeros((2, 2)),
                                       meta={'OBJECTS': 'tung&tung&none'}, features=features,
@@ -174,4 +174,7 @@ def test_qc_checks(self):
         sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared = AssessWavelengthSolution(self.input_context).calculate_1d_metrics(self.test_image,Delta_lambda)
         assert sigma_Dlambda >= good_sigma_Dlambda
         assert raw_chi_squared >= good_chi_squared
+        x_sigma_Dlambda, order_sigma_Dlambda = AssessWavelengthSolution(self.input_context).calculate_2d_metrics(self.test_image,Delta_lambda)
+        assert x_sigma_Dlambda[x_sigma_Dlambda >= 0] == x_sigma_Dlambda
+        assert order_sigma_Dlambda[order_sigma_Dlambda >= 0] == order_sigma_Dlambda
     
\ No newline at end of file

From 1a03a3dc3e6d3c11e702b1ba14bdc21c7f9405b5 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Tue, 28 Apr 2020 08:56:51 -0700
Subject: [PATCH 120/303] Bugfixes to previous commit

---
 banzai_nres/qc/wavelength_solution_checker.py | 2 +-
 banzai_nres/tests/test_wavelength.py          | 6 +++---
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index 158741ec..de84bc4c 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -46,7 +46,7 @@ def calculate_1d_metrics(self,image,Delta_lambda):
     def calculate_2d_metrics(self,image,Delta_lambda):
         x, order = image.features['pixel'], image.features['order']
         bins = 20
-        bins_x, bins_order = np.histogram2d(x, order, bins=bins)
+        histogram, bins_x, bins_order = np.histogram2d(x, order, bins=bins)
         x_indices, order_indices = np.digitize(x, bins_x), np.digitize(order, bins_order)
         x_sigma_Dlambda, order_sigma_Dlambda = np.ones_like(bins_x), np.ones_like(bins_order)
         for i in range (0,len(bins_x)):
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index a779dc24..1eaf8837 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -73,7 +73,7 @@ def generate_image(self):
         traces = np.array([[0, 0, 0], [1, 1, 1], [1, 1, 1], [0, 0, 0], [0, 0, 0], [2, 2, 2], [3, 3, 3]])
         line_list = np.array([10, 11, 12])
         pixel_positions = np.array([1, 2, 1, 2])
-        features = Table({'pixel': pixel_positions, 'id': np.array([1, 1, 2, 3]), 'order': np.array([1, 1, 2, 3])
+        features = Table({'pixel': pixel_positions, 'id': np.array([1, 1, 2, 3]), 'order': np.array([1, 1, 2, 3]),
                           'wavelength': pixel_positions, 'centroid_err': np.ones_like(pixel_positions)})
         image = NRESObservationFrame([EchelleSpectralCCDData(data=np.zeros((2, 2)), uncertainty=np.zeros((2, 2)),
                                       meta={'OBJECTS': 'tung&tung&none'}, features=features,
@@ -175,6 +175,6 @@ def test_qc_checks(self):
         assert sigma_Dlambda >= good_sigma_Dlambda
         assert raw_chi_squared >= good_chi_squared
         x_sigma_Dlambda, order_sigma_Dlambda = AssessWavelengthSolution(self.input_context).calculate_2d_metrics(self.test_image,Delta_lambda)
-        assert x_sigma_Dlambda[x_sigma_Dlambda >= 0] == x_sigma_Dlambda
-        assert order_sigma_Dlambda[order_sigma_Dlambda >= 0] == order_sigma_Dlambda
+        assert np.all(x_sigma_Dlambda >= 0)
+        assert np.all(order_sigma_Dlambda >= 0)
     
\ No newline at end of file

From 3a692bed9b31832d19c7d0cd9c5b6cd6e16457a2 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Tue, 28 Apr 2020 09:01:32 -0700
Subject: [PATCH 121/303] Bugfixes to previous commit

---
 banzai_nres/qc/wavelength_solution_checker.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index de84bc4c..1a5ea370 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -49,7 +49,7 @@ def calculate_2d_metrics(self,image,Delta_lambda):
         histogram, bins_x, bins_order = np.histogram2d(x, order, bins=bins)
         x_indices, order_indices = np.digitize(x, bins_x), np.digitize(order, bins_order)
         x_sigma_Dlambda, order_sigma_Dlambda = np.ones_like(bins_x), np.ones_like(bins_order)
-        for i in range (0,len(bins_x)):
+        for i in range (0,bins):
             x_sigma_Dlambda[i], order_sigma_Dlambda[i] = np.std(Delta_lambda[x_indices == i]), np.std(Delta_lambda[order_indices == i])
         return x_sigma_Dlambda, order_sigma_Dlambda
 

From ae0fdb7fa0a0c295bb9048942f058ee249a69a88 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 28 Apr 2020 09:17:27 -0700
Subject: [PATCH 122/303] Changed test logger to add time stamps.

---
 banzai_nres/tests/test_e2e.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 3dfbad24..20101f21 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -17,7 +17,7 @@
 
 import logging
 
-logger = logging.getLogger(__name__)
+logger = logging.getLogger('banzai')
 
 TEST_PACKAGE = 'banzai_nres.tests'
 

From c54133b94afbf77a767c2a9b8acd35ff36446743 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 28 Apr 2020 10:26:31 -0700
Subject: [PATCH 123/303] Fixed order of sleep in celery join function

---
 banzai_nres/tests/test_e2e.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 20101f21..b527c442 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -46,11 +46,11 @@ def celery_join():
     celery_inspector = app.control.inspect()
     log_counter = 0
     while True:
-        queues = [celery_inspector.active(), celery_inspector.scheduled(), celery_inspector.reserved()]
         time.sleep(1)
         log_counter += 1
         if log_counter % 5 == 0:
             logger.info('Processing: ' + '. ' * (log_counter // 5))
+        queues = [celery_inspector.active(), celery_inspector.scheduled(), celery_inspector.reserved()]
         if any([queue is None or 'celery@banzai-celery-worker' not in queue for queue in queues]):
             logger.warning('No valid celery queues were detected, retrying...', extra_tags={'queues': queues})
             # Reset the celery connection

From 7929a4802484dc1c4665f7118066f5e71f3a6145 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Tue, 28 Apr 2020 13:25:03 -0700
Subject: [PATCH 124/303] Changed from calculating the standard deviation to
 mean difference in 2d test; bugfixes to make work, still some small tasks to
 do

---
 banzai_nres/qc/wavelength_solution_checker.py | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index 1a5ea370..43383179 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -46,15 +46,15 @@ def calculate_1d_metrics(self,image,Delta_lambda):
     def calculate_2d_metrics(self,image,Delta_lambda):
         x, order = image.features['pixel'], image.features['order']
         bins = 20
-        histogram, bins_x, bins_order = np.histogram2d(x, order, bins=bins)
-        x_indices, order_indices = np.digitize(x, bins_x), np.digitize(order, bins_order)
-        x_sigma_Dlambda, order_sigma_Dlambda = np.ones_like(bins_x), np.ones_like(bins_order)
+        histogramx, bins_x = np.histogram(x, bins=bins, range=([np.min(x)-1,np.max(x)+1]))
+        histogramo, bins_order = np.histogram(order, bins=bins, range=([np.min(order)-1,np.max(order)+1]))
+        x_indices, order_indices = np.digitize(x, bins_x[1:]), np.digitize(order, bins_order[1:])
+        x_sigma_Dlambda, order_sigma_Dlambda = np.zeros_like(histogramx), np.zeros_like(histogramo)
         for i in range (0,bins):
-            x_sigma_Dlambda[i], order_sigma_Dlambda[i] = np.std(Delta_lambda[x_indices == i]), np.std(Delta_lambda[order_indices == i])
+            if histogramx[i] != 0: x_sigma_Dlambda[i] = np.mean(Delta_lambda[x_indices == i])
+            if histogramo[i] != 0: order_sigma_Dlambda[i] = np.mean(Delta_lambda[order_indices == i])
         return x_sigma_Dlambda, order_sigma_Dlambda
 
 
         #TO DO:
-        #Assess if there are systematic differences in goodness of fit across detector
-        #(e.g., due to systematics in wavelength solution)
-        #wavelength residuals binned in pixel bins, or per order -- x,y directions
\ No newline at end of file
+        #Rename variables, clean up code
\ No newline at end of file

From e25fb6430614d3cbeb9d3dbae038be42e9bd02fc Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Tue, 28 Apr 2020 15:05:52 -0700
Subject: [PATCH 125/303] disabled background subtraction on arcs prior to
 feature identifying.

---
 banzai_nres/settings.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 9acbae34..a72e81f1 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -77,7 +77,7 @@
                                          'banzai_nres.flats.FlatLoader',  # load traces
                                          'banzai_nres.wavelength.ArcLoader',  # load wavelengths, ref_ids, etc...
                                          'banzai_nres.wavelength.LineListLoader',  # load reference laboratory wavelengths
-                                         'banzai_nres.background.BackgroundSubtractor',
+                                         #'banzai_nres.background.BackgroundSubtractor',
                                          'banzai_nres.wavelength.IdentifyFeatures',
                                          'banzai_nres.wavelength.WavelengthCalibrate',
                                          #'banzai_nres.qc.AssessWavelengthSolution'

From 137768860c7b690485164a79542a489c611c2a4a Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 29 Apr 2020 11:08:18 -0700
Subject: [PATCH 126/303] Allocate ephemeral storage to worker pods.

When stacking large numbers of frames, banzai-nres uses tempfiles to reduce memory usage.
However, pods were getting evicted because the size of these tempfiles were vastly overrunning the default limit.
---
 helm-chart/banzai-nres/templates/workers.yaml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/helm-chart/banzai-nres/templates/workers.yaml b/helm-chart/banzai-nres/templates/workers.yaml
index d0282db3..d29378a4 100644
--- a/helm-chart/banzai-nres/templates/workers.yaml
+++ b/helm-chart/banzai-nres/templates/workers.yaml
@@ -106,9 +106,11 @@ spec:
             requests:
               cpu: "0.3"
               memory: "1Gi"
+              ephemeral-storage: "16Gi"
             limits:
               cpu: "3"
               memory: "4Gi"
+              ephemeral-storage: "32Gi"
     {{- with .Values.nodeSelector }}
       nodeSelector:
         {{- toYaml . | nindent 8 }}

From 265705dc5af669b62d6f15e5823178f3c5b6fabc Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Wed, 29 Apr 2020 11:27:16 -0700
Subject: [PATCH 127/303] Only stack 2.5 days worth of bias frames to reduce
 resource load in kubernetes.

---
 banzai_nres/settings.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index d6738f81..06e566a9 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -78,7 +78,7 @@
 # For some extension names, we want to just have corresponding BPM or ERR extensions
 EXTENSION_NAMES_TO_CONDENSE = ['SPECTRUM']
 
-CALIBRATION_LOOKBACK = {'BIAS': 4.5, 'DARK': 4.5, 'LAMPFLAT': 0.5}
+CALIBRATION_LOOKBACK = {'BIAS': 2.5, 'DARK': 4.5, 'LAMPFLAT': 0.5}
 
 PIPELINE_VERSION = banzai_nres.__version__
 

From 3dbbeed1ef435071e32c542ffd3b3ab4703304d2 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 29 Apr 2020 12:47:50 -0700
Subject: [PATCH 128/303] tinkering with EXTname for blaze. increased nsigma
 for line detection.

---
 banzai_nres/frames.py     | 4 ++--
 banzai_nres/wavelength.py | 3 ++-
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 8b0a7e17..71a9ad65 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -218,10 +218,10 @@ def to_fits(self, context):
             hdu_list.append(to_fits_image_extension(self.weights, self.extension_name, 'WEIGHTS', context,
                                                     extension_version=self.meta.get('EXTVER')))
         if self.spectrum is not None:
-            extname = self.extension_name + '1DSPEC'
+            extname = '1DSPEC'
             hdu_list.append(fits.BinTableHDU(self.spectrum, name=extname, header=fits.Header({'EXTNAME': extname})))
         if self.blaze is not None:
-            extname = self.extension_name + 'BLAZE'
+            extname = 'BLAZE'
             hdu_list.append(fits.BinTableHDU(self.blaze, name=extname, header=fits.Header({'EXTNAME': extname})))
 
         return hdu_list
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 3b42e4cf..acecf003 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -164,7 +164,7 @@ class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
-    nsigma = 3.0  # minimum signal to noise @ peak flux for a feature to be counted.
+    nsigma = 6.0  # minimum signal to noise @ peak flux for a feature to be counted.
     fwhm = 6.0  # minimum feature size in pixels for the feature to be counted.
 
     def do_stage(self, image):
@@ -172,6 +172,7 @@ def do_stage(self, image):
         features = identify_features(image.data, image.uncertainty, image.mask, nsigma=self.nsigma, fwhm=self.fwhm)
         features = group_features_by_trace(features, image.traces)
         features = features[features['id'] != 0]  # throw out features that are outside of any trace.
+        logger.info('{0} emission features found on this image'.format(len(features)))
         if len(features) == 0:
             logger.error('No emission features found on this image!', image=image)
         # get total flux in each emission feature. For now just sum_circle, although we should use sum_ellipse.

From 6744fd268d434b892b8868f8aaf5cc8e53d4a491 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 29 Apr 2020 13:15:40 -0700
Subject: [PATCH 129/303] raised signal-to-noise threshold on emission
 features.

---
 banzai_nres/wavelength.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index acecf003..c70cc5b7 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -164,7 +164,7 @@ class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
-    nsigma = 6.0  # minimum signal to noise @ peak flux for a feature to be counted.
+    nsigma = 10.0  # minimum signal to noise @ peak flux for a feature to be counted.
     fwhm = 6.0  # minimum feature size in pixels for the feature to be counted.
 
     def do_stage(self, image):
@@ -172,7 +172,7 @@ def do_stage(self, image):
         features = identify_features(image.data, image.uncertainty, image.mask, nsigma=self.nsigma, fwhm=self.fwhm)
         features = group_features_by_trace(features, image.traces)
         features = features[features['id'] != 0]  # throw out features that are outside of any trace.
-        logger.info('{0} emission features found on this image'.format(len(features)))
+        logger.info('{0} emission features found on this image'.format(len(features)), image=image)
         if len(features) == 0:
             logger.error('No emission features found on this image!', image=image)
         # get total flux in each emission feature. For now just sum_circle, although we should use sum_ellipse.

From f33cabf99b73dcaf5301646d434176e075e50fd2 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 29 Apr 2020 13:18:45 -0700
Subject: [PATCH 130/303] Renamed some variables to make more sense

---
 banzai_nres/tests/test_wavelength.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 1eaf8837..a7f3fff4 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -174,7 +174,7 @@ def test_qc_checks(self):
         sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared = AssessWavelengthSolution(self.input_context).calculate_1d_metrics(self.test_image,Delta_lambda)
         assert sigma_Dlambda >= good_sigma_Dlambda
         assert raw_chi_squared >= good_chi_squared
-        x_sigma_Dlambda, order_sigma_Dlambda = AssessWavelengthSolution(self.input_context).calculate_2d_metrics(self.test_image,Delta_lambda)
-        assert np.all(x_sigma_Dlambda >= 0)
-        assert np.all(order_sigma_Dlambda >= 0)
+        x_diff_Dlambda, order_diff_Dlambda = AssessWavelengthSolution(self.input_context).calculate_2d_metrics(self.test_image,Delta_lambda)
+        assert np.all(x_diff_Dlambda >= 0)
+        assert np.all(order_diff_Dlambda >= 0)
     
\ No newline at end of file

From 2c3fffabf9b04dd7314783415c8c6dc7f5fb4760 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 29 Apr 2020 13:20:19 -0700
Subject: [PATCH 131/303] Partial cleanup of code

---
 banzai_nres/qc/wavelength_solution_checker.py | 17 ++++++++---------
 1 file changed, 8 insertions(+), 9 deletions(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index 43383179..07446fe1 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -21,16 +21,15 @@ def do_stage(self,image):
         lab_lines = find_nearest(image.features['wavelength'], np.sort(line_list))
         self.calculate_delta_lambda(image,lab_lines,Delta_lambda)
         self.calculate_1d_metrics(image,Delta_lambda,sigma_Dlambda,good_sigma_Dlambda,raw_chi_squared,good_chi_squared,)
-        self.calculate_2d_metrics(image,Delta_lambda,x_sigma_Dlambda, order_sigma_Dlambda)
+        self.calculate_2d_metrics(image,Delta_lambda,x_diff_Dlambda, order_diff_Dlambda)
         qc_results = {'sigma_Dlambda':sigma_Dlambda, 'good_sigma_Dlambda':good_sigma_Dlambda, 
                         'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared, 
-                        'Delta_lambda':Delta_lambda, 'x_sigma_Dlambda':x_sigma_Dlambda, 
-                        'order_sigma_Dlambda':order_sigma_Dlambda}
+                        'Delta_lambda':Delta_lambda, 'x_diff_Dlambda':x_diff_Dlambda, 
+                        'order_diff_Dlambda':order_diff_Dlambda}
         qc.save_qc_results(self.runtime_context, qc_results, image)
 
     def calculate_delta_lambda(self,image,lab_lines):
         measured_wavelengths = image.features['wavelength']
-        #actual_wavelengths = image.wcs.measured_lines['wavelength']
         Delta_lambda = measured_wavelengths - lab_lines
         return Delta_lambda
 
@@ -49,12 +48,12 @@ def calculate_2d_metrics(self,image,Delta_lambda):
         histogramx, bins_x = np.histogram(x, bins=bins, range=([np.min(x)-1,np.max(x)+1]))
         histogramo, bins_order = np.histogram(order, bins=bins, range=([np.min(order)-1,np.max(order)+1]))
         x_indices, order_indices = np.digitize(x, bins_x[1:]), np.digitize(order, bins_order[1:])
-        x_sigma_Dlambda, order_sigma_Dlambda = np.zeros_like(histogramx), np.zeros_like(histogramo)
+        x_diff_Dlambda, order_diff_Dlambda = np.zeros_like(histogramx), np.zeros_like(histogramo)
         for i in range (0,bins):
-            if histogramx[i] != 0: x_sigma_Dlambda[i] = np.mean(Delta_lambda[x_indices == i])
-            if histogramo[i] != 0: order_sigma_Dlambda[i] = np.mean(Delta_lambda[order_indices == i])
-        return x_sigma_Dlambda, order_sigma_Dlambda
+            if histogramx[i] != 0: x_diff_Dlambda[i] = np.mean(Delta_lambda[x_indices == i])
+            if histogramo[i] != 0: order_diff_Dlambda[i] = np.mean(Delta_lambda[order_indices == i])
+        return x_diff_Dlambda, order_diff_Dlambda
 
 
         #TO DO:
-        #Rename variables, clean up code
\ No newline at end of file
+        #clean up code
\ No newline at end of file

From 0f4c6a1dc4daebd6237d83d1306ef31179414de8 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 29 Apr 2020 14:01:10 -0700
Subject: [PATCH 132/303] Cleaned up code with help from Mirek, also some
 bugfixes

---
 banzai_nres/qc/wavelength_solution_checker.py | 16 ++++------------
 banzai_nres/tests/test_wavelength.py          |  4 ++--
 2 files changed, 6 insertions(+), 14 deletions(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index 07446fe1..c7488e23 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -7,6 +7,8 @@
 
 import logging
 
+from scipy.stats import binned_statistic
+
 class AssessWavelengthSolution(Stage):
     """
     Calculate the dispersion in the wavelength solution and assess whether it is photon-limited or not
@@ -45,15 +47,5 @@ def calculate_1d_metrics(self,image,Delta_lambda):
     def calculate_2d_metrics(self,image,Delta_lambda):
         x, order = image.features['pixel'], image.features['order']
         bins = 20
-        histogramx, bins_x = np.histogram(x, bins=bins, range=([np.min(x)-1,np.max(x)+1]))
-        histogramo, bins_order = np.histogram(order, bins=bins, range=([np.min(order)-1,np.max(order)+1]))
-        x_indices, order_indices = np.digitize(x, bins_x[1:]), np.digitize(order, bins_order[1:])
-        x_diff_Dlambda, order_diff_Dlambda = np.zeros_like(histogramx), np.zeros_like(histogramo)
-        for i in range (0,bins):
-            if histogramx[i] != 0: x_diff_Dlambda[i] = np.mean(Delta_lambda[x_indices == i])
-            if histogramo[i] != 0: order_diff_Dlambda[i] = np.mean(Delta_lambda[order_indices == i])
-        return x_diff_Dlambda, order_diff_Dlambda
-
-
-        #TO DO:
-        #clean up code
\ No newline at end of file
+        x_diff_Dlambda, order_diff_Dlambda = binned_statistic(x, Delta_lambda, statistic='mean', bins=bins, range=([np.min(x)-1,np.max(x)+1])), binned_statistic(order, Delta_lambda, statistic='mean', bins=bins, range=([np.min(order)-1,np.max(order)+1]))
+        return x_diff_Dlambda.statistic, order_diff_Dlambda.statistic
\ No newline at end of file
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 420830cd..604e0f50 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -188,6 +188,6 @@ def test_qc_checks(self):
         assert sigma_Dlambda >= good_sigma_Dlambda
         assert raw_chi_squared >= good_chi_squared
         x_diff_Dlambda, order_diff_Dlambda = AssessWavelengthSolution(self.input_context).calculate_2d_metrics(self.test_image,Delta_lambda)
-        assert np.all(x_diff_Dlambda >= 0)
-        assert np.all(order_diff_Dlambda >= 0)
+        assert np.any(np.isfinite(x_diff_Dlambda))
+        assert np.any(np.isfinite(order_diff_Dlambda))
     
\ No newline at end of file

From b1159dd8fb002e2f07deda346fac8f316b4c1e59 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 29 Apr 2020 14:18:29 -0700
Subject: [PATCH 133/303] Initial pass at testing
 AssessWavelengthSolution.do_stage, does not actually work yet

---
 banzai_nres/qc/wavelength_solution_checker.py | 6 +++---
 banzai_nres/tests/test_wavelength.py          | 7 +++++++
 2 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index c7488e23..375334bf 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -21,9 +21,9 @@ def __init__(self, runtime_context):
     def do_stage(self,image):
         line_list = image.line_list
         lab_lines = find_nearest(image.features['wavelength'], np.sort(line_list))
-        self.calculate_delta_lambda(image,lab_lines,Delta_lambda)
-        self.calculate_1d_metrics(image,Delta_lambda,sigma_Dlambda,good_sigma_Dlambda,raw_chi_squared,good_chi_squared,)
-        self.calculate_2d_metrics(image,Delta_lambda,x_diff_Dlambda, order_diff_Dlambda)
+        Delta_lambda = self.calculate_delta_lambda(image,lab_lines)
+        sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared = self.calculate_1d_metrics(image,Delta_lambda)
+        x_diff_Dlambda, order_diff_Dlambda = self.calculate_2d_metrics(image,Delta_lambda)
         qc_results = {'sigma_Dlambda':sigma_Dlambda, 'good_sigma_Dlambda':good_sigma_Dlambda, 
                         'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared, 
                         'Delta_lambda':Delta_lambda, 'x_diff_Dlambda':x_diff_Dlambda, 
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 604e0f50..0a1c1424 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -182,6 +182,9 @@ class TestQCChecks:
     test_image = TestWavelengthCalibrate().generate_image()
     input_context = context.Context({})
 
+    def test_qc_do_stage(self):
+        AssessWavelengthSolution(self.input_context).do_stage(self.test_image)
+
     def test_qc_checks(self):
         Delta_lambda = AssessWavelengthSolution(self.input_context).calculate_delta_lambda(self.test_image,self.test_image.features['wavelength'])
         sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared = AssessWavelengthSolution(self.input_context).calculate_1d_metrics(self.test_image,Delta_lambda)
@@ -190,4 +193,8 @@ def test_qc_checks(self):
         x_diff_Dlambda, order_diff_Dlambda = AssessWavelengthSolution(self.input_context).calculate_2d_metrics(self.test_image,Delta_lambda)
         assert np.any(np.isfinite(x_diff_Dlambda))
         assert np.any(np.isfinite(order_diff_Dlambda))
+
+    
+
+
     
\ No newline at end of file

From 95452f21553f02cad0e8012395010517e45f3c16 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 29 Apr 2020 14:23:56 -0700
Subject: [PATCH 134/303] Bugfixes, test now works

---
 banzai_nres/qc/wavelength_solution_checker.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index 375334bf..38eb7c6b 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -1,6 +1,7 @@
 import numpy as np
 
 from banzai.stages import Stage
+from banzai.utils import qc
 from banzai.calibrations import CalibrationStacker, CalibrationUser
 from banzai_nres.wavelength import LineListLoader
 from xwavecal.utils.wavelength_utils import find_nearest

From 0b7e04c9a04879905fed9b1d40fbe5035144cae6 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 30 Apr 2020 11:42:00 -0700
Subject: [PATCH 135/303] tighter parameters for wavelength solution which
 prevents the hangups, but gives a worse wavelength solution. Fixed
 .wavelength to .wavelengths

---
 banzai_nres/tests/test_e2e.py | 2 +-
 banzai_nres/wavelength.py     | 8 +++++---
 2 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index cf16ede5..1bae40d6 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -254,7 +254,7 @@ def stack_arc_frames(self, mock_lake):
         mark_frames_as_good('*a91.fits*')
         stack_calibrations('double')
 
-    def test_if_stacked_flat_frame_was_created(self):
+    def test_if_stacked_arc_frame_was_created(self):
         check_if_individual_frames_exist('*a00*')
         run_check_if_stacked_calibrations_were_created('*a00.fits*', 'double')
         run_check_if_stacked_calibrations_are_in_db('*a00.fits*', 'DOUBLE')
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index c70cc5b7..15c4fc19 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -50,7 +50,7 @@ def on_missing_master_calibration(self, image):
             super().on_missing_master_calibration(image)
 
     def apply_master_calibration(self, image: NRESObservationFrame, master_calibration_image):
-        image.wavelength = master_calibration_image.wavelength
+        image.wavelengths = master_calibration_image.wavelengths
         return image
 
 
@@ -83,7 +83,8 @@ class WavelengthCalibrate(Stage):
     We re-wavelength calibrate from scratch if the image does not have a pre-existing wavelength solution.
     We lightly recalibrate the wavelength calibration if the image has a pre-existing wavelength solution.
     """
-    M0_RANGE = (40, 60)  # range of possible values for the integer principle order number.
+    # TODO change to (40, 60) once hangups are figured out in overlap fitting.
+    M0_RANGE = (49, 53)  # range of possible values for the integer principle order number.
 
     def do_stage(self, image):
         image.features = self.init_feature_labels(image.num_traces, image.features)
@@ -164,7 +165,8 @@ class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
-    nsigma = 10.0  # minimum signal to noise @ peak flux for a feature to be counted.
+    # TODO change nsigma to 20 or 15 once hangups in overlap fitting are figured out.
+    nsigma = 50.0  # minimum signal to noise @ peak flux for a feature to be counted.
     fwhm = 6.0  # minimum feature size in pixels for the feature to be counted.
 
     def do_stage(self, image):

From b3928342c1ae80a5461bfb0cc10d46f306148a08 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 30 Apr 2020 12:28:21 -0700
Subject: [PATCH 136/303] added image info to wavelength stage logger messages.
 Added save syntax for the image.features and image.wavelength, since those
 extensions were not being saved.

---
 banzai_nres/frames.py                         | 6 ++++++
 banzai_nres/qc/wavelength_solution_checker.py | 5 +----
 banzai_nres/wavelength.py                     | 6 +++---
 3 files changed, 10 insertions(+), 7 deletions(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 71a9ad65..4d7b3ba7 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -217,12 +217,18 @@ def to_fits(self, context):
         if self.weights is not None:
             hdu_list.append(to_fits_image_extension(self.weights, self.extension_name, 'WEIGHTS', context,
                                                     extension_version=self.meta.get('EXTVER')))
+        if self.wavelengths is not None:
+            hdu_list.append(to_fits_image_extension(self.wavelengths, self.extension_name, 'WAVELENGTH', context,
+                                                    extension_version=self.meta.get('EXTVER')))
         if self.spectrum is not None:
             extname = '1DSPEC'
             hdu_list.append(fits.BinTableHDU(self.spectrum, name=extname, header=fits.Header({'EXTNAME': extname})))
         if self.blaze is not None:
             extname = 'BLAZE'
             hdu_list.append(fits.BinTableHDU(self.blaze, name=extname, header=fits.Header({'EXTNAME': extname})))
+        if self.features is not None:
+            extname = 'FEATURES'
+            hdu_list.append(fits.BinTableHDU(self.features, name=extname, header=fits.Header({'EXTNAME': extname})))
 
         return hdu_list
 
diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index 38eb7c6b..7a5a5649 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -2,14 +2,11 @@
 
 from banzai.stages import Stage
 from banzai.utils import qc
-from banzai.calibrations import CalibrationStacker, CalibrationUser
-from banzai_nres.wavelength import LineListLoader
 from xwavecal.utils.wavelength_utils import find_nearest
 
-import logging
-
 from scipy.stats import binned_statistic
 
+
 class AssessWavelengthSolution(Stage):
     """
     Calculate the dispersion in the wavelength solution and assess whether it is photon-limited or not
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 15c4fc19..44da980c 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -91,7 +91,7 @@ def do_stage(self, image):
         if image.wavelengths is None:
             image.features['wavelength'] = np.zeros_like(image.features['pixel'], dtype=float)  # init wavelengths
             for fiber in list(set(image.features['fiber'])):
-                logger.info('Blind solving for the wavelengths for fiber {0} (arbitrary label).'.format(fiber))
+                logger.info('Blind solving for the wavelengths for fiber {0} (arbitrary label).'.format(fiber), image=image)
                 this_fiber = image.features['fiber'] == fiber
                 image.features['wavelength'][this_fiber] = find_feature_wavelengths(dict(image.features[this_fiber]), image.line_list,
                                                                                     max_pixel=image.data.shape[1] - 1, min_pixel=0,
@@ -111,11 +111,11 @@ def refine_wavelengths(self, image):
         for fiber in list(set(fiber_ids)):
             this_fiber = image.features['fiber'] == fiber
             if np.all(np.isnan(image.features['wavelength'][this_fiber])) or np.all(np.isclose(image.features['wavelength'][this_fiber], 0)):
-                logger.error('No prior wavelength solution for this fiber. Will not refine wavelengths.')
+                logger.error('All zeros for image.wavelengths for fiber {0}. Will not refine wavelengths.'.format(fiber), image=image)
                 continue
 
             m0 = get_principle_order_number(np.arange(*self.M0_RANGE), image.features[this_fiber])
-            logger.info('Principle order number is {0} for fiber {1}'.format(m0, fiber))
+            logger.info('Principle order number is {0} for fiber {1}'.format(m0, fiber), image=image)
             wavelength_model = self.fit_wavelength_model(image.features[this_fiber], image.line_list, m0)
 
             # save the wavelengths of each spectral feature

From 5fe38825e1ae9332a2493bed0f8d72c9e18a630d Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Fri, 1 May 2020 11:16:50 -0700
Subject: [PATCH 137/303] updated test data set to the slim one.

---
 docker-compose.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index 10759da9..330467a7 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,7 +1,7 @@
 version: '2'
 services:
   nres-e2e-data:
-    image: docker.lco.global/nres-pipeline-e2e-data:1.0.3
+    image: docker.lco.global/nres-pipeline-e2e-data:1.0.3-slim
     container_name: nres-e2e-data
     network_mode: "bridge"
     entrypoint:

From 4f5e76d29ffcfe94ada28543885553666edc5ff1 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Fri, 1 May 2020 13:18:29 -0700
Subject: [PATCH 138/303] whitespace for travis and removed imports from
 __init__.py

---
 banzai_nres/qc/__init__.py                    | 3 ---
 banzai_nres/qc/wavelength_solution_checker.py | 2 +-
 banzai_nres/utils/wavelength_utils.py         | 2 +-
 3 files changed, 2 insertions(+), 5 deletions(-)

diff --git a/banzai_nres/qc/__init__.py b/banzai_nres/qc/__init__.py
index 44cbe712..e69de29b 100644
--- a/banzai_nres/qc/__init__.py
+++ b/banzai_nres/qc/__init__.py
@@ -1,3 +0,0 @@
-from banzai_nres.qc.wavelength_solution_checker import AssessWavelengthSolution
-
-__all__ = ['AssessWavelengthSolution']
\ No newline at end of file
diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength_solution_checker.py
index 7a5a5649..3d2478ed 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength_solution_checker.py
@@ -46,4 +46,4 @@ def calculate_2d_metrics(self,image,Delta_lambda):
         x, order = image.features['pixel'], image.features['order']
         bins = 20
         x_diff_Dlambda, order_diff_Dlambda = binned_statistic(x, Delta_lambda, statistic='mean', bins=bins, range=([np.min(x)-1,np.max(x)+1])), binned_statistic(order, Delta_lambda, statistic='mean', bins=bins, range=([np.min(order)-1,np.max(order)+1]))
-        return x_diff_Dlambda.statistic, order_diff_Dlambda.statistic
\ No newline at end of file
+        return x_diff_Dlambda.statistic, order_diff_Dlambda.statistic
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index a4fa6f5d..59e5840a 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -74,4 +74,4 @@ def get_principle_order_number(m0_values, features):
     if np.count_nonzero(np.isclose(slopes, np.min(slopes), rtol=0.01)) > 1:
         logger.warning('Two or more viable principle order numbers for this fiber! The m0 recovered from the '
                        'wavelength solution could be wrong!')
-    return m0_values[np.argmin(slopes)]
\ No newline at end of file
+    return m0_values[np.argmin(slopes)]

From 1b1610b88e7f0d7882c78253c9318b9ff52096ba Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Fri, 1 May 2020 14:59:39 -0700
Subject: [PATCH 139/303] unit tests. added return Image to qc check.

---
 ...ngth_solution_checker.py => wavelength.py} | 14 ++---
 banzai_nres/settings.py                       |  4 +-
 banzai_nres/tests/test_wavelength.py          | 55 ++++++++++++++++---
 banzai_nres/wavelength.py                     |  3 +-
 4 files changed, 58 insertions(+), 18 deletions(-)
 rename banzai_nres/qc/{wavelength_solution_checker.py => wavelength.py} (83%)

diff --git a/banzai_nres/qc/wavelength_solution_checker.py b/banzai_nres/qc/wavelength.py
similarity index 83%
rename from banzai_nres/qc/wavelength_solution_checker.py
rename to banzai_nres/qc/wavelength.py
index 3d2478ed..1dd5ec70 100644
--- a/banzai_nres/qc/wavelength_solution_checker.py
+++ b/banzai_nres/qc/wavelength.py
@@ -16,17 +16,17 @@ class AssessWavelengthSolution(Stage):
     def __init__(self, runtime_context):
         super(AssessWavelengthSolution, self).__init__(runtime_context)
     
-    def do_stage(self,image):
-        line_list = image.line_list
-        lab_lines = find_nearest(image.features['wavelength'], np.sort(line_list))
+    def do_stage(self, image):
+        lab_lines = find_nearest(image.features['wavelength'], np.sort(image.line_list))
         Delta_lambda = self.calculate_delta_lambda(image,lab_lines)
         sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared = self.calculate_1d_metrics(image,Delta_lambda)
         x_diff_Dlambda, order_diff_Dlambda = self.calculate_2d_metrics(image,Delta_lambda)
-        qc_results = {'sigma_Dlambda':sigma_Dlambda, 'good_sigma_Dlambda':good_sigma_Dlambda, 
-                        'raw_chi_squared':raw_chi_squared, 'good_chi_squared':good_chi_squared, 
-                        'Delta_lambda':Delta_lambda, 'x_diff_Dlambda':x_diff_Dlambda, 
-                        'order_diff_Dlambda':order_diff_Dlambda}
+        qc_results = {'sigma_Dlambda': sigma_Dlambda, 'good_sigma_Dlambda': good_sigma_Dlambda,
+                        'raw_chi_squared': raw_chi_squared, 'good_chi_squared': good_chi_squared,
+                        'Delta_lambda': Delta_lambda, 'x_diff_Dlambda': x_diff_Dlambda,
+                        'order_diff_Dlambda': order_diff_Dlambda}
         qc.save_qc_results(self.runtime_context, qc_results, image)
+        return image
 
     def calculate_delta_lambda(self,image,lab_lines):
         measured_wavelengths = image.features['wavelength']
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 4fa3a6cd..11fe9ad5 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -80,11 +80,11 @@
                                          #'banzai_nres.background.BackgroundSubtractor',
                                          'banzai_nres.wavelength.IdentifyFeatures',
                                          'banzai_nres.wavelength.WavelengthCalibrate',
-                                         #'banzai_nres.qc.AssessWavelengthSolution'
+                                         'banzai_nres.qc.wavelength.AssessWavelengthSolution'
                                          ]
                               }
 
-# Stack delays are expressed in seconds--namely, each is five minutes
+# Stack delays are expressed in seconds. 300 is five minutes.
 CALIBRATION_STACK_DELAYS = {'BIAS': 300,
                             'DARK': 300,
                             'LAMPFLAT': 300,
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 0a1c1424..3bea5273 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -2,9 +2,10 @@
 from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, \
     get_principle_order_number, get_center_wavelengths
 from banzai_nres.wavelength import IdentifyFeatures, WavelengthCalibrate, get_ref_ids_and_fibers
+from banzai_nres.wavelength import ArcLoader, LineListLoader, ArcStacker
 from scipy.ndimage import gaussian_filter
 from banzai_nres.frames import EchelleSpectralCCDData, NRESObservationFrame
-from banzai_nres.qc.wavelength_solution_checker import AssessWavelengthSolution
+from banzai_nres.qc.wavelength import AssessWavelengthSolution
 from banzai import context
 from astropy.table import Table
 import sep
@@ -178,12 +179,57 @@ def test_get_ref_ids_and_fibers():
     assert np.allclose(ref_id, [0, 0, 1, 1, 2, 2])
     assert np.allclose(fibers, [0, 1, 0, 1, 0, 1])
 
+
+def test_stage_caltypes():
+    assert ArcStacker(context.Context({})).calibration_type == 'DOUBLE'
+    assert LineListLoader(context.Context({})).calibration_type == 'LINELIST'
+
+
+class TestLineListLoader:
+    stage = LineListLoader(context.Context({}))
+    @mock.patch('banzai_nres.wavelength.LineListLoader.on_missing_master_calibration', return_value=None)
+    @mock.patch('banzai_nres.wavelength.LineListLoader.get_calibration_file_info', return_value=None)
+    def test_do_stage_aborts(self, fake_get_cal, fake_miss):
+        assert self.stage.do_stage('image') is None
+
+    @mock.patch('banzai_nres.wavelength.LineListLoader.get_calibration_file_info', return_value={'path': 'path/list.txt'})
+    @mock.patch('numpy.genfromtxt', return_value=np.array([[1, 1]]))
+    def test_do_stage(self, fake_load, fake_getcal):
+        image = type('image', (), {})
+        image = self.stage.do_stage(image)
+        assert np.allclose(image.line_list, [1])
+
+    def test_apply_master_calibration(self):
+        test_image = type('image', (), {})
+        assert np.allclose(self.stage.apply_master_calibration(test_image, [1, 2]).line_list, [1, 2])
+
+
+class TestArcLoader:
+    stage = ArcLoader(context.Context({}))
+
+    def test_double_on_missing_master_calibration(self):
+        test_image = type('image', (), {'obstype': 'DOUBLE'})
+        assert self.stage.on_missing_master_calibration(test_image).obstype == 'DOUBLE'
+
+    @mock.patch('banzai_nres.wavelength.CalibrationUser.on_missing_master_calibration')
+    def test_on_missing_master_calibration(self, mock_parent_miss):
+        test_image = type('image', (), {'obstype': 'ELSE'})
+        assert self.stage.on_missing_master_calibration(test_image) is None
+
+    def test_apply_master_calibration(self):
+        master_cal = type('image', (), {'wavelengths': [1, 2]})
+        test_image = type('image', (), {'wavelengths': None})
+        assert np.allclose(self.stage.apply_master_calibration(test_image, master_cal).wavelengths, [1, 2])
+        assert self.stage.calibration_type == 'DOUBLE'
+
+
 class TestQCChecks:
     test_image = TestWavelengthCalibrate().generate_image()
     input_context = context.Context({})
 
     def test_qc_do_stage(self):
-        AssessWavelengthSolution(self.input_context).do_stage(self.test_image)
+        image = AssessWavelengthSolution(self.input_context).do_stage(self.test_image)
+        assert image is not None
 
     def test_qc_checks(self):
         Delta_lambda = AssessWavelengthSolution(self.input_context).calculate_delta_lambda(self.test_image,self.test_image.features['wavelength'])
@@ -193,8 +239,3 @@ def test_qc_checks(self):
         x_diff_Dlambda, order_diff_Dlambda = AssessWavelengthSolution(self.input_context).calculate_2d_metrics(self.test_image,Delta_lambda)
         assert np.any(np.isfinite(x_diff_Dlambda))
         assert np.any(np.isfinite(order_diff_Dlambda))
-
-    
-
-
-    
\ No newline at end of file
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 44da980c..fea99dce 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -47,7 +47,7 @@ def on_missing_master_calibration(self, image):
         if image.obstype.upper() == 'DOUBLE':
             return image
         else:
-            super().on_missing_master_calibration(image)
+            super(ArcLoader, self).on_missing_master_calibration(image)
 
     def apply_master_calibration(self, image: NRESObservationFrame, master_calibration_image):
         image.wavelengths = master_calibration_image.wavelengths
@@ -55,7 +55,6 @@ def apply_master_calibration(self, image: NRESObservationFrame, master_calibrati
 
 
 class LineListLoader(CalibrationUser):
-    # TODO Work with Curtis to implement each line in the .db
     """
     Loads the reference line list for wavelength calibration
     """

From 0a5eb4e8ef8cc18fa1289bf7513724f2a83b9b56 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Sun, 3 May 2020 20:41:45 -0700
Subject: [PATCH 140/303] Added an example reduction jupyter notebook.

---
 ExampleReduction.ipynb | 470 +++++++++++++++++++++++++++++++++++++++++
 1 file changed, 470 insertions(+)
 create mode 100644 ExampleReduction.ipynb

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
new file mode 100644
index 00000000..9a64d276
--- /dev/null
+++ b/ExampleReduction.ipynb
@@ -0,0 +1,470 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "os.environ['OPENTSDB_PYTHON_METRICS_TEST_MODE'] = 'True'\n",
+    "os.environ['DB_ADDRESS'] = 'sqlite:///test.db'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import banzai\n",
+    "from banzai.logs import set_log_level\n",
+    "set_log_level('DEBUG')\n",
+    "import logging\n",
+    "logger = logging.getLogger('banzai')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "raw_data_dir = 'test_data/lsc/nres01/20180313/raw'\n",
+    "os.makedirs(raw_data_dir, exist_ok=True)\n",
+    "bpm_dir = 'test_data/lsc/nres01/bpm/'\n",
+    "os.makedirs(bpm_dir, exist_ok=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "bpm_filename = 'bpm-lsc-nres01-fl09-20180215.fits.fz'\n",
+    "test_filenames = ['lscnrs01-fl09-20180313-0001-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0002-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0003-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0004-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0005-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0006-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0007-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0008-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0009-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0010-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0011-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0012-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0013-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0014-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0015-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0016-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0017-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0018-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0019-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0020-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0021-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0022-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0023-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0042-b00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0043-b00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0044-b00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0045-b00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0046-b00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0047-d00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0048-d00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0049-d00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0028-e00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0029-e00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0030-e00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0031-e00.fits.fz']\n",
+    "\n",
+    "bpm_frame_id = '22529799'\n",
+    "test_frame_ids = ['8148793',\n",
+    "                  '8148822',\n",
+    "                  '8148805',\n",
+    "                  '8148824',\n",
+    "                  '8148826',\n",
+    "                  '8148876',\n",
+    "                  '8148898',\n",
+    "                  '8148932',\n",
+    "                  '8148960',\n",
+    "                  '8148978',\n",
+    "                  '8149024',\n",
+    "                  '8149104',\n",
+    "                  '8149068',\n",
+    "                  '8149090',\n",
+    "                  '8149128',\n",
+    "                  '8149173',\n",
+    "                  '8149217',\n",
+    "                  '8151252',\n",
+    "                  '8149314',\n",
+    "                  '8149388',\n",
+    "                  '8149469',\n",
+    "                  '8149547',\n",
+    "                  '8149570',\n",
+    "                  '8156341',\n",
+    "                  '8156360',\n",
+    "                  '8156366',\n",
+    "                  '8156376',\n",
+    "                  '8156385',\n",
+    "                  '8156433',\n",
+    "                  '8156500',\n",
+    "                  '8156560',\n",
+    "                  '8151997',\n",
+    "                  '8152050',\n",
+    "                  '8152110',\n",
+    "                  '8152153']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "# Copy the data into the correct directory\n",
+    "for test_filename, frame_id in zip(test_filenames, test_frame_ids):\n",
+    "    archive_url = f'https://archive-api.lco.global/frames/{frame_id}'\n",
+    "    frame_info = requests.get(archive_url).json()\n",
+    "    with open(os.path.join(raw_data_dir, test_filename), 'wb') as f:\n",
+    "        f.write(requests.get(frame_info['url']).content)\n",
+    "        \n",
+    "archive_url = f'https://archive-api.lco.global/frames/{bpm_frame_id}'\n",
+    "frame_info = requests.get(archive_url).json()\n",
+    "with open(os.path.join(bpm_dir, bpm_filename), 'wb') as f:\n",
+    "    f.write(requests.get(frame_info['url']).content)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cd test_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Make the database"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from banzai_nres import settings\n",
+    "settings.processed_path= os.getcwd()\n",
+    "settings.fpack=True\n",
+    "settings.db_address = os.environ['DB_ADDRESS']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import argparse\n",
+    "from banzai.context import Context\n",
+    "from banzai.main import add_settings_to_context\n",
+    "def parse_args(settings, extra_console_arguments=None, parser_description='Process LCO data.'):\n",
+    "    \"\"\"Parse arguments, including default command line argument, and set the overall log level\"\"\"\n",
+    "\n",
+    "    parser = argparse.ArgumentParser(description=parser_description)\n",
+    "\n",
+    "    parser.add_argument(\"--processed-path\", default='/archive/engineering',\n",
+    "                        help='Top level directory where the processed data will be stored')\n",
+    "    parser.add_argument(\"--log-level\", default='info', choices=['debug', 'info', 'warning',\n",
+    "                                                                'critical', 'fatal', 'error'])\n",
+    "    parser.add_argument('--post-to-archive', dest='post_to_archive', action='store_true', default=False)\n",
+    "    parser.add_argument('--no-file-cache', dest='no_file_cache', action='store_true', default=False,\n",
+    "                        help='Turn off saving files to disk')\n",
+    "    parser.add_argument('--post-to-elasticsearch', dest='post_to_elasticsearch', action='store_true',\n",
+    "                        default=False)\n",
+    "    parser.add_argument('--fpack', dest='fpack', action='store_true', default=False,\n",
+    "                        help='Fpack the output files?')\n",
+    "    parser.add_argument('--override-missing-calibrations', dest='override_missing', action='store_true', default=False,\n",
+    "                        help='Continue processing a file even if a master calibration does not exist?')\n",
+    "    parser.add_argument('--rlevel', dest='reduction_level', default=91, type=int, help='Reduction level')\n",
+    "    parser.add_argument('--db-address', dest='db_address',\n",
+    "                        default='mysql://cmccully:password@localhost/test',\n",
+    "                        help='Database address: Should be in SQLAlchemy form')\n",
+    "    parser.add_argument('--elasticsearch-url', dest='elasticsearch_url',\n",
+    "                        default='http://elasticsearch.lco.gtn:9200')\n",
+    "    parser.add_argument('--es-index', dest='elasticsearch_qc_index', default='banzai_qc',\n",
+    "                        help='ElasticSearch index to use for QC results')\n",
+    "    parser.add_argument('--es-doc-type', dest='elasticsearch_doc_type', default='qc',\n",
+    "                        help='Elasticsearch document type for QC records')\n",
+    "    parser.add_argument('--no-bpm', dest='no_bpm', default=False, action='store_true',\n",
+    "                        help='Do not use a bad pixel mask to reduce data (BPM contains all zeros)')\n",
+    "    parser.add_argument('--use-only-older-calibrations', dest='use_only_older_calibrations', default=False,\n",
+    "                        action='store_true', help='Only use calibrations that were created before the start of the block')\n",
+    "    parser.add_argument('--preview-mode', dest='preview_mode', default=False, action='store_true',\n",
+    "                        help='Save the reductions to the preview directory')\n",
+    "    parser.add_argument('--max-tries', dest='max_tries', default=5,\n",
+    "                        help='Maximum number of times to try to process a frame')\n",
+    "    parser.add_argument('--broker-url', dest='broker_url',\n",
+    "                        help='URL for the FITS broker service.')\n",
+    "\n",
+    "    if extra_console_arguments is None:\n",
+    "        extra_console_arguments = []\n",
+    "    for argument in extra_console_arguments:\n",
+    "        parser.add_argument(*argument['args'], **argument['kwargs'])\n",
+    "    args = parser.parse_args(args=[])\n",
+    "\n",
+    "    add_settings_to_context(args, settings)\n",
+    "    return Context(args)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "context = parse_args(settings)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from astropy.utils.data import get_pkg_data_filename\n",
+    "from banzai.celery import app, schedule_calibration_stacking\n",
+    "from banzai.dbs import get_session\n",
+    "import argparse\n",
+    "from banzai import dbs\n",
+    "from types import ModuleType\n",
+    "from datetime import datetime\n",
+    "from dateutil.parser import parse\n",
+    "from astropy.io import fits\n",
+    "from glob import glob\n",
+    "import logging\n",
+    "from banzai_nres.tests.test_e2e import get_instrument_ids\n",
+    "\n",
+    "logger = logging.getLogger('banzai')\n",
+    "\n",
+    "TEST_PACKAGE = 'banzai_nres.tests'\n",
+    "\n",
+    "DATA_ROOT= settings.processed_path \n",
+    "SITES = [os.path.basename(site_path) for site_path in glob(os.path.join(DATA_ROOT, '???'))]\n",
+    "INSTRUMENTS = [os.path.join(site, os.path.basename(instrument_path)) for site in SITES\n",
+    "               for instrument_path in glob(os.path.join(os.path.join(DATA_ROOT, site, '*')))]\n",
+    "\n",
+    "DAYS_OBS = [os.path.join(instrument, os.path.basename(dayobs_path)) for instrument in INSTRUMENTS\n",
+    "            for dayobs_path in glob(os.path.join(DATA_ROOT, instrument, '201*'))]\n",
+    "\n",
+    "TEST_PACKAGE = 'banzai_nres.tests'\n",
+    "CONFIGDB_FILENAME = get_pkg_data_filename('data/configdb_example.json', TEST_PACKAGE)\n",
+    "# distinct files for the line lists for each instrument because otherwise they will not be added to the database\n",
+    "# because .db entries with the same filename are marked as duplicates (see banzai.dbs.save_calibration_info()).\n",
+    "LINE_LIST_FILENAMES = [get_pkg_data_filename('data/ThAr_atlas_ESO_copy0' + str(c) + '.txt', TEST_PACKAGE) for c in [1, 2, 3, 4]]\n",
+    "if len(INSTRUMENTS) > len(LINE_LIST_FILENAMES):\n",
+    "    logger.warning(f'Found {len(LINE_LIST_FILENAMES)} line list files')\n",
+    "    logger.warning('Not enough line list txt files for all the instruments that will be added to the database!') | {\"processName\": \"MainProcess\"}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "os.system(f'banzai_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "for instrument in INSTRUMENTS:\n",
+    "    for bpm_filename in glob(os.path.join(DATA_ROOT, instrument, 'bpm/*bpm*')):\n",
+    "        logger.info(f'adding bpm {bpm_filename} to the database')\n",
+    "        os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "instrument_ids = get_instrument_ids(os.environ[\"DB_ADDRESS\"], names=['nres01', 'nres02'])\n",
+    "for instrument_id, line_list in zip(instrument_ids, LINE_LIST_FILENAMES[:len(instrument_ids)]):\n",
+    "    logger.info(f'adding line list to the database for instrument with id {str(instrument_id)}')\n",
+    "    os.system(f'banzai_nres_add_line_list --filename {line_list} --db-address={os.environ[\"DB_ADDRESS\"]} '\n",
+    "              f'--instrument-id {instrument_id}')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from banzai.utils.stage_utils import run_pipeline_stages"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "bias_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*b00*'))\n",
+    "for bias_file in bias_files: \n",
+    "    run_pipeline_stages([{'path': bias_file}], context) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from banzai import dbs\n",
+    "def mark_frames_as_good(raw_filenames): \n",
+    "    logger.info('Marking frames as good for filenames: {filenames}'.format(filenames=raw_filenames)) \n",
+    "    for day_obs in DAYS_OBS: \n",
+    "        for filename in glob(os.path.join(DATA_ROOT, day_obs, 'processed', raw_filenames)): \n",
+    "            dbs.mark_frame(os.path.basename(filename), \"good\", db_address=os.environ['DB_ADDRESS']) \n",
+    "            logger.info('Finished marking frames as good for filenames: {filenames}'.format(filenames=raw_filenames))                   "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mark_frames_as_good('*b91*')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from banzai.calibrations import make_master_calibrations"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "instrument = dbs.get_instruments_at_site('lsc', settings.db_address)[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "make_master_calibrations(instrument, 'BIAS', '2017-01-01', '2019-01-01', context) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dark_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*d00*'))\n",
+    "for dark_file in dark_files: \n",
+    "    run_pipeline_stages([{'path': dark_file}], context)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mark_frames_as_good('*d91*')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "make_master_calibrations(instrument, 'DARK', '2017-01-01', '2019-01-01', context) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "flat_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*w00*'))\n",
+    "for flat_file in flat_files: \n",
+    "    run_pipeline_stages([{'path': flat_file}], context)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# mark_frames_as_good('*w91*')\n",
+    "make_master_calibrations(instrument, 'LAMPFLAT', '2017-01-01', '2019-01-01', context) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "arc_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*a00*'))\n",
+    "for arc_file in arc_files: \n",
+    "    run_pipeline_stages([{'path': arc_file}], context)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "make_master_calibrations(instrument, 'DOUBLE', '2017-01-01', '2019-01-01', context) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "science_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*e00*'))\n",
+    "for science_file in science_files: \n",
+    "    run_pipeline_stages([{'path': science_file}], context)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}

From 70e88243dcfd8da348899d377253083cd94d1c72 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 4 May 2020 10:55:51 -0700
Subject: [PATCH 141/303] additional check for created extensions.

---
 banzai_nres/tests/test_e2e.py | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 1bae40d6..1a56d8d0 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -168,6 +168,19 @@ def run_check_if_stacked_calibrations_were_created(raw_filenames, calibration_ty
     assert len(created_stacked_calibrations) == number_of_stacks_that_should_have_been_created
 
 
+def run_check_if_stacked_calibrations_have_extensions(calibration_type, extensions_to_check):
+    created_stacked_calibrations = []
+    for day_obs in DAYS_OBS:
+        created_stacked_calibrations += glob(os.path.join(DATA_ROOT, day_obs, 'processed',
+                                                          '*' + calibration_type.lower() + '*.fits*'))
+    for cal in created_stacked_calibrations:
+        hdulist = fits.open(cal)
+        extnames = [hdulist[i].header.get('extname', None) for i in range(len(hdulist))]
+        for ext in extensions_to_check:
+            logger.info(f'checking if {ext} is in the saved extensions of {cal}')
+            assert ext in extnames
+
+
 def run_check_if_stacked_calibrations_are_in_db(raw_filenames, calibration_type):
     number_of_stacks_that_should_have_been_created = get_expected_number_of_calibrations(raw_filenames, calibration_type)
     with dbs.get_session(os.environ['DB_ADDRESS']) as db_session:
@@ -241,6 +254,7 @@ def stack_flat_frames(self, mock_lake):
     def test_if_stacked_flat_frame_was_created(self):
         check_if_individual_frames_exist('*w00*')
         run_check_if_stacked_calibrations_were_created('*w00.fits*', 'lampflat')
+        run_check_if_stacked_calibrations_have_extensions('lampflat', ['TRACES', 'PROFILE', 'BLAZE'])
         run_check_if_stacked_calibrations_are_in_db('*w00.fits*', 'LAMPFLAT')
 
 
@@ -257,6 +271,7 @@ def stack_arc_frames(self, mock_lake):
     def test_if_stacked_arc_frame_was_created(self):
         check_if_individual_frames_exist('*a00*')
         run_check_if_stacked_calibrations_were_created('*a00.fits*', 'double')
+        run_check_if_stacked_calibrations_have_extensions('double', ['WAVELENGTH', 'FEATURES'])
         run_check_if_stacked_calibrations_are_in_db('*a00.fits*', 'DOUBLE')
 
 
@@ -269,3 +284,4 @@ def process_frames(self):
 
     def test_if_science_frames_were_created(self):
         check_if_individual_frames_exist('*e00.fits*')
+        run_check_if_stacked_calibrations_have_extensions('target', ['1DSPEC'])

From 98cdaed534a022d6f2dc96ff37aff127d697cd9c Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 4 May 2020 11:20:50 -0700
Subject: [PATCH 142/303] removed faulty e2e check for science frames.

---
 banzai_nres/tests/test_e2e.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 1a56d8d0..d304df13 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -284,4 +284,3 @@ def process_frames(self):
 
     def test_if_science_frames_were_created(self):
         check_if_individual_frames_exist('*e00.fits*')
-        run_check_if_stacked_calibrations_have_extensions('target', ['1DSPEC'])

From 8386784ebe7fddfa307f2c56aa7a4b4af462f7d7 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 4 May 2020 11:28:44 -0700
Subject: [PATCH 143/303] whitespace fix.

---
 banzai_nres/wavelength.py | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index fea99dce..cefa8cdb 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -14,11 +14,7 @@
 
 logger = logging.getLogger('banzai')
 
-WAVELENGTH_SOLUTION_MODEL = {0: [0, 1, 2, 3, 4, 5],
-                             1: [0, 1, 2, 3, 4, 5],
-                             2: [0, 1, 2, 3, 4, 5],
-                             3: [0, 1, 2, 3, 4, 5],
-                             4: [0]}
+WAVELENGTH_SOLUTION_MODEL = {0: [0, 1, 2, 3, 4, 5], 1: [0, 1, 2, 3, 4, 5], 2: [0, 1, 2, 3, 4, 5], 3: [0, 1, 2, 3, 4, 5], 4: [0]}
 
 # TODO refactor xwavecal so that we dont need this. We only need to set flux_tol to 0.5
 OVERLAP_SETTINGS = {'min_num_overlaps': 5, 'overlap_linear_scale_range': (0.5, 2), 'flux_tol': 0.5, 'max_red_overlap': 1000, 'max_blue_overlap': 2000}

From 73888734069aa71774ce4c3a55bac5ff80dfb4eb Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 4 May 2020 12:55:31 -0700
Subject: [PATCH 144/303] Whitespace fix and rename wavelength.py to
 qc_wavelength.py

---
 banzai_nres/qc/{wavelength.py => qc_wavelength.py} | 10 +++++-----
 banzai_nres/tests/test_wavelength.py               |  2 +-
 banzai_nres/wavelength.py                          |  6 +++++-
 3 files changed, 11 insertions(+), 7 deletions(-)
 rename banzai_nres/qc/{wavelength.py => qc_wavelength.py} (91%)

diff --git a/banzai_nres/qc/wavelength.py b/banzai_nres/qc/qc_wavelength.py
similarity index 91%
rename from banzai_nres/qc/wavelength.py
rename to banzai_nres/qc/qc_wavelength.py
index 1dd5ec70..35f46315 100644
--- a/banzai_nres/qc/wavelength.py
+++ b/banzai_nres/qc/qc_wavelength.py
@@ -15,11 +15,11 @@ class AssessWavelengthSolution(Stage):
 
     def __init__(self, runtime_context):
         super(AssessWavelengthSolution, self).__init__(runtime_context)
-    
+
     def do_stage(self, image):
         lab_lines = find_nearest(image.features['wavelength'], np.sort(image.line_list))
         Delta_lambda = self.calculate_delta_lambda(image,lab_lines)
-        sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared = self.calculate_1d_metrics(image,Delta_lambda)
+        sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared = self.calculate_1d_metrics(image, Delta_lambda)
         x_diff_Dlambda, order_diff_Dlambda = self.calculate_2d_metrics(image,Delta_lambda)
         qc_results = {'sigma_Dlambda': sigma_Dlambda, 'good_sigma_Dlambda': good_sigma_Dlambda,
                         'raw_chi_squared': raw_chi_squared, 'good_chi_squared': good_chi_squared,
@@ -28,12 +28,12 @@ def do_stage(self, image):
         qc.save_qc_results(self.runtime_context, qc_results, image)
         return image
 
-    def calculate_delta_lambda(self,image,lab_lines):
+    def calculate_delta_lambda(self, image, lab_lines):
         measured_wavelengths = image.features['wavelength']
         Delta_lambda = measured_wavelengths - lab_lines
         return Delta_lambda
 
-    def calculate_1d_metrics(self,image,Delta_lambda):
+    def calculate_1d_metrics(self, image, Delta_lambda):
         sigma_Dlambda = np.std(Delta_lambda)
         low_scatter_lines = np.isclose(Delta_lambda,0,atol=0.1)
         good_sigma_Dlambda = np.std(Delta_lambda[low_scatter_lines])
@@ -42,7 +42,7 @@ def calculate_1d_metrics(self,image,Delta_lambda):
         good_chi_squared = np.sum((Delta_lambda[low_scatter_lines]/feature_centroid_uncertainty[low_scatter_lines])**2)/len(Delta_lambda[low_scatter_lines])
         return sigma_Dlambda, good_sigma_Dlambda, raw_chi_squared, good_chi_squared
 
-    def calculate_2d_metrics(self,image,Delta_lambda):
+    def calculate_2d_metrics(self, image, Delta_lambda):
         x, order = image.features['pixel'], image.features['order']
         bins = 20
         x_diff_Dlambda, order_diff_Dlambda = binned_statistic(x, Delta_lambda, statistic='mean', bins=bins, range=([np.min(x)-1,np.max(x)+1])), binned_statistic(order, Delta_lambda, statistic='mean', bins=bins, range=([np.min(order)-1,np.max(order)+1]))
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 3bea5273..4bafde7f 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -5,7 +5,7 @@
 from banzai_nres.wavelength import ArcLoader, LineListLoader, ArcStacker
 from scipy.ndimage import gaussian_filter
 from banzai_nres.frames import EchelleSpectralCCDData, NRESObservationFrame
-from banzai_nres.qc.wavelength import AssessWavelengthSolution
+from banzai_nres.qc.qc_wavelength import AssessWavelengthSolution
 from banzai import context
 from astropy.table import Table
 import sep
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index cefa8cdb..fea99dce 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -14,7 +14,11 @@
 
 logger = logging.getLogger('banzai')
 
-WAVELENGTH_SOLUTION_MODEL = {0: [0, 1, 2, 3, 4, 5], 1: [0, 1, 2, 3, 4, 5], 2: [0, 1, 2, 3, 4, 5], 3: [0, 1, 2, 3, 4, 5], 4: [0]}
+WAVELENGTH_SOLUTION_MODEL = {0: [0, 1, 2, 3, 4, 5],
+                             1: [0, 1, 2, 3, 4, 5],
+                             2: [0, 1, 2, 3, 4, 5],
+                             3: [0, 1, 2, 3, 4, 5],
+                             4: [0]}
 
 # TODO refactor xwavecal so that we dont need this. We only need to set flux_tol to 0.5
 OVERLAP_SETTINGS = {'min_num_overlaps': 5, 'overlap_linear_scale_range': (0.5, 2), 'flux_tol': 0.5, 'max_red_overlap': 1000, 'max_blue_overlap': 2000}

From 7781b06e5d7e1c2a2185bf9c3b110f6e08f5d137 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 4 May 2020 16:54:51 -0700
Subject: [PATCH 145/303] forgot to rename qc.wavelength to qc.qc_wavelength

---
 banzai_nres/settings.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 11fe9ad5..f9300060 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -80,7 +80,7 @@
                                          #'banzai_nres.background.BackgroundSubtractor',
                                          'banzai_nres.wavelength.IdentifyFeatures',
                                          'banzai_nres.wavelength.WavelengthCalibrate',
-                                         'banzai_nres.qc.wavelength.AssessWavelengthSolution'
+                                         'banzai_nres.qc.qc_wavelength.AssessWavelengthSolution'
                                          ]
                               }
 

From 7e1249272ac7f8b22dfcc65f4b897c3eb598ac82 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Tue, 5 May 2020 14:30:15 -0700
Subject: [PATCH 146/303] modified the ExampleReduction ipynb to work on a
 fresh machine.

---
 ExampleReduction.ipynb | 1941 +++++++++++++++++++++++++++++++++++++++-
 1 file changed, 1910 insertions(+), 31 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 9a64d276..ead820ee 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -1,5 +1,26 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'/home/gmbrandt/Documents/banzai-nres'"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Be in banzai-nres root folder before starting to run this ipynb.\n",
+    "banzai_nres_path = os.getcwd()"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 1,
@@ -26,10 +47,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
+    "# make directories for the test dataset.\n",
     "raw_data_dir = 'test_data/lsc/nres01/20180313/raw'\n",
     "os.makedirs(raw_data_dir, exist_ok=True)\n",
     "bpm_dir = 'test_data/lsc/nres01/bpm/'\n",
@@ -38,10 +60,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
+    "# choose which files we will download for our test dataset.\n",
     "bpm_filename = 'bpm-lsc-nres01-fl09-20180215.fits.fz'\n",
     "test_filenames = ['lscnrs01-fl09-20180313-0001-w00.fits.fz',\n",
     "                  'lscnrs01-fl09-20180313-0002-w00.fits.fz',\n",
@@ -119,7 +142,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -139,7 +162,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -155,7 +178,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -167,9 +190,1854 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:08:06.214     INFO: <ipython-input-18-1a12f40bbf67>: adding bpm /home/gmbrandt/Documents/banzai-nres/test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:08:07.964     INFO: <ipython-input-18-1a12f40bbf67>: adding line list to the database for instrument with id 1 | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:08:09.270     INFO: <ipython-input-18-1a12f40bbf67>: adding line list to the database for instrument with id 2 | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:10:03.305     INFO:             log: /home/gmbrandt/Documents/banzai-nres/test_data | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:10:05.695     INFO:             log: /home/gmbrandt/Documents/banzai-nres/test_data | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:10:29.785     INFO:             log: /home/gmbrandt/Documents/banzai-nres | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:10:55.881     INFO:             log: /home/gmbrandt/Documents/banzai-nres/test_data | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:12:58.659     INFO: <ipython-input-29-1a12f40bbf67>: adding bpm /home/gmbrandt/Documents/banzai-nres/test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:13:00.165     INFO: <ipython-input-29-1a12f40bbf67>: adding line list to the database for instrument with id 1 | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:13:01.559     INFO: <ipython-input-29-1a12f40bbf67>: adding line list to the database for instrument with id 2 | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:16.528     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:16.723     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:16.767     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:16.790     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:16.791     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:16.810     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:16.811     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:16.953     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:17.492     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:17.498    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:19.450     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:19.641     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:19.689     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:19.713     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:19.714     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:19.734     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:19.735     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:19.880     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:20.422     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:20.428    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:22.475     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:22.671     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:14:22.708     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:22.728     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:22.729     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:22.749     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:22.750     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:22.892     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:23.439     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:23.446    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:25.371     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:25.559     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:25.597     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:25.615     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:25.616     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:25.634     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:25.635     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:25.767     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:26.273     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:26.279    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:28.273     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:28.463     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:28.502     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:28.521     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:28.522     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:28.539     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:28.541     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:28.674     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:29.156     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:29.162    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:14:35.788     INFO: <ipython-input-32-e68cf2a25e5e>: Marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:35.804     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:35.813     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:35.823     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:35.835     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:35.849     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:39.509     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"BIAS\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:42.061     INFO:          stages: Running banzai.stages.BiasMaker | {\"filename\": \"lscnrs01-fl09-20180313-0045-b91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:44.970     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"calibration_type\": \"BIAS\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:14:47.455     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:20.554     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:20.733     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:20.772     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:20.794     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:20.795     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:20.812     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:20.814     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:20.948     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:21.621     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:21.738     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:21.755     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:21.756     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:21.763    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:24.413     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:24.622     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:24.660     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:24.679     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:24.680     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:24.698     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:24.699     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:24.832     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:15:25.553     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:25.679     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:25.697     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:25.699     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:25.705    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:28.534     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:28.723     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:28.762     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:28.781     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:28.783     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:28.801     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:28.802     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:28.944     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:29.630     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:29.749     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:29.767     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:29.768     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:29.774    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:40.701     INFO: <ipython-input-32-e68cf2a25e5e>: Marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:40.713     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:40.723     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:40.733     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:41.597     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DARK\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:43.663     INFO:          stages: Running banzai.stages.DarkMaker | {\"filename\": \"lscnrs01-fl09-20180313-0049-d91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:45.792     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"calibration_type\": \"DARK\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:48.330     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:53.333     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:53.517     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:53.553     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:53.571     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:15:53.572     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:53.590     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:53.591     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:53.733     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:54.422     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:54.557     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:55.296     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:58.276     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:58.483     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:58.528     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:58.546     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:58.547     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:58.566     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:58.567     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:58.704     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:59.389     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:15:59.504     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:00.175     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:03.197     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:03.387     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:03.426     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:03.446     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:03.447     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:03.465     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:03.465     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:03.597     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:04.272     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:16:04.389     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:05.062     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:07.919     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:08.103     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:08.142     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:08.163     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:08.164     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:08.182     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:08.183     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:08.315     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:08.995     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:09.113     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:09.822     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:12.783     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:12.970     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:13.010     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:13.028     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:13.029     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:13.046     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:13.047     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:13.181     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:13.870     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:13.995     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:14.674     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:17.569     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:17.772     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:16:17.813     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:17.831     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:17.832     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:17.851     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:17.851     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:17.987     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:18.670     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:18.788     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:19.467     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:22.357     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:22.547     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:22.585     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:22.602     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:22.604     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:22.622     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:22.623     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:22.762     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:23.452     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:23.576     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:24.273     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:27.173     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:27.365     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:27.407     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:27.427     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:27.428     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:27.447     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:27.448     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:16:27.590     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:28.278     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:28.406     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:29.098     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:32.154     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:32.341     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:32.382     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:32.404     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:32.404     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:32.425     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:32.426     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:32.580     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:33.321     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:33.441     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:34.166     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:37.190     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:37.377     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:37.418     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:37.436     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:37.437     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:37.455     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:37.456     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:37.604     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:38.307     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:38.433     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:39.143     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:16:42.097     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:42.293     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:42.335     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:42.355     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:42.356     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:42.375     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:42.376     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:42.530     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:43.214     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:43.332     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:44.011     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:46.972     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:47.156     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:47.195     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:47.212     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:47.213     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:47.232     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:47.233     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:47.379     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:48.055     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:48.174     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:48.854     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:51.781     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:51.968     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:52.008     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:52.026     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:16:52.027     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:52.044     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:52.045     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:52.187     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:52.866     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:52.992     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:53.674     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:56.548     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:56.734     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:56.773     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:56.791     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:56.792     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:56.811     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:56.811     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:56.949     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:57.637     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:57.757     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:16:58.445     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:01.344     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:01.537     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:01.579     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:01.598     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:01.599     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:01.618     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:01.619     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:01.759     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:02.455     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:17:02.576     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:03.267     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:05.823     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"LAMPFLAT\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:17.895     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0005-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:20.787     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:20.790     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0018-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:25.296     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:25.566     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:25.573     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:26.004     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:28.980     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:29.248     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:29.514     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:29.777     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:30.043     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:30.308     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:30.569     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:30.834     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:31.093     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:31.362     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:31.629     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:31.890     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:32.153     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:32.415     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:32.675     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:32.945     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:33.209     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:17:33.472     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:33.733     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:33.996     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:34.256     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:34.519     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:34.779     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:35.042     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:35.307     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:35.571     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:35.831     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:36.093     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:36.356     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:36.616     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:36.876     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:37.137     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:37.400     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:37.660     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:37.919     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:38.181     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:38.442     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:38.704     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:38.966     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:39.226     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:39.485     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:39.747     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:40.006     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:40.268     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:17:40.531     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:40.793     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:41.070     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:41.335     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:41.597     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:41.861     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:42.124     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:42.386     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:42.648     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:42.909     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:43.173     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:43.436     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:43.697     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:43.958     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:44.219     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:44.480     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:44.743     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:45.006     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:45.267     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:45.531     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:45.794     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:46.052     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:46.315     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:46.577     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:46.841     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:47.103     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:47.362     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:17:47.624     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:47.886     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:48.149     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:48.410     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:48.671     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:48.933     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:49.197     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:49.459     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:49.718     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:50.001     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:50.280     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:50.542     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:50.804     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:51.066     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:51.325     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:51.588     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:51.848     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:52.106     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:52.366     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:52.622     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:52.881     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:53.142     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:53.399     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:53.659     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:53.916     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:54.178     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:54.439     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:17:54.699     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:54.959     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:55.217     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:55.514     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:55.777     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:56.045     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:56.306     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:56.566     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:56.828     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:57.085     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:57.348     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:57.607     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:57.868     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:58.128     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:58.389     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:58.648     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:58.909     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:59.168     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:59.430     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:59.689     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:17:59.949     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:00.210     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:00.472     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:00.738     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:00.999     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:01.261     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:01.524     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:18:01.783     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:02.043     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:02.304     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:02.564     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:02.828     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:03.088     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:03.348     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:03.608     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:03.866     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:04.124     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:04.381     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:04.640     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:04.826     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:07.861     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:08.121     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:08.382     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:08.641     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:08.902     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:09.164     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:09.422     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:09.682     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:09.943     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:10.199     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:10.458     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:10.718     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:10.978     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:11.238     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:18:11.499     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:11.757     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:12.013     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:12.271     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:12.529     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:12.786     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:13.045     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:13.302     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:13.560     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:13.816     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:14.074     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:14.328     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:14.586     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:14.843     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:15.097     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:15.355     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:15.627     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:15.892     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:16.150     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:16.411     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:16.671     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:16.935     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:17.196     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:17.457     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:17.716     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:17.977     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:18.241     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:18:18.503     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:18.765     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:19.029     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:19.290     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:19.559     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:19.829     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:20.092     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:20.356     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:20.618     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:20.888     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:21.157     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:21.430     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:21.693     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:21.952     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:22.216     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:22.478     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:22.739     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:23.001     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:23.262     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:23.525     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:23.789     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:24.057     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:24.326     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:24.588     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:24.848     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:25.109     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:25.371     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:18:25.633     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:25.891     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:26.150     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:26.412     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:26.672     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:26.934     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:27.217     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:27.484     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:27.749     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:28.015     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:28.277     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:28.541     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:28.808     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:29.087     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:29.412     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:29.702     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:29.993     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:30.266     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:30.535     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:30.798     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:31.064     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:31.339     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:31.607     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:31.872     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:32.136     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:32.398     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:32.659     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:18:32.921     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:33.187     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:33.449     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:33.708     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:33.969     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:34.230     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:34.491     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:34.752     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:35.014     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:35.273     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:35.534     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:35.796     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:36.055     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:36.314     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:36.576     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:36.835     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:37.099     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:37.357     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:37.614     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:37.872     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:38.133     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:38.393     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:38.650     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:38.907     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:39.167     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:39.424     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:39.681     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:18:39.941     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:40.198     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:40.458     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:40.716     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:40.975     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:41.230     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:41.487     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:41.743     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:41.998     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:42.257     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:42.514     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:42.770     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:43.025     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:43.279     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:43.533     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:43.786     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:43.968     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:44.288     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:44.589     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:44.826     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:45.152     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:45.481     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:45.809     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:46.148     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:46.478     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:46.825     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:47.156     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:18:47.506     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:47.838     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:48.166     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:48.502     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:48.832     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:49.158     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:49.488     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:49.810     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:50.141     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:50.467     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:50.824     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:51.155     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:51.498     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:51.869     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:52.231     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:52.560     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:52.903     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:53.252     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:53.598     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:53.927     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:54.255     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:54.579     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:54.919     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:55.254     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:55.587     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:55.912     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:56.242     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:18:56.570     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:56.898     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:57.226     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:57.569     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:57.940     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:58.286     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:58.612     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:58.938     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:59.267     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:59.613     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:18:59.951     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:00.294     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:00.629     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:00.954     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:01.295     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:01.628     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:01.958     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:02.288     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:02.619     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:02.946     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:03.287     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:03.626     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:03.958     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:04.296     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:04.627     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:04.957     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:05.292     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:19:05.625     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:05.959     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:06.291     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:06.629     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:06.964     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:07.297     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:07.627     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:07.962     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:08.297     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:08.628     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:08.958     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:09.293     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:09.634     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:09.971     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:10.312     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:10.648     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:10.981     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:11.318     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:16.967     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:17.149     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:17.187     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:17.204     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:17.205     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:17.223     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:17.224     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:17.364     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:18.044     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:19:18.161     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:18.853     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:22.010     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:22.204     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:22.243     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:22.262     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:22.263     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:22.281     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:22.282     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:22.419     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:23.100     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:23.217     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:23.896     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:26.837     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:27.028     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:27.067     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:27.087     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:27.088     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:27.107     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:27.108     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:27.246     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:27.934     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:28.055     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:28.756     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:31.768     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:31.965     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:19:32.003     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:32.023     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:32.024     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:32.042     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:32.043     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:32.182     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:32.876     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:32.994     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:33.690     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:36.658     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:36.846     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:36.884     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:36.902     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:36.903     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:36.920     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:36.921     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:37.057     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:37.728     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:37.844     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:38.522     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:41.469     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:41.656     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:41.694     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:41.712     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:41.713     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:41.731     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:41.731     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:19:41.870     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:42.538     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:42.655     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:43.335     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:46.334     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:46.518     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:46.556     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:46.573     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:46.574     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:46.592     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:46.593     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:46.729     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:47.396     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:47.513     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:48.181     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:51.230     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:51.419     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:51.457     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:51.474     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:51.475     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:51.493     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:51.494     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:51.630     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:52.305     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:52.421     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:53.101     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:19:56.068     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:56.253     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:56.294     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:56.312     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:56.313     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:56.331     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:56.332     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:56.468     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:57.141     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:57.258     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:19:57.938     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:00.878     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:01.063     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:01.101     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:01.119     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:01.121     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:01.139     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:01.140     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:01.277     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:01.944     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:02.063     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:02.744     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:05.723     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:05.907     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:05.945     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:05.965     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:20:05.966     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:05.984     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:05.984     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:06.119     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:06.802     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:06.919     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:07.591     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:10.579     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:10.765     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:10.804     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:10.822     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:10.824     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:10.841     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:10.843     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:10.977     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:11.648     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:11.766     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:12.440     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:15.373     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:15.555     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:15.595     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:15.615     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:15.616     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:15.635     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:15.636     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:15.772     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:16.438     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:20:16.554     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:17.224     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:20.144     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:20.326     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:20.366     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:20.384     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:20.385     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:20.403     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:20.404     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:20.540     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:21.211     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:21.335     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:21.999     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:24.990     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:25.183     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:25.224     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:25.242     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:25.243     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:25.260     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:25.261     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:25.397     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:26.102     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:26.220     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:26.924     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:38.763     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"LAMPFLAT\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:50.799     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0005-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:53.845     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:20:53.849     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0018-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:58.521     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:58.803     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:58.810     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:20:58.816     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:01.817     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:02.082     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:02.343     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:02.605     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:02.861     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:03.123     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:03.390     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:03.659     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:03.925     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:04.190     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:04.450     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:04.711     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:04.971     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:05.232     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:05.493     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:05.758     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:06.024     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:06.286     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:06.554     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:06.813     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:07.074     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:07.341     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:21:07.604     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:07.866     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:08.125     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:08.386     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:08.654     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:08.921     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:09.194     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:09.464     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:09.733     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:09.997     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:10.271     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:10.535     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:10.795     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:11.055     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:11.318     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:11.584     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:11.848     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:12.111     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:12.374     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:12.638     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:12.896     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:13.153     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:13.413     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:13.675     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:13.933     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:14.199     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:14.466     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:21:14.729     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:14.992     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:15.255     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:15.514     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:15.773     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:16.038     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:16.300     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:16.557     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:16.811     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:17.067     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:17.324     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:17.582     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:17.838     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:18.096     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:18.358     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:18.618     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:18.883     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:19.161     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:19.429     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:19.696     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:19.958     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:20.233     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:20.532     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:20.832     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:21.112     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:21.381     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:21.642     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:21:21.904     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:22.163     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:22.427     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:22.686     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:22.953     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:23.219     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:23.483     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:23.745     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:24.024     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:24.308     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:24.606     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:24.887     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:25.155     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:25.431     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:25.698     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:25.955     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:26.209     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:26.468     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:26.723     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:26.982     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:27.240     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:27.499     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:27.766     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:28.024     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:28.287     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:28.554     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:28.815     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:21:29.095     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:29.357     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:29.633     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:29.895     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:30.158     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:30.452     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:30.715     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:30.979     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:31.248     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:31.516     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:31.784     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:32.041     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:32.300     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:32.560     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:32.819     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:33.074     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:33.331     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:33.585     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:33.838     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:34.092     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:34.351     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:34.608     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:34.863     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:35.120     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:35.378     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:35.637     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:35.894     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:21:36.149     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:36.405     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:36.659     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:36.913     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:37.172     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:37.429     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:37.685     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:37.872     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:40.744     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:41.002     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:41.262     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:41.523     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:41.779     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:42.038     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:42.296     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:42.555     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:42.813     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:43.074     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:43.333     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:43.592     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:43.852     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:44.110     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:44.367     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:44.625     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:44.885     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:45.143     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:45.403     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:21:45.662     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:45.920     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:46.178     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:46.439     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:46.696     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:46.954     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:47.211     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:47.471     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:47.730     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:47.986     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:48.243     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:48.502     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:48.761     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:49.018     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:49.276     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:49.537     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:49.795     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:50.055     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:50.316     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:50.573     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:50.833     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:51.091     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:51.348     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:51.605     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:51.864     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:52.122     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:52.379     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:21:52.637     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:52.894     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:53.155     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:53.414     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:53.675     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:53.932     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:54.190     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:54.449     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:54.706     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:54.976     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:55.237     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:55.496     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:55.756     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:56.017     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:56.274     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:56.533     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:56.790     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:57.047     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:57.304     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:57.559     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:57.815     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:58.074     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:58.333     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:58.589     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:58.848     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:59.107     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:59.365     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:21:59.625     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:21:59.885     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:00.143     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:00.404     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:00.683     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:00.949     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:01.208     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:01.468     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:01.726     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:01.983     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:02.239     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:02.498     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:02.759     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:03.019     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:03.279     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:03.538     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:03.795     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:04.053     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:04.309     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:04.567     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:04.828     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:05.089     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:05.349     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:05.609     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:05.867     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:06.122     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:06.381     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:22:06.639     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:06.900     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:07.155     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:07.412     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:07.670     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:07.928     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:08.182     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:08.440     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:08.698     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:08.956     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:09.214     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:09.472     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:09.731     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:09.988     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:10.247     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:10.509     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:10.765     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:11.030     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:11.291     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:11.564     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:11.827     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:12.087     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:12.347     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:12.615     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:12.882     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:13.151     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:13.423     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:22:13.685     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:13.950     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:14.213     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:14.469     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:14.733     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:14.996     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:15.257     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:15.520     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:15.781     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:16.041     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:16.300     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:16.489     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:16.797     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:17.106     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:17.345     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:17.672     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:18.006     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:18.341     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:18.676     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:19.010     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:19.349     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:19.688     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:20.021     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:20.350     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:20.684     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:21.015     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:21.353     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:22:21.692     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:22.031     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:22.364     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:22.700     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:23.037     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:23.365     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:23.693     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:24.020     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:24.353     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:24.692     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:25.023     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:25.352     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:25.677     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:26.004     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:26.329     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:26.659     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:26.988     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:27.317     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:27.650     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:27.984     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:28.321     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:28.654     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:28.984     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:29.315     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:29.654     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:29.987     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:30.328     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:22:30.670     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:31.007     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:31.337     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:31.690     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:32.030     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:32.370     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:32.703     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:33.039     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:33.368     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:33.705     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:34.064     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:34.406     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:34.754     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:35.108     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:35.458     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:35.828     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:36.188     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:36.528     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:36.908     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:37.304     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:37.680     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:38.025     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:38.361     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:38.717     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:39.072     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:39.423     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:39.754     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:22:40.082     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:40.421     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:40.810     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:41.156     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:41.489     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:41.831     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:42.182     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:42.532     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:42.866     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:43.196     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:43.531     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:43.861     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:44.193     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:44.524     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:44.858     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:45.196     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:45.544     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:45.888     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:46.283     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:46.755     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:47.144     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:47.568     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:47.957     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:48.305     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:48.637     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:48.968     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:49.326     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:22:49.670     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:50.003     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:50.358     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:50.738     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:51.088     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:51.437     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:51.772     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:52.121     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:52.488     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:52.836     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:53.185     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:53.530     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:53.863     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:54.201     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:54.538     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:54.865     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:55.194     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:55.526     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:55.854     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:56.189     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:56.519     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:56.850     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:57.179     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:57.508     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:57.836     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:58.168     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:58.503     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:22:58.829     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:59.158     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:59.487     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:22:59.810     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:00.138     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:00.467     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:00.808     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:01.142     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:01.476     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:01.803     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:02.127     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:02.455     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:02.789     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:03.121     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:03.444     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:03.765     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:03.949     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:04.190     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:04.523     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:04.860     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:05.193     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:05.534     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:05.870     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:06.201     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:06.540     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:06.876     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:07.208     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:23:07.545     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:07.879     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:08.208     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:08.542     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:08.871     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:09.201     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:09.529     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:09.857     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:10.184     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:10.512     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:10.839     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:11.169     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:11.500     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:11.829     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:12.155     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:12.485     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:12.813     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:13.141     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:13.470     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:13.799     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:14.127     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:14.455     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:14.783     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:15.112     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:15.440     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:15.773     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:16.106     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:23:16.435     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:16.763     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:17.092     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:17.421     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:17.748     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:18.085     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:18.417     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:18.745     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:19.074     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:19.402     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:19.731     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:20.060     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:20.390     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:20.721     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:21.051     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:21.386     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:21.728     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:22.065     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:22.408     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:22.736     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:23.079     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:23.427     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:23.768     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:24.100     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:24.438     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:24.775     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:25.116     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:23:25.458     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:25.800     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:26.149     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:26.492     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:26.832     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:27.175     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:27.510     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:27.851     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:28.190     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:28.534     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:28.873     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:29.218     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:29.565     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:29.915     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:30.258     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:30.587     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:30.915     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:31.257     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:31.603     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:31.940     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:32.279     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:32.617     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:32.962     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:33.299     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:33.635     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:33.975     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:34.321     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:23:34.654     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:34.979     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:35.304     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:35.640     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:35.974     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:36.306     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:36.632     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:36.969     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:37.304     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:37.645     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:37.989     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:38.328     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:38.663     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:38.999     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:39.338     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:39.684     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:40.020     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:40.375     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:40.711     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:41.051     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:41.384     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:41.716     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:42.055     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:42.391     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:42.728     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:43.062     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:43.393     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:23:43.725     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:44.060     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:44.385     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:44.714     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:45.037     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:45.368     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:45.696     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:46.020     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:46.353     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:46.677     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:47.006     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:47.336     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:47.665     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:47.991     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:48.320     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:48.652     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:48.985     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:49.329     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:49.662     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:49.988     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:50.174     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:23:57.404     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:12.919     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:23.813     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:24.001     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:24.044     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:24.061     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:24:24.062     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:24.080     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:24.081     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:24.228     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:24.903     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:25.026     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:25.719     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:28.755     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:28.945     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:28.988     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:29.009     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:29.009     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:29.027     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:29.028     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:29.175     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:29.864     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:29.989     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:30.687     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:33.687     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:33.875     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:33.917     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:33.935     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:33.936     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:33.953     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:33.954     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:34.098     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:34.777     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:24:34.900     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:35.593     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:38.571     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:38.755     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:38.795     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:38.813     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:38.814     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:38.836     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:38.838     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:38.981     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:39.661     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:39.785     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:40.457     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:43.441     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:43.630     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:43.671     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:43.691     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:43.692     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:43.710     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:43.711     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:43.856     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:44.551     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:44.673     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:45.361     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:48.281     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:48.474     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:24:48.517     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:48.536     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:48.537     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:48.557     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:48.558     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:48.697     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:49.362     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:49.481     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:50.154     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:53.085     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:53.266     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:53.307     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:53.324     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:53.325     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:53.343     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:53.344     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:53.479     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:54.141     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:54.260     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:54.936     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:57.933     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:58.118     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:58.157     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:58.174     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:58.175     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:58.193     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:58.194     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:24:58.332     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:59.003     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:59.121     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:24:59.801     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:04.309     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:10.350     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:12.537     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:12.540     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:15.248     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:15.444     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:16.780     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:16.904     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:18.200     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:18.321     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:18.327     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:18.333     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:18.347     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_copy01.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:18.348     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:18.361     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_copy01.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:18.362     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:21.523     INFO:      wavelength: 3258 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:21.543     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:21.546     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:23.943     INFO:      wavelength: 1815 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:23.955     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:25:23.956     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-05 14:25:23.971     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:27:22.915     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:27:46.609     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:27:55.099     INFO:      wavelength: Principle order number is 52 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:03.318     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:03.334     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:20.898     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:21.318     INFO:             log: Less than 5 overlaps verified as good,setting wavelength solution to None. fiber=1 | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:21.319     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:21.320     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:21.321     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:21.321     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:21.322     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:21.428     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:29.825    ERROR:      wavelength: All zeros for image.wavelengths for fiber 1.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:29.829     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:29.833     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:28:39.693     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n"
+     ]
+    }
+   ],
    "source": [
     "import argparse\n",
     "from banzai.context import Context\n",
@@ -225,16 +2093,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
+    "# set up the context object.\n",
     "context = parse_args(settings)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -249,7 +2118,7 @@
     "from astropy.io import fits\n",
     "from glob import glob\n",
     "import logging\n",
-    "from banzai_nres.tests.test_e2e import get_instrument_ids\n",
+    "#from banzai_nres.tests.test_e2e import get_instrument_ids\n",
     "\n",
     "logger = logging.getLogger('banzai')\n",
     "\n",
@@ -263,11 +2132,11 @@
     "DAYS_OBS = [os.path.join(instrument, os.path.basename(dayobs_path)) for instrument in INSTRUMENTS\n",
     "            for dayobs_path in glob(os.path.join(DATA_ROOT, instrument, '201*'))]\n",
     "\n",
-    "TEST_PACKAGE = 'banzai_nres.tests'\n",
-    "CONFIGDB_FILENAME = get_pkg_data_filename('data/configdb_example.json', TEST_PACKAGE)\n",
+    "CONFIGDB_FILENAME = os.path.join(banzai_nres_path, 'banzai_nres/tests/data/data/configdb_example.json')\n",
     "# distinct files for the line lists for each instrument because otherwise they will not be added to the database\n",
     "# because .db entries with the same filename are marked as duplicates (see banzai.dbs.save_calibration_info()).\n",
-    "LINE_LIST_FILENAMES = [get_pkg_data_filename('data/ThAr_atlas_ESO_copy0' + str(c) + '.txt', TEST_PACKAGE) for c in [1, 2, 3, 4]]\n",
+    "LINE_LIST_FILENAMES = [os.path.join(banzai_nres_path, \n",
+    "                                    'banzai_nres/tests/data/ThAr_atlas_ESO_copy0' + str(c) + '.txt') for c in [1, 2, 3, 4]]\n",
     "if len(INSTRUMENTS) > len(LINE_LIST_FILENAMES):\n",
     "    logger.warning(f'Found {len(LINE_LIST_FILENAMES)} line list files')\n",
     "    logger.warning('Not enough line list txt files for all the instruments that will be added to the database!') | {\"processName\": \"MainProcess\"}"
@@ -275,10 +2144,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [],
    "source": [
+    "from banzai import dbs\n",
+    "\n",
+    "def get_instrument_ids(db_address, names):\n",
+    "    with get_session(db_address) as db_session:\n",
+    "        instruments = []\n",
+    "        for name in names:\n",
+    "            criteria = dbs.Instrument.name == name\n",
+    "            instruments.extend(db_session.query(dbs.Instrument).filter(criteria).all())\n",
+    "    return [instrument.id for instrument in instruments]\n",
+    "\n",
+    "\n",
     "os.system(f'banzai_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
@@ -295,7 +2175,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -304,7 +2184,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -315,7 +2195,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -330,7 +2210,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -339,7 +2219,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -348,7 +2228,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -357,7 +2237,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -366,7 +2246,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -377,7 +2257,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -386,7 +2266,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 39,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -395,7 +2275,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 42,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -406,17 +2286,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 43,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# mark_frames_as_good('*w91*')\n",
-    "make_master_calibrations(instrument, 'LAMPFLAT', '2017-01-01', '2019-01-01', context) "
+    "make_master_calibrations(instrument, 'LAMPFLAT', '2017-01-01', '2019-01-01', context)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 44,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -427,7 +2306,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 45,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -462,7 +2341,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.5"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,

From f3ae5e55e7634bf4184ee44bdd54bd59625b86f8 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Tue, 5 May 2020 15:02:25 -0700
Subject: [PATCH 147/303] added line list to package data. Reworked e2e tests
 to accomodate this change. removed add_line_list cmd line function. Fixed
 notebook.

---
 ExampleReduction.ipynb                        | 1969 +------------
 .../ThAr_atlas_ESO.txt}                       |    0
 banzai_nres/data/__init__.py                  |    0
 banzai_nres/main.py                           |   22 -
 .../tests/data/ThAr_atlas_ESO_copy02.txt      | 2456 -----------------
 .../tests/data/ThAr_atlas_ESO_copy03.txt      | 2456 -----------------
 .../tests/data/ThAr_atlas_ESO_copy04.txt      | 2456 -----------------
 banzai_nres/tests/test_e2e.py                 |   11 -
 banzai_nres/tests/test_wavelength.py          |   10 +-
 banzai_nres/wavelength.py                     |   10 +-
 setup.py                                      |    2 +-
 11 files changed, 98 insertions(+), 9294 deletions(-)
 rename banzai_nres/{tests/data/ThAr_atlas_ESO_copy01.txt => data/ThAr_atlas_ESO.txt} (100%)
 create mode 100644 banzai_nres/data/__init__.py
 delete mode 100644 banzai_nres/tests/data/ThAr_atlas_ESO_copy02.txt
 delete mode 100644 banzai_nres/tests/data/ThAr_atlas_ESO_copy03.txt
 delete mode 100644 banzai_nres/tests/data/ThAr_atlas_ESO_copy04.txt

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index ead820ee..ce729abc 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -1,8 +1,19 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Guide: Be in banzai-nres root folder before starting to run this ipynb.\n",
+    "\n",
+    "Run each cell sequentially and wait for each cell to finish before running the next one.\n",
+    "\n",
+    "If you have already run this notebook once then you should have a test.db created etc. If you close the notebook, you can resume where you left off without rerunning all the stages: simple run all the cells that are marked with a #QUICK!"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
@@ -11,33 +22,36 @@
        "'/home/gmbrandt/Documents/banzai-nres'"
       ]
      },
-     "execution_count": 26,
+     "execution_count": 1,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "# Be in banzai-nres root folder before starting to run this ipynb.\n",
-    "banzai_nres_path = os.getcwd()"
+    "#QUICK!\n",
+    "import os\n",
+    "banzai_nres_path = os.getcwd()\n",
+    "banzai_nres_path"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
-    "import os\n",
+    "#QUICK!\n",
     "os.environ['OPENTSDB_PYTHON_METRICS_TEST_MODE'] = 'True'\n",
     "os.environ['DB_ADDRESS'] = 'sqlite:///test.db'"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
+    "#QUICK!\n",
     "import banzai\n",
     "from banzai.logs import set_log_level\n",
     "set_log_level('DEBUG')\n",
@@ -162,10 +176,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/home/gmbrandt/Documents/banzai-nres/test_data\n"
+     ]
+    }
+   ],
    "source": [
+    "#QUICK!\n",
     "cd test_data"
    ]
   },
@@ -178,10 +201,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
+    "#QUICK!\n",
     "from banzai_nres import settings\n",
     "settings.processed_path= os.getcwd()\n",
     "settings.fpack=True\n",
@@ -190,1855 +214,58 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-05-05 14:08:06.214     INFO: <ipython-input-18-1a12f40bbf67>: adding bpm /home/gmbrandt/Documents/banzai-nres/test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:08:07.964     INFO: <ipython-input-18-1a12f40bbf67>: adding line list to the database for instrument with id 1 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:08:09.270     INFO: <ipython-input-18-1a12f40bbf67>: adding line list to the database for instrument with id 2 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:10:03.305     INFO:             log: /home/gmbrandt/Documents/banzai-nres/test_data | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:10:05.695     INFO:             log: /home/gmbrandt/Documents/banzai-nres/test_data | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:10:29.785     INFO:             log: /home/gmbrandt/Documents/banzai-nres | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:10:55.881     INFO:             log: /home/gmbrandt/Documents/banzai-nres/test_data | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:12:58.659     INFO: <ipython-input-29-1a12f40bbf67>: adding bpm /home/gmbrandt/Documents/banzai-nres/test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:13:00.165     INFO: <ipython-input-29-1a12f40bbf67>: adding line list to the database for instrument with id 1 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:13:01.559     INFO: <ipython-input-29-1a12f40bbf67>: adding line list to the database for instrument with id 2 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.528     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.723     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.767     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.790     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.791     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.810     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.811     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.953     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:17.492     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:17.498    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.450     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.641     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.689     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.713     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.714     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.734     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.735     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.880     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:20.422     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:20.428    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.475     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.671     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:14:22.708     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.728     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.729     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.749     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.750     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.892     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:23.439     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:23.446    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.371     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.559     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.597     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.615     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.616     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.634     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.635     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.767     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:26.273     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:26.279    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.273     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.463     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.502     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.521     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.522     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.539     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.541     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.674     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:29.156     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:29.162    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:14:35.788     INFO: <ipython-input-32-e68cf2a25e5e>: Marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:35.804     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:35.813     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:35.823     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:35.835     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:35.849     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:39.509     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"BIAS\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:42.061     INFO:          stages: Running banzai.stages.BiasMaker | {\"filename\": \"lscnrs01-fl09-20180313-0045-b91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:44.970     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"calibration_type\": \"BIAS\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:47.455     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.554     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.733     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.772     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.794     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.795     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.812     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.814     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.948     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:21.621     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:21.738     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:21.755     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:21.756     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:21.763    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.413     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.622     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.660     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.679     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.680     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.698     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.699     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.832     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:15:25.553     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:25.679     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:25.697     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:25.699     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:25.705    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.534     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.723     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.762     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.781     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.783     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.801     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.802     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.944     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:29.630     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:29.749     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:29.767     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:29.768     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:29.774    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:40.701     INFO: <ipython-input-32-e68cf2a25e5e>: Marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:40.713     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:40.723     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:40.733     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:41.597     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DARK\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:43.663     INFO:          stages: Running banzai.stages.DarkMaker | {\"filename\": \"lscnrs01-fl09-20180313-0049-d91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:45.792     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"calibration_type\": \"DARK\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:48.330     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.333     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.517     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.553     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.571     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:15:53.572     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.590     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.591     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.733     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:54.422     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:54.557     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:55.296     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.276     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.483     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.528     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.546     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.547     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.566     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.567     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.704     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:59.389     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:59.504     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:00.175     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.197     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.387     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.426     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.446     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.447     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.465     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.465     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.597     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:04.272     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:16:04.389     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:05.062     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:07.919     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.103     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.142     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.163     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.164     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.182     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.183     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.315     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.995     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:09.113     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:09.822     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:12.783     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:12.970     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.010     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.028     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.029     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.046     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.047     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.181     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.870     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.995     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:14.674     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.569     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.772     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:16:17.813     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.831     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.832     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.851     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.851     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.987     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:18.670     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:18.788     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:19.467     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.357     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.547     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.585     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.602     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.604     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.622     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.623     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.762     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:23.452     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:23.576     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:24.273     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.173     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.365     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.407     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.427     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.428     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.447     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.448     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:16:27.590     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:28.278     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:28.406     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:29.098     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.154     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.341     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.382     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.404     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.404     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.425     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.426     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.580     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:33.321     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:33.441     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:34.166     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.190     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.377     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.418     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.436     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.437     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.455     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.456     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.604     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:38.307     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:38.433     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:39.143     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:16:42.097     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.293     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.335     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.355     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.356     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.375     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.376     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.530     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:43.214     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:43.332     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:44.011     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:46.972     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.156     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.195     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.212     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.213     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.232     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.233     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.379     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:48.055     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:48.174     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:48.854     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:51.781     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:51.968     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.008     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.026     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:16:52.027     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.044     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.045     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.187     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.866     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.992     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:53.674     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.548     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.734     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.773     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.791     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.792     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.811     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.811     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.949     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:57.637     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:57.757     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:58.445     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.344     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.537     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.579     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.598     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.599     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.618     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.619     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.759     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:02.455     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:17:02.576     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:03.267     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:05.823     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"LAMPFLAT\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:17.895     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0005-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:20.787     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:20.790     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0018-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:25.296     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:25.566     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:25.573     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:26.004     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:28.980     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:29.248     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:29.514     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:29.777     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:30.043     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:30.308     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:30.569     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:30.834     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:31.093     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:31.362     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:31.629     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:31.890     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:32.153     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:32.415     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:32.675     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:32.945     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:33.209     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:17:33.472     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:33.733     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:33.996     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:34.256     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:34.519     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:34.779     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:35.042     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:35.307     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:35.571     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:35.831     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:36.093     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:36.356     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:36.616     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:36.876     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:37.137     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:37.400     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:37.660     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:37.919     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:38.181     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:38.442     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:38.704     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:38.966     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:39.226     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:39.485     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:39.747     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:40.006     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:40.268     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:17:40.531     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:40.793     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:41.070     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:41.335     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:41.597     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:41.861     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:42.124     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:42.386     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:42.648     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:42.909     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:43.173     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:43.436     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:43.697     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:43.958     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:44.219     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:44.480     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:44.743     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:45.006     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:45.267     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:45.531     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:45.794     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:46.052     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:46.315     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:46.577     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:46.841     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:47.103     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:47.362     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:17:47.624     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:47.886     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:48.149     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:48.410     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:48.671     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:48.933     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:49.197     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:49.459     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:49.718     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:50.001     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:50.280     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:50.542     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:50.804     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:51.066     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:51.325     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:51.588     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:51.848     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:52.106     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:52.366     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:52.622     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:52.881     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:53.142     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:53.399     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:53.659     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:53.916     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:54.178     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:54.439     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:17:54.699     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:54.959     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:55.217     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:55.514     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:55.777     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:56.045     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:56.306     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:56.566     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:56.828     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:57.085     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:57.348     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:57.607     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:57.868     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:58.128     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:58.389     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:58.648     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:58.909     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:59.168     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:59.430     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:59.689     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:59.949     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:00.210     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:00.472     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:00.738     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:00.999     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:01.261     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:01.524     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:01.783     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:02.043     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:02.304     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:02.564     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:02.828     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:03.088     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:03.348     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:03.608     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:03.866     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:04.124     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:04.381     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:04.640     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:04.826     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:07.861     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:08.121     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:08.382     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:08.641     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:08.902     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:09.164     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:09.422     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:09.682     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:09.943     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:10.199     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:10.458     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:10.718     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:10.978     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:11.238     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:11.499     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:11.757     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:12.013     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:12.271     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:12.529     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:12.786     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:13.045     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:13.302     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:13.560     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:13.816     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:14.074     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:14.328     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:14.586     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:14.843     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:15.097     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:15.355     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:15.627     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:15.892     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:16.150     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:16.411     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:16.671     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:16.935     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:17.196     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:17.457     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:17.716     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:17.977     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:18.241     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:18.503     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:18.765     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:19.029     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:19.290     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:19.559     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:19.829     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:20.092     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:20.356     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:20.618     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:20.888     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:21.157     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:21.430     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:21.693     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:21.952     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:22.216     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:22.478     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:22.739     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:23.001     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:23.262     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:23.525     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:23.789     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:24.057     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:24.326     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:24.588     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:24.848     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:25.109     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:25.371     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:25.633     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:25.891     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:26.150     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:26.412     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:26.672     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:26.934     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:27.217     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:27.484     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:27.749     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:28.015     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:28.277     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:28.541     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:28.808     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:29.087     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:29.412     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:29.702     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:29.993     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:30.266     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:30.535     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:30.798     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:31.064     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:31.339     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:31.607     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:31.872     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:32.136     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:32.398     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:32.659     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:32.921     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:33.187     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:33.449     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:33.708     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:33.969     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:34.230     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:34.491     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:34.752     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:35.014     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:35.273     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:35.534     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:35.796     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:36.055     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:36.314     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:36.576     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:36.835     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:37.099     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:37.357     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:37.614     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:37.872     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:38.133     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:38.393     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:38.650     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:38.907     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:39.167     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:39.424     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:39.681     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:39.941     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:40.198     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:40.458     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:40.716     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:40.975     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:41.230     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:41.487     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:41.743     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:41.998     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:42.257     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:42.514     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:42.770     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:43.025     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:43.279     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:43.533     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:43.786     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:43.968     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:44.288     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:44.589     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:44.826     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:45.152     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:45.481     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:45.809     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:46.148     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:46.478     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:46.825     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:47.156     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:47.506     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:47.838     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:48.166     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:48.502     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:48.832     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:49.158     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:49.488     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:49.810     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:50.141     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:50.467     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:50.824     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:51.155     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:51.498     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:51.869     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:52.231     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:52.560     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:52.903     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:53.252     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:53.598     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:53.927     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:54.255     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:54.579     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:54.919     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:55.254     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:55.587     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:55.912     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:56.242     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:56.570     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:56.898     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:57.226     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:57.569     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:57.940     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:58.286     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:58.612     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:58.938     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:59.267     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:59.613     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:59.951     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:00.294     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:00.629     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:00.954     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:01.295     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:01.628     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:01.958     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:02.288     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:02.619     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:02.946     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:03.287     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:03.626     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:03.958     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:04.296     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:04.627     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:04.957     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:05.292     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:19:05.625     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:05.959     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:06.291     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:06.629     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:06.964     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:07.297     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:07.627     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:07.962     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:08.297     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:08.628     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:08.958     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:09.293     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:09.634     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:09.971     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:10.312     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:10.648     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:10.981     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:11.318     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:16.967     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.149     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.187     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.204     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.205     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.223     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.224     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.364     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:18.044     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:19:18.161     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:18.853     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.010     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.204     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.243     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.262     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.263     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.281     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.282     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.419     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:23.100     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:23.217     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:23.896     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:26.837     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.028     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.067     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.087     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.088     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.107     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.108     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.246     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.934     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:28.055     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:28.756     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:31.768     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:31.965     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:19:32.003     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.023     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.024     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.042     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.043     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.182     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.876     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.994     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:33.690     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.658     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.846     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.884     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.902     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.903     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.920     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.921     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:37.057     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:37.728     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:37.844     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:38.522     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.469     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.656     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.694     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.712     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.713     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.731     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.731     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:19:41.870     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:42.538     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:42.655     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:43.335     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.334     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.518     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.556     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.573     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.574     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.592     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.593     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.729     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:47.396     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:47.513     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:48.181     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.230     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.419     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.457     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.474     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.475     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.493     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.494     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.630     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:52.305     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:52.421     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:53.101     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:19:56.068     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.253     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.294     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.312     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.313     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.331     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.332     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.468     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:57.141     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:57.258     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:57.938     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:00.878     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.063     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.101     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.119     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.121     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.139     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.140     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.277     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.944     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:02.063     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:02.744     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.723     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.907     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.945     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.965     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:20:05.966     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.984     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.984     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:06.119     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:06.802     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:06.919     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:07.591     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.579     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.765     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.804     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.822     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.824     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.841     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.843     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.977     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:11.648     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:11.766     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:12.440     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.373     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.555     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.595     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.615     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.616     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.635     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.636     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.772     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:16.438     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:20:16.554     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:17.224     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.144     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.326     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.366     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.384     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.385     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.403     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.404     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.540     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:21.211     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:21.335     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:21.999     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:24.990     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.183     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.224     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.242     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.243     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.260     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.261     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.397     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:26.102     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:26.220     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:26.924     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:38.763     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"LAMPFLAT\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:50.799     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0005-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:53.845     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:20:53.849     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0018-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:58.521     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:58.803     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:58.810     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:58.816     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:01.817     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:02.082     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:02.343     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:02.605     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:02.861     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:03.123     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:03.390     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:03.659     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:03.925     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:04.190     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:04.450     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:04.711     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:04.971     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:05.232     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:05.493     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:05.758     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:06.024     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:06.286     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:06.554     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:06.813     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:07.074     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:07.341     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:07.604     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:07.866     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:08.125     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:08.386     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:08.654     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:08.921     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:09.194     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:09.464     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:09.733     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:09.997     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:10.271     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:10.535     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:10.795     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:11.055     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:11.318     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:11.584     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:11.848     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:12.111     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:12.374     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:12.638     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:12.896     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:13.153     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:13.413     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:13.675     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:13.933     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:14.199     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:14.466     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:14.729     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:14.992     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:15.255     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:15.514     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:15.773     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:16.038     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:16.300     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:16.557     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:16.811     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:17.067     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:17.324     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:17.582     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:17.838     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:18.096     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:18.358     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:18.618     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:18.883     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:19.161     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:19.429     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:19.696     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:19.958     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:20.233     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:20.532     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:20.832     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:21.112     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:21.381     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:21.642     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:21.904     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:22.163     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:22.427     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:22.686     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:22.953     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:23.219     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:23.483     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:23.745     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:24.024     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:24.308     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:24.606     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:24.887     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:25.155     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:25.431     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:25.698     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:25.955     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:26.209     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:26.468     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:26.723     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:26.982     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:27.240     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:27.499     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:27.766     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:28.024     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:28.287     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:28.554     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:28.815     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:29.095     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:29.357     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:29.633     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:29.895     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:30.158     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:30.452     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:30.715     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:30.979     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:31.248     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:31.516     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:31.784     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:32.041     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:32.300     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:32.560     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:32.819     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:33.074     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:33.331     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:33.585     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:33.838     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:34.092     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:34.351     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:34.608     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:34.863     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:35.120     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:35.378     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:35.637     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:35.894     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:36.149     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:36.405     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:36.659     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:36.913     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:37.172     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:37.429     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:37.685     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:37.872     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:40.744     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:41.002     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:41.262     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:41.523     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:41.779     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:42.038     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:42.296     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:42.555     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:42.813     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:43.074     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:43.333     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:43.592     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:43.852     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:44.110     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:44.367     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:44.625     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:44.885     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:45.143     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:45.403     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:45.662     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:45.920     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:46.178     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:46.439     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:46.696     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:46.954     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:47.211     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:47.471     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:47.730     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:47.986     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:48.243     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:48.502     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:48.761     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:49.018     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:49.276     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:49.537     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:49.795     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:50.055     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:50.316     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:50.573     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:50.833     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:51.091     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:51.348     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:51.605     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:51.864     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:52.122     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:52.379     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:52.637     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:52.894     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:53.155     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:53.414     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:53.675     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:53.932     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:54.190     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:54.449     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:54.706     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:54.976     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:55.237     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:55.496     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:55.756     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:56.017     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:56.274     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:56.533     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:56.790     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:57.047     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:57.304     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:57.559     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:57.815     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:58.074     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:58.333     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:58.589     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:58.848     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:59.107     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:59.365     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:59.625     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:59.885     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:00.143     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:00.404     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:00.683     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:00.949     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:01.208     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:01.468     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:01.726     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:01.983     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:02.239     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:02.498     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:02.759     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:03.019     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:03.279     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:03.538     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:03.795     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:04.053     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:04.309     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:04.567     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:04.828     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:05.089     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:05.349     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:05.609     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:05.867     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:06.122     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:06.381     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:06.639     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:06.900     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:07.155     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:07.412     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:07.670     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:07.928     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:08.182     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:08.440     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:08.698     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:08.956     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:09.214     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:09.472     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:09.731     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:09.988     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:10.247     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:10.509     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:10.765     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:11.030     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:11.291     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:11.564     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:11.827     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:12.087     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:12.347     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:12.615     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:12.882     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:13.151     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:13.423     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:13.685     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:13.950     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:14.213     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:14.469     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:14.733     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:14.996     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:15.257     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:15.520     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:15.781     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:16.041     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:16.300     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:16.489     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:16.797     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:17.106     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:17.345     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:17.672     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:18.006     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:18.341     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:18.676     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:19.010     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:19.349     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:19.688     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:20.021     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:20.350     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:20.684     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:21.015     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:21.353     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:21.692     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:22.031     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:22.364     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:22.700     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:23.037     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:23.365     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:23.693     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:24.020     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:24.353     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:24.692     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:25.023     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:25.352     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:25.677     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:26.004     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:26.329     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:26.659     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:26.988     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:27.317     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:27.650     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:27.984     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:28.321     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:28.654     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:28.984     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:29.315     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:29.654     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:29.987     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:30.328     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:30.670     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:31.007     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:31.337     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:31.690     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:32.030     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:32.370     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:32.703     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:33.039     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:33.368     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:33.705     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:34.064     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:34.406     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:34.754     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:35.108     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:35.458     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:35.828     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:36.188     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:36.528     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:36.908     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:37.304     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:37.680     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:38.025     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:38.361     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:38.717     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:39.072     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:39.423     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:39.754     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-05-05 14:58:35.639     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:42.233     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:44.534     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:44.536     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:47.240     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:47.387     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:48.749     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:48.868     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:50.159     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:50.282     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:51.937     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:52.049     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:53.598     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:53.724     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:53.733     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:53.734     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:53.745     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:53.745     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:56.872     INFO:      wavelength: 3258 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:56.891     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:56.893     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:59.371     INFO:      wavelength: 1815 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:59.383     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:59.384     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:59.397     INFO:      wavelength: Getting feature wavelengths from past solution. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:59.530    ERROR:      wavelength: All zeros for image.wavelengths for fiber 0.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-05-05 14:22:40.082     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:40.421     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:40.810     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:41.156     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:41.489     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:41.831     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:42.182     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:42.532     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:42.866     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:43.196     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:43.531     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:43.861     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:44.193     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:44.524     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:44.858     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:45.196     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:45.544     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:45.888     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:46.283     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:46.755     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:47.144     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:47.568     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:47.957     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:48.305     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:48.637     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:48.968     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:49.326     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:49.670     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:50.003     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:50.358     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:50.738     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:51.088     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:51.437     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:51.772     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:52.121     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:52.488     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:52.836     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:53.185     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:53.530     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:53.863     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:54.201     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:54.538     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:54.865     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:55.194     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:55.526     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:55.854     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:56.189     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:56.519     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:56.850     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:57.179     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:57.508     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:57.836     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:58.168     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:58.503     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:58.829     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:59.158     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:59.487     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:59.810     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:00.138     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:00.467     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:00.808     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:01.142     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:01.476     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:01.803     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:02.127     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:02.455     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:02.789     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:03.121     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:03.444     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:03.765     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:03.949     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:04.190     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:04.523     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:04.860     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:05.193     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:05.534     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:05.870     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:06.201     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:06.540     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:06.876     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:07.208     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:23:07.545     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:07.879     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:08.208     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:08.542     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:08.871     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:09.201     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:09.529     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:09.857     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:10.184     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:10.512     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:10.839     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:11.169     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:11.500     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:11.829     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:12.155     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:12.485     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:12.813     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:13.141     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:13.470     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:13.799     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:14.127     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:14.455     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:14.783     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:15.112     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:15.440     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:15.773     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:16.106     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:23:16.435     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:16.763     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:17.092     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:17.421     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:17.748     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:18.085     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:18.417     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:18.745     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:19.074     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:19.402     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:19.731     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:20.060     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:20.390     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:20.721     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:21.051     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:21.386     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:21.728     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:22.065     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:22.408     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:22.736     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:23.079     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:23.427     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:23.768     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:24.100     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:24.438     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:24.775     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:25.116     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:23:25.458     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:25.800     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:26.149     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:26.492     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:26.832     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:27.175     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:27.510     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:27.851     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:28.190     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:28.534     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:28.873     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:29.218     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:29.565     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:29.915     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:30.258     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:30.587     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:30.915     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:31.257     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:31.603     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:31.940     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:32.279     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:32.617     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:32.962     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:33.299     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:33.635     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:33.975     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:34.321     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:23:34.654     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:34.979     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:35.304     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:35.640     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:35.974     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:36.306     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:36.632     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:36.969     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:37.304     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:37.645     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:37.989     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:38.328     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:38.663     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:38.999     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:39.338     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:39.684     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:40.020     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:40.375     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:40.711     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:41.051     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:41.384     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:41.716     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:42.055     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:42.391     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:42.728     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:43.062     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:43.393     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:23:43.725     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:44.060     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:44.385     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:44.714     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:45.037     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:45.368     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:45.696     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:46.020     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:46.353     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:46.677     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:47.006     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:47.336     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:47.665     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:47.991     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:48.320     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:48.652     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:48.985     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:49.329     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:49.662     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:49.988     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:50.174     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:57.404     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:12.919     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:23.813     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.001     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.044     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.061     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:24:24.062     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.080     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.081     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.228     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.903     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:25.026     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:25.719     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:28.755     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:28.945     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:28.988     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.009     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.009     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.027     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.028     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.175     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.864     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.989     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:30.687     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.687     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.875     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.917     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.935     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.936     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.953     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.954     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:34.098     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:34.777     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:24:34.900     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:35.593     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.571     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.755     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.795     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.813     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.814     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.836     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.838     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.981     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:39.661     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:39.785     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:40.457     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.441     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.630     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.671     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.691     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.692     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.710     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.711     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.856     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:44.551     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:44.673     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:45.361     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.281     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.474     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:24:48.517     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.536     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.537     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.557     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.558     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.697     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:49.362     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:49.481     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:50.154     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.085     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.266     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.307     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.324     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.325     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.343     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.344     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.479     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:54.141     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:54.260     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:54.936     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:57.933     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.118     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.157     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.174     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.175     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.193     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.194     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:24:58.332     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:59.003     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:59.121     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:59.801     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:04.309     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:10.350     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:12.537     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:12.540     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:15.248     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:15.444     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:16.780     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:16.904     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.200     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.321     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.327     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.333     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.347     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_copy01.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.348     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.361     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_copy01.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.362     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:21.523     INFO:      wavelength: 3258 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:21.543     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:21.546     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:23.943     INFO:      wavelength: 1815 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:23.955     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:23.956     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:25:23.971     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:27:22.915     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:27:46.609     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:27:55.099     INFO:      wavelength: Principle order number is 52 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:03.318     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:03.334     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:20.898     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.318     INFO:             log: Less than 5 overlaps verified as good,setting wavelength solution to None. fiber=1 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.319     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.320     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.321     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.321     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.322     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.428     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:29.825    ERROR:      wavelength: All zeros for image.wavelengths for fiber 1.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:29.829     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:29.833     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:39.693     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n"
+      "2020-05-05 14:58:59.532    ERROR:      wavelength: All zeros for image.wavelengths for fiber 1.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:59.532     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:59.549     INFO:      wavelength: Getting feature wavelengths from past solution. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:59.668    ERROR:      wavelength: All zeros for image.wavelengths for fiber 0.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:59.669    ERROR:      wavelength: All zeros for image.wavelengths for fiber 1.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:59.671     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:58:59.675     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-05 14:59:08.038     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n"
      ]
     }
    ],
    "source": [
+    "#QUICK!\n",
     "import argparse\n",
     "from banzai.context import Context\n",
     "from banzai.main import add_settings_to_context\n",
@@ -2093,20 +320,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
+    "#QUICK!\n",
     "# set up the context object.\n",
     "context = parse_args(settings)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
+    "#QUICK!\n",
     "from astropy.utils.data import get_pkg_data_filename\n",
     "from banzai.celery import app, schedule_calibration_stacking\n",
     "from banzai.dbs import get_session\n",
@@ -2132,14 +361,7 @@
     "DAYS_OBS = [os.path.join(instrument, os.path.basename(dayobs_path)) for instrument in INSTRUMENTS\n",
     "            for dayobs_path in glob(os.path.join(DATA_ROOT, instrument, '201*'))]\n",
     "\n",
-    "CONFIGDB_FILENAME = os.path.join(banzai_nres_path, 'banzai_nres/tests/data/data/configdb_example.json')\n",
-    "# distinct files for the line lists for each instrument because otherwise they will not be added to the database\n",
-    "# because .db entries with the same filename are marked as duplicates (see banzai.dbs.save_calibration_info()).\n",
-    "LINE_LIST_FILENAMES = [os.path.join(banzai_nres_path, \n",
-    "                                    'banzai_nres/tests/data/ThAr_atlas_ESO_copy0' + str(c) + '.txt') for c in [1, 2, 3, 4]]\n",
-    "if len(INSTRUMENTS) > len(LINE_LIST_FILENAMES):\n",
-    "    logger.warning(f'Found {len(LINE_LIST_FILENAMES)} line list files')\n",
-    "    logger.warning('Not enough line list txt files for all the instruments that will be added to the database!') | {\"processName\": \"MainProcess\"}"
+    "CONFIGDB_FILENAME = os.path.join(banzai_nres_path, 'banzai_nres/tests/data/data/configdb_example.json')"
    ]
   },
   {
@@ -2148,17 +370,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from banzai import dbs\n",
-    "\n",
-    "def get_instrument_ids(db_address, names):\n",
-    "    with get_session(db_address) as db_session:\n",
-    "        instruments = []\n",
-    "        for name in names:\n",
-    "            criteria = dbs.Instrument.name == name\n",
-    "            instruments.extend(db_session.query(dbs.Instrument).filter(criteria).all())\n",
-    "    return [instrument.id for instrument in instruments]\n",
-    "\n",
-    "\n",
     "os.system(f'banzai_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
@@ -2175,11 +386,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from banzai.utils.stage_utils import run_pipeline_stages"
+    "#QUICK!\n",
+    "from banzai.utils.stage_utils import run_pipeline_stages\n",
+    "from banzai.calibrations import make_master_calibrations\n",
+    "instrument = dbs.get_instruments_at_site('lsc', settings.db_address)[0]"
    ]
   },
   {
@@ -2209,30 +423,19 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 33,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "mark_frames_as_good('*b91*')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 34,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "from banzai.calibrations import make_master_calibrations"
+    "Now we actually run the stages. If you have previously done the reduction in full, the below stages can be repeated in any order you want. I.e. I could choose just to run `make_master_calibrations(instrument, 'DARK', '2017-01-01', '2019-01-01', context) `"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [],
    "source": [
-    "instrument = dbs.get_instruments_at_site('lsc', settings.db_address)[0]"
+    "mark_frames_as_good('*b91*')"
    ]
   },
   {
@@ -2295,7 +498,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2306,7 +509,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/banzai_nres/tests/data/ThAr_atlas_ESO_copy01.txt b/banzai_nres/data/ThAr_atlas_ESO.txt
similarity index 100%
rename from banzai_nres/tests/data/ThAr_atlas_ESO_copy01.txt
rename to banzai_nres/data/ThAr_atlas_ESO.txt
diff --git a/banzai_nres/data/__init__.py b/banzai_nres/data/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/banzai_nres/main.py b/banzai_nres/main.py
index ab924688..1070d7fa 100644
--- a/banzai_nres/main.py
+++ b/banzai_nres/main.py
@@ -90,28 +90,6 @@ def add_bpm():
     dbs.save_calibration_info(args.filename, bpm_image, args.db_address)
 
 
-def add_line_list():
-    # add a line list to the database for particular instrument.
-    parser = argparse.ArgumentParser(description="Add a bad pixel mask to the db.")
-    parser.add_argument('--filename', help='Full path to Line list .txt file.')
-    parser.add_argument('--instrument-id', help='instrument id as in the database')
-    parser.add_argument("--log-level", default='debug', choices=['debug', 'info', 'warning',
-                                                                 'critical', 'fatal', 'error'])
-    parser.add_argument('--db-address', dest='db_address',
-                        default='mysql://cmccully:password@localhost/test',
-                        help='Database address: Should be in SQLAlchemy form')
-    args = parser.parse_args()
-    add_settings_to_context(args, banzai_nres.settings)
-    logs.set_log_level(args.log_level)
-    utc_now = Time(datetime.utcnow(), scale='utc').datetime
-    line_list_container = type('Image', (), {'obstype': LineListLoader(context.Context({})).calibration_type.upper(),
-                                             'dateobs': utc_now, 'datecreated': utc_now,
-                                             'instrument': type('Image', (), {'id': args.instrument_id}),
-                                             'is_master': True, 'is_bad': False,
-                                             'frame_id': 0, 'grouping_criteria': []})
-    dbs.save_calibration_info(args.filename, line_list_container, args.db_address)
-
-
 def add_bpms_from_archive():
     parser = argparse.ArgumentParser(description="Add bad pixel mask from a given archive api")
     parser.add_argument('--db-address', dest='db_address',
diff --git a/banzai_nres/tests/data/ThAr_atlas_ESO_copy02.txt b/banzai_nres/tests/data/ThAr_atlas_ESO_copy02.txt
deleted file mode 100644
index 1f9531a1..00000000
--- a/banzai_nres/tests/data/ThAr_atlas_ESO_copy02.txt
+++ /dev/null
@@ -1,2456 +0,0 @@
-        1 2768.842
-        2 2795.531
-        3 2832.315
-        4 2837.295
-        5 2842.812
-        6 2851.259
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-        8 2870.406
-        9 2884.290
-       10 2885.049
-       11 2887.818
-       12 2898.934
-       13 2899.720
-       14 2921.620
-       15 2925.051
-       16 2928.254
-       17 2942.860
-       18 2957.583
-       19 2957.916
-       20 2968.687
-       21 2974.012
-       22 2978.660
-       23 2983.817
-       24 2993.799
-       25 2999.094
-       26 3006.932
-       27 3008.497
-       28 3034.066
-       29 3046.951
-       30 3049.092
-       31 3060.439
-       32 3061.700
-       33 3067.729
-       34 3072.115
-       35 3078.828
-       36 3080.217
-       37 3082.981
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-     1935 7658.324
-     1936 7660.890
-     1937 7670.040
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-     1939 7685.307
-     1940 7697.924
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-     1947 7788.934
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-     1949 7814.330
-     1950 7817.770
-     1951 7834.457
-     1952 7840.457
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-     1954 7847.539
-     1955 7861.910
-     1956 7865.969
-     1957 7868.200
-     1958 7886.283
-     1959 7891.075
-     1960 7900.320
-     1961 7916.450
-     1962 7937.733
-     1963 7941.726
-     1964 7948.175
-     1965 7978.973
-     1966 7987.973
-     1967 8006.156
-     1968 8014.786
-     1969 8022.201
-     1970 8022.330
-     1971 8032.431
-     1972 8037.230
-     1973 8046.130
-     1974 8053.307
-     1975 8062.630
-     1976 8066.826
-     1977 8068.742
-     1978 8075.652
-     1979 8079.680
-     1980 8085.219
-     1981 8093.623
-     1982 8103.692
-     1983 8115.311
-     1984 8122.723
-     1985 8129.405
-     1986 8138.475
-     1987 8143.138
-     1988 8159.727
-     1989 8169.786
-     1990 8178.840
-     1991 8186.911
-     1992 8202.147
-     1993 8203.201
-     1994 8231.406
-     1995 8252.393
-     1996 8254.742
-     1997 8259.511
-     1998 8263.924
-     1999 8264.521
-     2000 8275.626
-     2001 8320.855
-     2002 8330.450
-     2003 8332.210
-     2004 8358.726
-     2005 8367.393
-     2006 8369.340
-     2007 8408.208
-     2008 8416.727
-     2009 8417.998
-     2010 8421.225
-     2011 8424.647
-     2012 8445.487
-     2013 8446.511
-     2014 8464.236
-     2015 8471.826
-     2016 8478.358
-     2017 8490.300
-     2018 8510.624
-     2019 8516.554
-     2020 8521.441
-     2021 8554.944
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-
diff --git a/banzai_nres/tests/data/ThAr_atlas_ESO_copy03.txt b/banzai_nres/tests/data/ThAr_atlas_ESO_copy03.txt
deleted file mode 100644
index 1f9531a1..00000000
--- a/banzai_nres/tests/data/ThAr_atlas_ESO_copy03.txt
+++ /dev/null
@@ -1,2456 +0,0 @@
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-     1991 8186.911
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-     1996 8254.742
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-     1999 8264.521
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-     2008 8416.727
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-     2010 8421.225
-     2011 8424.647
-     2012 8445.487
-     2013 8446.511
-     2014 8464.236
-     2015 8471.826
-     2016 8478.358
-     2017 8490.300
-     2018 8510.624
-     2019 8516.554
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-
diff --git a/banzai_nres/tests/data/ThAr_atlas_ESO_copy04.txt b/banzai_nres/tests/data/ThAr_atlas_ESO_copy04.txt
deleted file mode 100644
index 1f9531a1..00000000
--- a/banzai_nres/tests/data/ThAr_atlas_ESO_copy04.txt
+++ /dev/null
@@ -1,2456 +0,0 @@
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-     2012 8445.487
-     2013 8446.511
-     2014 8464.236
-     2015 8471.826
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-     2017 8490.300
-     2018 8510.624
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-     2221 9436.812
-     2222 9450.461
-     2223 9455.202
-     2224 9458.626
-     2225 9470.682
-     2226 9474.879
-     2227 9486.926
-     2228 9495.498
-     2229 9497.189
-     2230 9500.300
-     2231 9505.393
-     2232 9507.652
-     2233 9510.946
-     2234 9536.407
-     2235 9548.030
-     2236 9553.984
-     2237 9561.245
-     2238 9565.559
-     2239 9567.280
-     2240 9567.829
-     2241 9577.348
-     2242 9582.813
-     2243 9583.080
-     2244 9587.027
-     2245 9590.343
-     2246 9595.391
-     2247 9608.486
-     2248 9608.936
-     2249 9619.218
-     2250 9620.995
-     2251 9625.198
-     2252 9627.671
-     2253 9629.569
-     2254 9630.744
-     2255 9632.644
-     2256 9642.478
-     2257 9643.319
-     2258 9656.441
-     2259 9663.644
-     2260 9664.698
-     2261 9674.791
-     2262 9676.104
-     2263 9676.836
-     2264 9685.677
-     2265 9695.031
-     2266 9701.576
-     2267 9702.272
-     2268 9716.142
-     2269 9718.492
-     2270 9736.213
-     2271 9743.562
-     2272 9746.463
-     2273 9753.592
-     2274 9757.220
-     2275 9769.535
-     2276 9779.453
-     2277 9789.511
-     2278 9796.200
-     2279 9797.245
-     2280 9800.363
-     2281 9812.697
-     2282 9814.958
-     2283 9819.178
-     2284 9826.449
-     2285 9831.669
-     2286 9833.423
-     2287 9834.007
-     2288 9838.848
-     2289 9840.917
-     2290 9845.684
-     2291 9855.742
-     2292 9864.598
-     2293 9865.449
-     2294 9867.891
-     2295 9868.921
-     2296 9871.995
-     2297 9872.630
-     2298 9873.815
-     2299 9896.048
-     2300 9898.354
-     2301 9902.356
-     2302 9907.472
-     2303 9910.075
-     2304 9910.837
-     2305 9911.113
-     2306 9912.199
-     2307 9916.120
-     2308 9927.325
-     2309 9934.718
-     2310 9935.199
-     2311 9938.836
-     2312 9943.064
-     2313 9952.370
-     2314 9963.491
-     2315 9970.463
-     2316 9974.689
-     2317 9985.050
-     2318 9987.635
-     2319 9989.938
-     2320 9992.648
-     2321 9993.863
-     2322 9998.509
-     2323 9998.960
-     2324 10011.39
-     2325 10033.22
-     2326 10037.11
-     2327 10039.09
-     2328 10039.36
-     2329 10045.31
-     2330 10048.03
-     2331 10056.20
-     2332 10079.54
-     2333 10081.22
-     2334 10082.87
-     2335 10083.78
-     2336 10086.40
-     2337 10089.13
-     2338 10102.57
-     2339 10105.07
-     2340 10111.87
-     2341 10117.99
-     2342 10131.36
-     2343 10133.56
-     2344 10137.38
-     2345 10140.43
-     2346 10141.39
-     2347 10144.26
-     2348 10175.00
-     2349 10178.52
-     2350 10180.59
-     2351 10184.53
-     2352 10188.41
-     2353 10211.53
-     2354 10214.43
-     2355 10218.43
-     2356 10223.65
-     2357 10236.02
-     2358 10241.77
-     2359 10247.55
-     2360 10250.68
-     2361 10255.58
-     2362 10257.36
-     2363 10258.16
-     2364 10271.18
-     2365 10272.05
-     2366 10283.11
-     2367 10288.99
-     2368 10301.16
-     2369 10304.07
-     2370 10308.54
-     2371 10314.89
-     2372 10316.89
-     2373 10334.92
-     2374 10343.82
-     2375 10344.28
-     2376 10346.53
-     2377 10349.04
-     2378 10358.16
-     2379 10369.52
-     2380 10377.48
-     2381 10378.14
-     2382 10387.49
-     2383 10403.05
-     2384 10412.99
-     2385 10429.67
-     2386 10436.86
-     2387 10439.50
-     2388 10450.44
-     2389 10459.72
-     2390 10483.36
-     2391 10492.25
-     2392 10494.84
-     2393 10498.49
-     2394 10502.58
-     2395 10512.20
-     2396 10518.18
-     2397 10525.83
-     2398 10527.78
-     2399 10529.98
-     2400 10533.38
-     2401 10536.86
-     2402 10540.21
-     2403 10540.95
-     2404 10545.29
-     2405 10554.83
-     2406 10556.45
-     2407 10565.30
-     2408 10576.35
-     2409 10585.02
-     2410 10587.09
-     2411 10591.34
-     2412 10596.90
-     2413 10601.33
-     2414 10605.45
-     2415 10613.38
-     2416 10615.00
-     2417 10622.54
-     2418 10646.51
-     2419 10664.23
-     2420 10678.36
-     2421 10700.35
-     2422 10703.64
-     2423 10723.92
-     2424 10725.41
-     2425 10726.92
-     2426 10732.24
-     2427 10741.81
-     2428 10744.36
-     2429 10752.47
-     2430 10754.33
-     2431 10772.43
-     2432 10776.98
-     2433 10779.09
-     2434 10785.91
-     2435 10786.36
-     2436 10803.91
-     2437 10804.52
-     2438 10807.34
-     2439 10812.27
-     2440 10820.08
-     2441 10834.17
-     2442 10853.45
-     2443 10862.50
-     2444 10869.96
-     2445 10874.57
-     2446 10890.28
-     2447 10901.18
-     2448 10911.32
-     2449 10913.57
-     2450 10923.72
-     2451 10941.62
-     2452 10948.15
-     2453 10962.88
-     2454 10983.63
-     2455 10990.21
-
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index d304df13..25cc1316 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -33,12 +33,6 @@
 
 TEST_PACKAGE = 'banzai_nres.tests'
 CONFIGDB_FILENAME = get_pkg_data_filename('data/configdb_example.json', TEST_PACKAGE)
-# distinct files for the line lists for each instrument because otherwise they will not be added to the database
-# because .db entries with the same filename are marked as duplicates (see banzai.dbs.save_calibration_info()).
-LINE_LIST_FILENAMES = [get_pkg_data_filename('data/ThAr_atlas_ESO_copy0' + str(c) + '.txt', TEST_PACKAGE) for c in [1, 2, 3, 4]]
-if len(INSTRUMENTS) > len(LINE_LIST_FILENAMES):
-    logger.warning(f'Found {len(LINE_LIST_FILENAMES)} line list files')
-    logger.warning('Not enough line list txt files for all the instruments that will be added to the database!')
 
 
 def observation_portal_side_effect(*args, **kwargs):
@@ -202,11 +196,6 @@ def init(configdb):
         for bpm_filename in glob(os.path.join(DATA_ROOT, instrument, 'bpm/*bpm*')):
             logger.info(f'adding bpm {bpm_filename} to the database')
             os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ["DB_ADDRESS"]}')
-    instrument_ids = get_instrument_ids(os.environ["DB_ADDRESS"], names=['nres01', 'nres02'])
-    for instrument_id, line_list in zip(instrument_ids, LINE_LIST_FILENAMES[:len(instrument_ids)]):
-        logger.info(f'adding line list to the database for instrument with id {str(instrument_id)}')
-        os.system(f'banzai_nres_add_line_list --filename {line_list} --db-address={os.environ["DB_ADDRESS"]} '
-                  f'--instrument-id {instrument_id}')
 
 
 @pytest.mark.e2e
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 4bafde7f..14f05238 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -188,13 +188,13 @@ def test_stage_caltypes():
 class TestLineListLoader:
     stage = LineListLoader(context.Context({}))
     @mock.patch('banzai_nres.wavelength.LineListLoader.on_missing_master_calibration', return_value=None)
-    @mock.patch('banzai_nres.wavelength.LineListLoader.get_calibration_file_info', return_value=None)
-    def test_do_stage_aborts(self, fake_get_cal, fake_miss):
-        assert self.stage.do_stage('image') is None
+    def test_do_stage_aborts(self, fake_miss):
+        stage = LineListLoader(context.Context({}))
+        stage.LINE_LIST_FILENAME = 'some/bad/path'
+        assert stage.do_stage('image') is None
 
-    @mock.patch('banzai_nres.wavelength.LineListLoader.get_calibration_file_info', return_value={'path': 'path/list.txt'})
     @mock.patch('numpy.genfromtxt', return_value=np.array([[1, 1]]))
-    def test_do_stage(self, fake_load, fake_getcal):
+    def test_do_stage(self, fake_load):
         image = type('image', (), {})
         image = self.stage.do_stage(image)
         assert np.allclose(image.line_list, [1])
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index fea99dce..1568c170 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -11,6 +11,8 @@
 import sep
 import logging
 import os
+import pkg_resources
+
 
 logger = logging.getLogger('banzai')
 
@@ -58,17 +60,17 @@ class LineListLoader(CalibrationUser):
     """
     Loads the reference line list for wavelength calibration
     """
+    LINE_LIST_FILENAME = pkg_resources.resource_filename('banzai_nres', 'data/ThAr_atlas_ESO.txt')
     @property
     def calibration_type(self):
         return 'LINELIST'
 
     def do_stage(self, image):
-        master_calibration_file_info = self.get_calibration_file_info(image)
-        if master_calibration_file_info is None:
+        if not os.path.exists(self.LINE_LIST_FILENAME):
             return self.on_missing_master_calibration(image)
-        line_list = np.genfromtxt(master_calibration_file_info['path'])[:, 1].flatten()
+        line_list = np.genfromtxt(self.LINE_LIST_FILENAME)[:, 1].flatten()
         logger.info('Applying master calibration', image=image,
-                    extra_tags={'master_calibration':  os.path.basename(master_calibration_file_info['path'])})
+                    extra_tags={'master_calibration':  os.path.basename(self.LINE_LIST_FILENAME)})
         return self.apply_master_calibration(image, line_list)
 
     def apply_master_calibration(self, image, line_list):
diff --git a/setup.py b/setup.py
index 8f738e5a..03ae716c 100644
--- a/setup.py
+++ b/setup.py
@@ -20,6 +20,7 @@
       packages=find_packages(),
       use_scm_version=True,
       package_dir={'banzai_nres': 'banzai_nres'},
+      package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt']},
       setup_requires=['pytest-runner', 'setuptools_scm'],
       install_requires=['banzai>=0.29.0dev', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
                         'statsmodels', 'astropy==4.0', 'xwavecal==0.1.10', 'scipy==1.3.2', 'photutils==0.7.2'],
@@ -29,5 +30,4 @@
                                         'banzai_nres_start_stacking_scheduler=banzai_nres.main:nres_start_stacking_scheduler',
                                         'banzai_nres_make_master_calibrations=banzai_nres.main:nres_make_master_calibrations',
                                         'banzai_nres_add_bpm=banzai_nres.main:add_bpm',
-                                        'banzai_nres_add_line_list=banzai_nres.main:add_line_list',
                                         'banzai_nres_populate_bpms=banzai_nres.main:add_bpms_from_archive']})

From d79b7cd8d229dda9bbed04e58cc3252480e9ccd6 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 7 May 2020 11:50:54 -0700
Subject: [PATCH 148/303] Added extraction of wavelengths with 1/N weights
 (averaging) when extracting spectra. Added tests for that feature.

---
 CHANGES.md                        |  5 +++++
 banzai_nres/extract.py            |  9 +++++++--
 banzai_nres/tests/test_extract.py | 26 ++++++++++++++++++--------
 setup.py                          |  2 +-
 4 files changed, 31 insertions(+), 11 deletions(-)

diff --git a/CHANGES.md b/CHANGES.md
index e48622a6..8eaebc53 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -1,3 +1,8 @@
+0.5.1 (2020-05-07)
+------------------
+- Extracted spectra now have wavelengths attached.
+- The line list is stored as package data instead of in an sqlite database.
+
 0.4.0 (2019-02-25)
 ------------------
 - Blind master tracing on lampflats
diff --git a/banzai_nres/extract.py b/banzai_nres/extract.py
index 77eee8ce..8b8d41d2 100644
--- a/banzai_nres/extract.py
+++ b/banzai_nres/extract.py
@@ -12,10 +12,14 @@
 class WeightedExtract(Stage):
     def do_stage(self, image: EchelleSpectralCCDData):
         if image.weights is None:
-            logger.error('Extraction weights missing. Rejecting image.', image=image)
+            logger.error('Extraction weights are missing. Rejecting image.', image=image)
+            return None
+        if image.wavelengths is None:
+            logger.error('Wavelengths are missing. Rejecting image.', image=image)
             return None
         # consider adding a method to image, i.e. image.extracted_spectrum_shape.
         flux = np.zeros((image.num_traces, image.data.shape[1]), dtype=float)
+        wavelength = np.zeros_like(flux, dtype=float)
         variance = np.zeros_like(flux, dtype=float)
 
         trace_ids = np.arange(1, image.num_traces + 1)
@@ -24,9 +28,10 @@ def do_stage(self, image: EchelleSpectralCCDData):
             # get the horizontal (x) extent of the trace. Consider making this a get_extent function.
             x_extent = slice(np.min(this_trace[1]), np.max(this_trace[1]) + 1)
             flux[i, x_extent] = self.extract_order(image.data[this_trace], image.weights[this_trace])
+            wavelength[i, x_extent] = self.extract_order(image.wavelengths[this_trace], weights=1/image.wavelengths[this_trace].shape[0])
             variance[i, x_extent] = self.extract_order(image.uncertainty[this_trace] ** 2, image.weights[this_trace] ** 2)
 
-        image.spectrum = Table({'id': trace_ids, 'flux': flux, 'uncertainty': np.sqrt(variance)})
+        image.spectrum = Table({'id': trace_ids, 'wavelength': wavelength, 'flux': flux, 'uncertainty': np.sqrt(variance)})
         return image
 
     @staticmethod
diff --git a/banzai_nres/tests/test_extract.py b/banzai_nres/tests/test_extract.py
index 0dbba469..8cb74432 100644
--- a/banzai_nres/tests/test_extract.py
+++ b/banzai_nres/tests/test_extract.py
@@ -17,7 +17,12 @@ def test_get_region():
 class TestExtract:
     def test_rejects_on_no_weights(self):
         con = context.Context({})
-        assert GetOptimalExtractionWeights(con).do_stage(two_order_image()) is None
+        assert WeightedExtract(con).do_stage(two_order_image()) is None
+
+    def test_rejects_on_no_wavelengths(self):
+        con = context.Context({})
+        image = type('image', (), {'weights': 'notnone', 'wavelengths': None})
+        assert WeightedExtract(con).do_stage(image) is None
 
     @pytest.mark.integration
     def test_unit_weights_extraction(self):
@@ -32,22 +37,24 @@ def test_unit_weights_extraction(self):
         spectrum = output_image.spectrum
 
         assert np.allclose(spectrum['flux'][0], expected_extracted_flux)
+        assert np.allclose(spectrum['wavelength'][0], 10)
         assert np.allclose(spectrum['uncertainty'][0], expected_extracted_uncertainty)
         assert np.allclose(spectrum['id'][0], 1)
 
         assert np.allclose(spectrum['flux'][1][1:-1], expected_extracted_flux)
+        assert np.allclose(spectrum['wavelength'][1][1:-1], 20)
         assert np.allclose(spectrum['flux'][1][[0, -1]], 0)
         assert np.allclose(spectrum['uncertainty'][1:-1], expected_extracted_uncertainty)
         assert np.allclose(spectrum['uncertainty'][1][[0, -1]], 0)
         assert np.allclose(spectrum['id'][1], 2)
 
-
     @pytest.mark.integration
-    def test_weights_in_poisson_regime(self):
+    def test_extract_in_poisson_regime(self):
         trace_width, number_traces = 20, 10
         image = five_hundred_square_image(50000, number_traces, trace_width)
         image2 = NRESObservationFrame([EchelleSpectralCCDData(data=image.data, uncertainty=image.uncertainty,
-                                                         meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
+                                                              wavelengths=image.wavelengths,
+                                                              meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
         image2.traces = image.traces
         image2.profile = np.ones_like(image.data)
         input_context = context.Context({})
@@ -59,14 +66,17 @@ def test_weights_in_poisson_regime(self):
         optimal_image = stage2.do_stage(image)
         box_image = stage2.do_stage(image2)
         assert np.allclose(optimal_image.spectrum['flux'], box_image.spectrum['flux'], rtol=0.05)
+        assert np.allclose(optimal_image.spectrum['wavelength'][0][100:-100], 10)
+        assert np.allclose(optimal_image.spectrum['wavelength'][2][100:-100], 30)
         assert np.allclose(optimal_image.spectrum['uncertainty'], box_image.spectrum['uncertainty'], rtol=0.05)
 
     @pytest.mark.integration
-    def test_weights_in_readnoise_regime(self):
+    def test_extract_in_readnoise_regime(self):
         trace_width, number_traces = 20, 10
         image = five_hundred_square_image(100, number_traces, trace_width, read_noise=100)
         image2 = NRESObservationFrame([EchelleSpectralCCDData(data=image.data, uncertainty=image.uncertainty,
-                                                         meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
+                                                              wavelengths=image.wavelengths,
+                                                              meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
         image2.traces = image.traces
         image2.profile = np.ones_like(image.data)
         input_context = context.Context({})
@@ -130,7 +140,7 @@ def two_order_image():
     data = np.ones_like(traces, dtype=float)
     data[~np.isclose(traces, 0)] = 100.
     uncertainty = 1. * data
-    image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty,
+    image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty, wavelengths=10*traces,
                                                          meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
     image.traces = traces
     return image
@@ -152,7 +162,7 @@ def five_hundred_square_image(maxflux,number_traces,trace_width, read_noise=10):
     data += np.random.normal(0.0, read_noise, size=data.shape)
     uncertainty = np.sqrt(data + read_noise ** 2)
 
-    image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty,
+    image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty, wavelengths=10*traces,
                                                          meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
     image.traces, image.profile = traces, profile
     return image
diff --git a/setup.py b/setup.py
index 03ae716c..ef6b393a 100644
--- a/setup.py
+++ b/setup.py
@@ -15,7 +15,7 @@
 setup(name='lco-banzai-nres-e2e',
       author=['Curtis McCully', 'G. Mirek Brandt', 'Marshall Johnson', 'Timothy D. Brandt'],
       author_email=['cmccully@lco.global', 'gmbrandt@ucsb.edu', '@lco.global', 'tbrandt@physics.ucsb.edu'],
-      version='0.5.0',
+      version='0.5.1',
       python_requires='>=3.6',
       packages=find_packages(),
       use_scm_version=True,

From 54f76e1c64722b01e37bdde47315825ab4b8f846 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 7 May 2020 13:46:29 -0700
Subject: [PATCH 149/303] updated jupyter notebook.

---
 ExampleReduction.ipynb | 190 ++++++++++-------------------------------
 banzai_nres/extract.py |   3 +-
 2 files changed, 49 insertions(+), 144 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index ce729abc..aa418ae1 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -13,20 +13,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'/home/gmbrandt/Documents/banzai-nres'"
-      ]
-     },
-     "execution_count": 1,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "#QUICK!\n",
     "import os\n",
@@ -36,7 +25,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -47,7 +36,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -61,7 +50,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -74,7 +63,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -151,12 +140,14 @@
     "                  '8151997',\n",
     "                  '8152050',\n",
     "                  '8152110',\n",
-    "                  '8152153']"
+    "                  '8152153']\n",
+    "DAYS_OBS = ['lsc/nres01/20180313']\n",
+    "INSTRUMENTS = ['lsc/nres01']"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -176,20 +167,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "/home/gmbrandt/Documents/banzai-nres/test_data\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "#QUICK!\n",
-    "cd test_data"
+    "os.chdir('test_data')"
    ]
   },
   {
@@ -201,7 +184,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -214,56 +197,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:58:35.639     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:42.233     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:44.534     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:44.536     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:47.240     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:47.387     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:48.749     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:48.868     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:50.159     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:50.282     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:51.937     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:52.049     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:53.598     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:53.724     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:53.733     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:53.734     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:53.745     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:53.745     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:56.872     INFO:      wavelength: 3258 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:56.891     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:56.893     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:59.371     INFO:      wavelength: 1815 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:59.383     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:59.384     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:59.397     INFO:      wavelength: Getting feature wavelengths from past solution. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:59.530    ERROR:      wavelength: All zeros for image.wavelengths for fiber 0.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:58:59.532    ERROR:      wavelength: All zeros for image.wavelengths for fiber 1.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:59.532     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:59.549     INFO:      wavelength: Getting feature wavelengths from past solution. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:59.668    ERROR:      wavelength: All zeros for image.wavelengths for fiber 0.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:59.669    ERROR:      wavelength: All zeros for image.wavelengths for fiber 1.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:59.671     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:58:59.675     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:59:08.038     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "#QUICK!\n",
     "import argparse\n",
@@ -320,53 +256,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
     "#QUICK!\n",
+    "from glob import glob\n",
     "# set up the context object.\n",
     "context = parse_args(settings)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#QUICK!\n",
-    "from astropy.utils.data import get_pkg_data_filename\n",
-    "from banzai.celery import app, schedule_calibration_stacking\n",
-    "from banzai.dbs import get_session\n",
-    "import argparse\n",
-    "from banzai import dbs\n",
-    "from types import ModuleType\n",
-    "from datetime import datetime\n",
-    "from dateutil.parser import parse\n",
-    "from astropy.io import fits\n",
-    "from glob import glob\n",
-    "import logging\n",
-    "#from banzai_nres.tests.test_e2e import get_instrument_ids\n",
-    "\n",
-    "logger = logging.getLogger('banzai')\n",
-    "\n",
-    "TEST_PACKAGE = 'banzai_nres.tests'\n",
-    "\n",
-    "DATA_ROOT= settings.processed_path \n",
-    "SITES = [os.path.basename(site_path) for site_path in glob(os.path.join(DATA_ROOT, '???'))]\n",
-    "INSTRUMENTS = [os.path.join(site, os.path.basename(instrument_path)) for site in SITES\n",
-    "               for instrument_path in glob(os.path.join(os.path.join(DATA_ROOT, site, '*')))]\n",
-    "\n",
-    "DAYS_OBS = [os.path.join(instrument, os.path.basename(dayobs_path)) for instrument in INSTRUMENTS\n",
-    "            for dayobs_path in glob(os.path.join(DATA_ROOT, instrument, '201*'))]\n",
-    "\n",
-    "CONFIGDB_FILENAME = os.path.join(banzai_nres_path, 'banzai_nres/tests/data/data/configdb_example.json')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -374,23 +276,19 @@
     "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "for instrument in INSTRUMENTS:\n",
-    "    for bpm_filename in glob(os.path.join(DATA_ROOT, instrument, 'bpm/*bpm*')):\n",
+    "    for bpm_filename in glob(os.path.join(settings.processed_path, instrument, 'bpm/*bpm*')):\n",
     "        logger.info(f'adding bpm {bpm_filename} to the database')\n",
-    "        os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
-    "instrument_ids = get_instrument_ids(os.environ[\"DB_ADDRESS\"], names=['nres01', 'nres02'])\n",
-    "for instrument_id, line_list in zip(instrument_ids, LINE_LIST_FILENAMES[:len(instrument_ids)]):\n",
-    "    logger.info(f'adding line list to the database for instrument with id {str(instrument_id)}')\n",
-    "    os.system(f'banzai_nres_add_line_list --filename {line_list} --db-address={os.environ[\"DB_ADDRESS\"]} '\n",
-    "              f'--instrument-id {instrument_id}')"
+    "        os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ[\"DB_ADDRESS\"]}')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
     "#QUICK!\n",
+    "from banzai import dbs\n",
     "from banzai.utils.stage_utils import run_pipeline_stages\n",
     "from banzai.calibrations import make_master_calibrations\n",
     "instrument = dbs.get_instruments_at_site('lsc', settings.db_address)[0]"
@@ -398,26 +296,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "bias_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*b00*'))\n",
+    "bias_files = glob(os.path.join(settings.processed_path, '*/nres??/*/raw/*b00*'))\n",
     "for bias_file in bias_files: \n",
     "    run_pipeline_stages([{'path': bias_file}], context) "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from banzai import dbs\n",
     "def mark_frames_as_good(raw_filenames): \n",
     "    logger.info('Marking frames as good for filenames: {filenames}'.format(filenames=raw_filenames)) \n",
     "    for day_obs in DAYS_OBS: \n",
-    "        for filename in glob(os.path.join(DATA_ROOT, day_obs, 'processed', raw_filenames)): \n",
+    "        for filename in glob(os.path.join(settings.processed_path, day_obs, 'processed', raw_filenames)): \n",
     "            dbs.mark_frame(os.path.basename(filename), \"good\", db_address=os.environ['DB_ADDRESS']) \n",
     "            logger.info('Finished marking frames as good for filenames: {filenames}'.format(filenames=raw_filenames))                   "
    ]
@@ -431,7 +328,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -440,7 +337,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -449,18 +346,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "dark_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*d00*'))\n",
+    "dark_files = glob(os.path.join(settings.processed_path, '*/nres??/*/raw/*d00*'))\n",
     "for dark_file in dark_files: \n",
     "    run_pipeline_stages([{'path': dark_file}], context)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -469,7 +366,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -478,18 +375,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "flat_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*w00*'))\n",
+    "flat_files = glob(os.path.join(settings.processed_path, '*/nres??/*/raw/*w00*'))\n",
     "for flat_file in flat_files: \n",
     "    run_pipeline_stages([{'path': flat_file}], context)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -498,18 +395,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "arc_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*a00*'))\n",
+    "arc_files = glob(os.path.join(settings.processed_path, '*/nres??/*/raw/*a00*'))\n",
     "for arc_file in arc_files: \n",
     "    run_pipeline_stages([{'path': arc_file}], context)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -522,10 +419,17 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "science_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*e00*'))\n",
+    "science_files = glob(os.path.join(settings.processed_path, '*/nres??/*/raw/*e00*'))\n",
     "for science_file in science_files: \n",
     "    run_pipeline_stages([{'path': science_file}], context)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
diff --git a/banzai_nres/extract.py b/banzai_nres/extract.py
index 8b8d41d2..d417ba43 100644
--- a/banzai_nres/extract.py
+++ b/banzai_nres/extract.py
@@ -28,8 +28,9 @@ def do_stage(self, image: EchelleSpectralCCDData):
             # get the horizontal (x) extent of the trace. Consider making this a get_extent function.
             x_extent = slice(np.min(this_trace[1]), np.max(this_trace[1]) + 1)
             flux[i, x_extent] = self.extract_order(image.data[this_trace], image.weights[this_trace])
-            wavelength[i, x_extent] = self.extract_order(image.wavelengths[this_trace], weights=1/image.wavelengths[this_trace].shape[0])
             variance[i, x_extent] = self.extract_order(image.uncertainty[this_trace] ** 2, image.weights[this_trace] ** 2)
+            # get the average wavelength: Sum wavelengths weighted by 1 over the vertical width of the trace (e.g. 1/10)
+            wavelength[i, x_extent] = self.extract_order(image.wavelengths[this_trace], weights=1/image.wavelengths[this_trace].shape[0])
 
         image.spectrum = Table({'id': trace_ids, 'wavelength': wavelength, 'flux': flux, 'uncertainty': np.sqrt(variance)})
         return image

From 34b83a95d529a634cc9868cb3837c74aebc4873b Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 7 May 2020 14:00:01 -0700
Subject: [PATCH 150/303] addedfilenames to headers in apply master
 calibrations.

---
 banzai_nres/flats.py                 | 1 +
 banzai_nres/tests/test_wavelength.py | 5 +++--
 banzai_nres/wavelength.py            | 1 +
 3 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/flats.py b/banzai_nres/flats.py
index e8cad7e3..d0f36170 100644
--- a/banzai_nres/flats.py
+++ b/banzai_nres/flats.py
@@ -25,4 +25,5 @@ def apply_master_calibration(self, image, master_calibration_image):
         image.traces = master_calibration_image.traces
         image.profile = master_calibration_image.profile
         image.blaze = master_calibration_image.blaze
+        image.meta['L1IDFLAT'] = master_calibration_image.filename, 'ID of Flat frame'
         return image
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 14f05238..8113ec24 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -217,10 +217,11 @@ def test_on_missing_master_calibration(self, mock_parent_miss):
         assert self.stage.on_missing_master_calibration(test_image) is None
 
     def test_apply_master_calibration(self):
-        master_cal = type('image', (), {'wavelengths': [1, 2]})
-        test_image = type('image', (), {'wavelengths': None})
+        master_cal = type('image', (), {'wavelengths': [1, 2], 'filename': 'foo.fits'})
+        test_image = type('image', (), {'wavelengths': None, 'meta':{}})
         assert np.allclose(self.stage.apply_master_calibration(test_image, master_cal).wavelengths, [1, 2])
         assert self.stage.calibration_type == 'DOUBLE'
+        assert test_image.meta['L1IDARC'][0] == 'foo.fits'
 
 
 class TestQCChecks:
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 1568c170..956c64e3 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -53,6 +53,7 @@ def on_missing_master_calibration(self, image):
 
     def apply_master_calibration(self, image: NRESObservationFrame, master_calibration_image):
         image.wavelengths = master_calibration_image.wavelengths
+        image.meta['L1IDARC'] = master_calibration_image.filename, 'ID of ARC/DOUBLE frame'
         return image
 
 

From 9fcebe92ce18bf7d7b743c31b8bca3b3ac1bf775 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 7 May 2020 14:22:51 -0700
Subject: [PATCH 151/303] bugfix where LCO frame factory did not load the
 WAVELENGTH extension

---
 banzai_nres/frames.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 4d7b3ba7..212c29b9 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -252,7 +252,8 @@ def associated_extensions(self):
         return LCOFrameFactory().associated_extensions + [{'FITS_NAME': 'TRACES', 'NAME': 'traces'},
                                                           {'FITS_NAME': 'BACKGROUND', 'NAME': 'background'},
                                                           {'FITS_NAME': 'PROFILE', 'NAME': 'profile'},
-                                                          {'FITS_NAME': 'BLAZE', 'NAME': 'blaze'}]
+                                                          {'FITS_NAME': 'BLAZE', 'NAME': 'blaze'},
+                                                          {'FITS_NAME': 'WAVELENGTH', 'NAME': 'wavelengths'}]
 
     def open(self, path, runtime_context) -> Optional[ObservationFrame]:
         image = super().open(path, runtime_context)

From a17ff0f36b18e9afad784b18245463aa0e487ab5 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 7 May 2020 15:03:38 -0700
Subject: [PATCH 152/303] added e2e test that checks the spectra of the science
 images. Dropped nsigma in line ID to 40.

---
 banzai_nres/tests/test_e2e.py | 14 ++++++++++++++
 banzai_nres/wavelength.py     |  2 +-
 2 files changed, 15 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 25cc1316..22276e2b 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -3,10 +3,12 @@
 from banzai_nres import settings
 import os
 import mock
+import numpy as np
 from banzai.utils import file_utils
 import time
 from glob import glob
 from astropy.utils.data import get_pkg_data_filename
+from astropy.table import Table
 from banzai.celery import app, schedule_calibration_stacking
 from banzai.dbs import get_session
 import argparse
@@ -175,6 +177,17 @@ def run_check_if_stacked_calibrations_have_extensions(calibration_type, extensio
             assert ext in extnames
 
 
+def check_extracted_spectra(raw_filename, spec_extname, columns):
+    created_images = []
+    for day_obs in DAYS_OBS:
+        created_images += glob(os.path.join(DATA_ROOT, day_obs, 'processed', raw_filename))
+    for fname in created_images:
+        spectrum = Table(fits.open(fname)[spec_extname].data)
+        for colname in columns:
+            assert colname in spectrum.colnames
+            assert not np.allclose(spectrum[colname], 0)
+
+
 def run_check_if_stacked_calibrations_are_in_db(raw_filenames, calibration_type):
     number_of_stacks_that_should_have_been_created = get_expected_number_of_calibrations(raw_filenames, calibration_type)
     with dbs.get_session(os.environ['DB_ADDRESS']) as db_session:
@@ -273,3 +286,4 @@ def process_frames(self):
 
     def test_if_science_frames_were_created(self):
         check_if_individual_frames_exist('*e00.fits*')
+        check_extracted_spectra('*e91.fits*', '1DSPEC', ['wavelength', 'flux', 'uncertainty'])
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 956c64e3..ae6d8829 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -168,7 +168,7 @@ class IdentifyFeatures(Stage):
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
     # TODO change nsigma to 20 or 15 once hangups in overlap fitting are figured out.
-    nsigma = 50.0  # minimum signal to noise @ peak flux for a feature to be counted.
+    nsigma = 40.0  # minimum signal to noise @ peak flux for a feature to be counted.
     fwhm = 6.0  # minimum feature size in pixels for the feature to be counted.
 
     def do_stage(self, image):

From b626e9b4f3a438ae12c575aabbc559edd32ed4cb Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 18 May 2020 10:40:25 -0700
Subject: [PATCH 153/303] Updated example notebook file to make the processing
 easier.

---
 .gitignore                    |    3 +
 Dockerfile                    |    2 +-
 ExampleReduction.ipynb        | 2286 +++------------------------------
 banzai_nres/frames.py         |   18 +-
 banzai_nres/settings.py       |   13 +-
 banzai_nres/tests/test_e2e.py |   23 +-
 6 files changed, 202 insertions(+), 2143 deletions(-)

diff --git a/.gitignore b/.gitignore
index 5b360084..1adf7717 100644
--- a/.gitignore
+++ b/.gitignore
@@ -112,3 +112,6 @@ venv.bak/
 test_data/
 
 requirements.lock
+
+# Locally downloaded helm charts
+helm-chart/banzai-nres/charts/
diff --git a/Dockerfile b/Dockerfile
index af1c0473..afc7d8c0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-211-g6d991a3
+FROM docker.lco.global/banzai:0.28.9-227-gc1a58cb
 
 USER root
 
diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index ead820ee..94428cff 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,142 +2,82 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'/home/gmbrandt/Documents/banzai-nres'"
-      ]
-     },
-     "execution_count": 26,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "# Be in banzai-nres root folder before starting to run this ipynb.\n",
-    "banzai_nres_path = os.getcwd()"
+    "import os\n",
+    "os.environ['OPENTSDB_PYTHON_METRICS_TEST_MODE'] = 'True'"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
-    "import os\n",
-    "os.environ['OPENTSDB_PYTHON_METRICS_TEST_MODE'] = 'True'\n",
-    "os.environ['DB_ADDRESS'] = 'sqlite:///test.db'"
+    "from banzai.calibrations import make_master_calibrations\n",
+    "import requests\n",
+    "from banzai_nres import settings\n",
+    "from banzai import dbs\n",
+    "from banzai.utils.stage_utils import run_pipeline_stages\n",
+    "import logging\n",
+    "from banzai.logs import set_log_level\n",
+    "from glob import glob\n",
+    "\n",
+    "import pkg_resources"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Setup logging and some settings show we know where the DB should be.\n",
+    "------"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
-    "import banzai\n",
-    "from banzai.logs import set_log_level\n",
     "set_log_level('DEBUG')\n",
-    "import logging\n",
     "logger = logging.getLogger('banzai')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-13 13:26:23.015     INFO: <ipython-input-6-b5f82e0b156f>: weird2 | {\"processName\": \"MainProcess\"}\n"
+     ]
+    }
+   ],
    "source": [
-    "# make directories for the test dataset.\n",
-    "raw_data_dir = 'test_data/lsc/nres01/20180313/raw'\n",
-    "os.makedirs(raw_data_dir, exist_ok=True)\n",
-    "bpm_dir = 'test_data/lsc/nres01/bpm/'\n",
-    "os.makedirs(bpm_dir, exist_ok=True)"
+    "from banzai import main"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-13 13:26:18.028     INFO: <ipython-input-4-5d7a209232cc>: weird | {\"processName\": \"MainProcess\"}\n"
+     ]
+    }
+   ],
    "source": [
-    "# choose which files we will download for our test dataset.\n",
-    "bpm_filename = 'bpm-lsc-nres01-fl09-20180215.fits.fz'\n",
-    "test_filenames = ['lscnrs01-fl09-20180313-0001-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0002-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0003-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0004-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0005-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0006-a00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0007-a00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0008-a00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0009-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0010-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0011-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0012-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0013-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0014-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0015-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0016-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0017-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0018-w00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0019-a00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0020-a00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0021-a00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0022-a00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0023-a00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0042-b00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0043-b00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0044-b00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0045-b00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0046-b00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0047-d00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0048-d00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0049-d00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0028-e00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0029-e00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0030-e00.fits.fz',\n",
-    "                  'lscnrs01-fl09-20180313-0031-e00.fits.fz']\n",
-    "\n",
-    "bpm_frame_id = '22529799'\n",
-    "test_frame_ids = ['8148793',\n",
-    "                  '8148822',\n",
-    "                  '8148805',\n",
-    "                  '8148824',\n",
-    "                  '8148826',\n",
-    "                  '8148876',\n",
-    "                  '8148898',\n",
-    "                  '8148932',\n",
-    "                  '8148960',\n",
-    "                  '8148978',\n",
-    "                  '8149024',\n",
-    "                  '8149104',\n",
-    "                  '8149068',\n",
-    "                  '8149090',\n",
-    "                  '8149128',\n",
-    "                  '8149173',\n",
-    "                  '8149217',\n",
-    "                  '8151252',\n",
-    "                  '8149314',\n",
-    "                  '8149388',\n",
-    "                  '8149469',\n",
-    "                  '8149547',\n",
-    "                  '8149570',\n",
-    "                  '8156341',\n",
-    "                  '8156360',\n",
-    "                  '8156366',\n",
-    "                  '8156376',\n",
-    "                  '8156385',\n",
-    "                  '8156433',\n",
-    "                  '8156500',\n",
-    "                  '8156560',\n",
-    "                  '8151997',\n",
-    "                  '8152050',\n",
-    "                  '8152110',\n",
-    "                  '8152153']"
+    "logger.info('weird')"
    ]
   },
   {
@@ -146,2071 +86,167 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import requests\n",
-    "# Copy the data into the correct directory\n",
-    "for test_filename, frame_id in zip(test_filenames, test_frame_ids):\n",
-    "    archive_url = f'https://archive-api.lco.global/frames/{frame_id}'\n",
-    "    frame_info = requests.get(archive_url).json()\n",
-    "    with open(os.path.join(raw_data_dir, test_filename), 'wb') as f:\n",
-    "        f.write(requests.get(frame_info['url']).content)\n",
-    "        \n",
-    "archive_url = f'https://archive-api.lco.global/frames/{bpm_frame_id}'\n",
-    "frame_info = requests.get(archive_url).json()\n",
-    "with open(os.path.join(bpm_dir, bpm_filename), 'wb') as f:\n",
-    "    f.write(requests.get(frame_info['url']).content)"
+    "logger.info('weird2')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "cd test_data"
+    "os.environ['DB_ADDRESS'] = 'sqlite:///test_data/test.db'\n",
+    "\n",
+    "settings.processed_path= os.path.join(os.getcwd(), 'test_data')\n",
+    "settings.fpack=True\n",
+    "settings.db_address = os.environ['DB_ADDRESS']"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Make the database"
+    "Download some test data from the archive\n",
+    "----------------------------------------"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from banzai_nres import settings\n",
-    "settings.processed_path= os.getcwd()\n",
-    "settings.fpack=True\n",
-    "settings.db_address = os.environ['DB_ADDRESS']"
+    "# make directories for the test dataset.\n",
+    "raw_data_dir = 'test_data/lsc/nres01/20180313/raw'\n",
+    "os.makedirs(raw_data_dir, exist_ok=True)\n",
+    "bpm_dir = 'test_data/lsc/nres01/bpm/'\n",
+    "os.makedirs(bpm_dir, exist_ok=True)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:08:06.214     INFO: <ipython-input-18-1a12f40bbf67>: adding bpm /home/gmbrandt/Documents/banzai-nres/test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:08:07.964     INFO: <ipython-input-18-1a12f40bbf67>: adding line list to the database for instrument with id 1 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:08:09.270     INFO: <ipython-input-18-1a12f40bbf67>: adding line list to the database for instrument with id 2 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:10:03.305     INFO:             log: /home/gmbrandt/Documents/banzai-nres/test_data | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:10:05.695     INFO:             log: /home/gmbrandt/Documents/banzai-nres/test_data | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:10:29.785     INFO:             log: /home/gmbrandt/Documents/banzai-nres | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:10:55.881     INFO:             log: /home/gmbrandt/Documents/banzai-nres/test_data | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:12:58.659     INFO: <ipython-input-29-1a12f40bbf67>: adding bpm /home/gmbrandt/Documents/banzai-nres/test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:13:00.165     INFO: <ipython-input-29-1a12f40bbf67>: adding line list to the database for instrument with id 1 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:13:01.559     INFO: <ipython-input-29-1a12f40bbf67>: adding line list to the database for instrument with id 2 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.528     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.723     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.767     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.790     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.791     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.810     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.811     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:16.953     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:17.492     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:17.498    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.450     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.641     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.689     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.713     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.714     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.734     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.735     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:19.880     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:20.422     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:20.428    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.475     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.671     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:14:22.708     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.728     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.729     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.749     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.750     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:22.892     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:23.439     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:23.446    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.371     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.559     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.597     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.615     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.616     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.634     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.635     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:25.767     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:26.273     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:26.279    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.273     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.463     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.502     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.521     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.522     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.539     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.541     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:28.674     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:29.156     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:29.162    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:14:35.788     INFO: <ipython-input-32-e68cf2a25e5e>: Marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:35.804     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:35.813     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:35.823     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:35.835     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:35.849     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *b91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:39.509     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"BIAS\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:42.061     INFO:          stages: Running banzai.stages.BiasMaker | {\"filename\": \"lscnrs01-fl09-20180313-0045-b91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:44.970     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"calibration_type\": \"BIAS\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:14:47.455     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.554     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.733     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.772     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.794     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.795     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.812     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.814     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:20.948     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:21.621     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:21.738     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:21.755     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:21.756     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:21.763    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.413     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.622     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.660     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.679     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.680     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.698     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.699     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:24.832     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:15:25.553     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:25.679     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:25.697     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:25.699     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:25.705    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.534     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.723     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.762     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.781     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.783     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.801     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.802     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:28.944     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:29.630     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:29.749     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:29.767     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:29.768     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:29.774    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:40.701     INFO: <ipython-input-32-e68cf2a25e5e>: Marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:40.713     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:40.723     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:40.733     INFO: <ipython-input-32-e68cf2a25e5e>: Finished marking frames as good for filenames: *d91* | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:41.597     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DARK\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:43.663     INFO:          stages: Running banzai.stages.DarkMaker | {\"filename\": \"lscnrs01-fl09-20180313-0049-d91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:45.792     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"calibration_type\": \"DARK\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:48.330     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.333     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.517     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.553     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.571     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:15:53.572     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.590     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.591     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:53.733     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:54.422     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:54.557     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:55.296     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.276     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.483     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.528     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.546     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.547     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.566     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.567     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:58.704     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:59.389     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:15:59.504     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:00.175     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.197     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.387     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.426     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.446     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.447     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.465     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.465     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:03.597     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:04.272     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:16:04.389     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:05.062     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:07.919     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.103     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.142     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.163     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.164     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.182     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.183     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.315     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:08.995     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:09.113     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:09.822     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:12.783     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:12.970     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.010     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.028     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.029     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.046     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.047     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.181     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.870     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:13.995     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:14.674     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.569     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.772     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:16:17.813     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.831     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.832     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.851     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.851     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:17.987     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:18.670     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:18.788     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:19.467     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.357     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.547     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.585     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.602     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.604     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.622     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.623     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:22.762     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:23.452     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:23.576     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:24.273     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.173     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.365     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.407     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.427     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.428     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.447     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:27.448     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:16:27.590     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:28.278     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:28.406     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:29.098     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.154     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.341     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.382     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.404     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.404     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.425     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.426     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:32.580     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:33.321     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:33.441     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:34.166     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.190     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.377     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.418     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.436     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.437     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.455     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.456     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:37.604     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:38.307     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:38.433     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:39.143     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:16:42.097     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.293     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.335     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.355     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.356     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.375     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.376     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:42.530     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:43.214     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:43.332     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:44.011     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:46.972     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.156     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.195     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.212     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.213     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.232     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.233     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:47.379     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:48.055     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:48.174     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:48.854     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:51.781     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:51.968     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.008     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.026     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:16:52.027     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.044     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.045     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.187     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.866     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:52.992     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:53.674     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.548     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.734     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.773     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.791     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.792     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.811     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.811     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:56.949     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:57.637     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:57.757     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:16:58.445     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.344     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.537     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.579     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.598     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.599     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.618     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.619     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:01.759     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:02.455     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:17:02.576     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:03.267     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:05.823     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"LAMPFLAT\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:17.895     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0005-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:20.787     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:20.790     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0018-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:25.296     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:25.566     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:25.573     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:26.004     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:28.980     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:29.248     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:29.514     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:29.777     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:30.043     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:30.308     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:30.569     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:30.834     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:31.093     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:31.362     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:31.629     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:31.890     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:32.153     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:32.415     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:32.675     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:32.945     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:33.209     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:17:33.472     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:33.733     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:33.996     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:34.256     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:34.519     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:34.779     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:35.042     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:35.307     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:35.571     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:35.831     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:36.093     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:36.356     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:36.616     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:36.876     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:37.137     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:37.400     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:37.660     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:37.919     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:38.181     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:38.442     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:38.704     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:38.966     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:39.226     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:39.485     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:39.747     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:40.006     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:40.268     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:17:40.531     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:40.793     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:41.070     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:41.335     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:41.597     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:41.861     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:42.124     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:42.386     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:42.648     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:42.909     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:43.173     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:43.436     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:43.697     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:43.958     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:44.219     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:44.480     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:44.743     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:45.006     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:45.267     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:45.531     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:45.794     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:46.052     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:46.315     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:46.577     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:46.841     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:47.103     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:47.362     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:17:47.624     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:47.886     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:48.149     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:48.410     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:48.671     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:48.933     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:49.197     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:49.459     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:49.718     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:50.001     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:50.280     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:50.542     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:50.804     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:51.066     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:51.325     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:51.588     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:51.848     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:52.106     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:52.366     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:52.622     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:52.881     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:53.142     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:53.399     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:53.659     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:53.916     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:54.178     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:54.439     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:17:54.699     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:54.959     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:55.217     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:55.514     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:55.777     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:56.045     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:56.306     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:56.566     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:56.828     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:57.085     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:57.348     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:57.607     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:57.868     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:58.128     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:58.389     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:58.648     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:58.909     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:59.168     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:59.430     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:59.689     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:17:59.949     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:00.210     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:00.472     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:00.738     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:00.999     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:01.261     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:01.524     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:01.783     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:02.043     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:02.304     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:02.564     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:02.828     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:03.088     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:03.348     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:03.608     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:03.866     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:04.124     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:04.381     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:04.640     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:04.826     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:07.861     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:08.121     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:08.382     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:08.641     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:08.902     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:09.164     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:09.422     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:09.682     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:09.943     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:10.199     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:10.458     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:10.718     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:10.978     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:11.238     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:11.499     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:11.757     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:12.013     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:12.271     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:12.529     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:12.786     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:13.045     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:13.302     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:13.560     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:13.816     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:14.074     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:14.328     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:14.586     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:14.843     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:15.097     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:15.355     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:15.627     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:15.892     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:16.150     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:16.411     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:16.671     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:16.935     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:17.196     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:17.457     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:17.716     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:17.977     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:18.241     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:18.503     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:18.765     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:19.029     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:19.290     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:19.559     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:19.829     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:20.092     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:20.356     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:20.618     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:20.888     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:21.157     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:21.430     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:21.693     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:21.952     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:22.216     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:22.478     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:22.739     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:23.001     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:23.262     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:23.525     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:23.789     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:24.057     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:24.326     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:24.588     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:24.848     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:25.109     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:25.371     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:25.633     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:25.891     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:26.150     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:26.412     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:26.672     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:26.934     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:27.217     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:27.484     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:27.749     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:28.015     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:28.277     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:28.541     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:28.808     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:29.087     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:29.412     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:29.702     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:29.993     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:30.266     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:30.535     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:30.798     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:31.064     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:31.339     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:31.607     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:31.872     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:32.136     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:32.398     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:32.659     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:32.921     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:33.187     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:33.449     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:33.708     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:33.969     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:34.230     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:34.491     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:34.752     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:35.014     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:35.273     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:35.534     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:35.796     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:36.055     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:36.314     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:36.576     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:36.835     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:37.099     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:37.357     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:37.614     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:37.872     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:38.133     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:38.393     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:38.650     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:38.907     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:39.167     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:39.424     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:39.681     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:39.941     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:40.198     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:40.458     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:40.716     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:40.975     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:41.230     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:41.487     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:41.743     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:41.998     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:42.257     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:42.514     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:42.770     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:43.025     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:43.279     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:43.533     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:43.786     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:43.968     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:44.288     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:44.589     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:44.826     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:45.152     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:45.481     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:45.809     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:46.148     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:46.478     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:46.825     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:47.156     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:47.506     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:47.838     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:48.166     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:48.502     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:48.832     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:49.158     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:49.488     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:49.810     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:50.141     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:50.467     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:50.824     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:51.155     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:51.498     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:51.869     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:52.231     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:52.560     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:52.903     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:53.252     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:53.598     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:53.927     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:54.255     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:54.579     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:54.919     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:55.254     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:55.587     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:55.912     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:56.242     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:18:56.570     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:56.898     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:57.226     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:57.569     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:57.940     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:58.286     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:58.612     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:58.938     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:59.267     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:59.613     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:18:59.951     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:00.294     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:00.629     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:00.954     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:01.295     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:01.628     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:01.958     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:02.288     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:02.619     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:02.946     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:03.287     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:03.626     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:03.958     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:04.296     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:04.627     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:04.957     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:05.292     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:19:05.625     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:05.959     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:06.291     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:06.629     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:06.964     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:07.297     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:07.627     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:07.962     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:08.297     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:08.628     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:08.958     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:09.293     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:09.634     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:09.971     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:10.312     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:10.648     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:10.981     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:11.318     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:16.967     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.149     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.187     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.204     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.205     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.223     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.224     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:17.364     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:18.044     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:19:18.161     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:18.853     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.010     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.204     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.243     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.262     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.263     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.281     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.282     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:22.419     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:23.100     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:23.217     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:23.896     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:26.837     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.028     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.067     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.087     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.088     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.107     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.108     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.246     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:27.934     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:28.055     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:28.756     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:31.768     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:31.965     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:19:32.003     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.023     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.024     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.042     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.043     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.182     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.876     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:32.994     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:33.690     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.658     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.846     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.884     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.902     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.903     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.920     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:36.921     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:37.057     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:37.728     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:37.844     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:38.522     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.469     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.656     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.694     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.712     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.713     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.731     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:41.731     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:19:41.870     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:42.538     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:42.655     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:43.335     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.334     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.518     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.556     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.573     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.574     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.592     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.593     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:46.729     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:47.396     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:47.513     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:48.181     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.230     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.419     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.457     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.474     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.475     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.493     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.494     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:51.630     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:52.305     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:52.421     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:53.101     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:19:56.068     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.253     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.294     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.312     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.313     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.331     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.332     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:56.468     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:57.141     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:57.258     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:19:57.938     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:00.878     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.063     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.101     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.119     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.121     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.139     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.140     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.277     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:01.944     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:02.063     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:02.744     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.723     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.907     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.945     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.965     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:20:05.966     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.984     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:05.984     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:06.119     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:06.802     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:06.919     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:07.591     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.579     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.765     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.804     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.822     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.824     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.841     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.843     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:10.977     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:11.648     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:11.766     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:12.440     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.373     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.555     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.595     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.615     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.616     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.635     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.636     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:15.772     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:16.438     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:20:16.554     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:17.224     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.144     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.326     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.366     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.384     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.385     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.403     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.404     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:20.540     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:21.211     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:21.335     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:21.999     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:24.990     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.183     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.224     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.242     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.243     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.260     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.261     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:25.397     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:26.102     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:26.220     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:26.924     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:38.763     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"LAMPFLAT\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:50.799     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0005-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:53.845     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:20:53.849     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0018-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:58.521     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:58.803     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:58.810     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:20:58.816     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:01.817     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:02.082     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:02.343     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:02.605     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:02.861     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:03.123     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:03.390     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:03.659     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:03.925     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:04.190     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:04.450     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:04.711     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:04.971     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:05.232     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:05.493     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:05.758     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:06.024     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:06.286     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:06.554     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:06.813     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:07.074     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:07.341     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:07.604     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:07.866     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:08.125     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:08.386     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:08.654     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:08.921     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:09.194     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:09.464     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:09.733     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:09.997     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:10.271     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:10.535     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:10.795     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:11.055     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:11.318     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:11.584     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:11.848     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:12.111     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:12.374     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:12.638     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:12.896     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:13.153     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:13.413     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:13.675     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:13.933     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:14.199     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:14.466     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:14.729     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:14.992     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:15.255     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:15.514     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:15.773     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:16.038     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:16.300     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:16.557     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:16.811     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:17.067     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:17.324     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:17.582     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:17.838     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:18.096     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:18.358     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:18.618     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:18.883     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:19.161     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:19.429     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:19.696     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:19.958     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:20.233     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:20.532     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:20.832     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:21.112     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:21.381     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:21.642     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:21.904     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:22.163     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:22.427     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:22.686     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:22.953     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:23.219     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:23.483     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:23.745     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:24.024     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:24.308     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:24.606     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:24.887     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:25.155     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:25.431     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:25.698     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:25.955     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:26.209     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:26.468     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:26.723     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:26.982     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:27.240     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:27.499     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:27.766     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:28.024     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:28.287     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:28.554     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:28.815     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:29.095     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:29.357     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:29.633     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:29.895     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:30.158     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:30.452     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:30.715     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:30.979     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:31.248     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:31.516     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:31.784     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:32.041     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:32.300     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:32.560     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:32.819     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:33.074     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:33.331     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:33.585     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:33.838     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:34.092     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:34.351     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:34.608     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:34.863     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:35.120     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:35.378     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:35.637     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:35.894     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:36.149     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:36.405     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:36.659     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:36.913     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:37.172     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:37.429     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:37.685     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:37.872     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:40.744     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:41.002     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:41.262     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:41.523     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:41.779     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:42.038     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:42.296     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:42.555     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:42.813     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:43.074     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:43.333     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:43.592     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:43.852     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:44.110     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:44.367     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:44.625     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:44.885     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:45.143     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:45.403     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:45.662     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:45.920     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:46.178     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:46.439     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:46.696     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:46.954     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:47.211     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:47.471     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:47.730     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:47.986     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:48.243     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:48.502     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:48.761     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:49.018     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:49.276     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:49.537     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:49.795     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:50.055     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:50.316     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:50.573     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:50.833     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:51.091     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:51.348     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:51.605     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:51.864     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:52.122     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:52.379     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:52.637     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:52.894     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:53.155     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:53.414     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:53.675     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:53.932     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:54.190     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:54.449     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:54.706     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:54.976     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:55.237     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:55.496     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:55.756     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:56.017     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:56.274     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:56.533     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:56.790     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:57.047     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:57.304     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:57.559     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:57.815     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:58.074     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:58.333     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:58.589     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:58.848     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:59.107     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:59.365     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:21:59.625     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:21:59.885     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:00.143     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:00.404     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:00.683     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:00.949     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:01.208     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:01.468     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:01.726     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:01.983     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:02.239     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:02.498     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:02.759     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:03.019     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:03.279     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:03.538     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:03.795     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:04.053     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:04.309     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:04.567     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:04.828     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:05.089     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:05.349     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:05.609     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:05.867     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:06.122     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:06.381     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:06.639     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:06.900     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:07.155     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:07.412     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:07.670     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:07.928     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:08.182     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:08.440     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:08.698     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:08.956     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:09.214     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:09.472     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:09.731     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:09.988     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:10.247     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:10.509     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:10.765     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:11.030     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:11.291     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:11.564     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:11.827     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:12.087     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:12.347     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:12.615     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:12.882     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:13.151     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:13.423     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:13.685     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:13.950     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:14.213     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:14.469     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:14.733     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:14.996     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:15.257     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:15.520     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:15.781     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:16.041     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:16.300     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:16.489     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:16.797     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:17.106     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:17.345     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:17.672     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:18.006     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:18.341     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:18.676     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:19.010     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:19.349     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:19.688     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:20.021     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:20.350     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:20.684     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:21.015     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:21.353     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:21.692     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:22.031     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:22.364     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:22.700     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:23.037     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:23.365     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:23.693     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:24.020     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:24.353     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:24.692     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:25.023     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:25.352     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:25.677     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:26.004     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:26.329     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:26.659     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:26.988     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:27.317     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:27.650     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:27.984     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:28.321     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:28.654     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:28.984     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:29.315     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:29.654     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:29.987     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:30.328     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:30.670     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:31.007     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:31.337     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:31.690     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:32.030     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:32.370     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:32.703     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:33.039     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:33.368     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:33.705     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:34.064     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:34.406     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:34.754     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:35.108     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:35.458     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:35.828     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:36.188     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:36.528     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:36.908     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:37.304     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:37.680     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:38.025     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:38.361     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:38.717     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:39.072     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:39.423     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:39.754     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:40.082     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:40.421     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:40.810     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:41.156     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:41.489     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:41.831     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:42.182     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:42.532     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:42.866     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:43.196     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:43.531     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:43.861     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:44.193     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:44.524     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:44.858     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:45.196     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:45.544     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:45.888     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:46.283     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:46.755     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:47.144     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:47.568     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:47.957     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:48.305     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:48.637     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:48.968     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:49.326     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:49.670     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:50.003     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:50.358     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:50.738     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:51.088     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:51.437     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:51.772     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:52.121     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:52.488     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:52.836     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:53.185     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:53.530     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:53.863     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:54.201     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:54.538     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:54.865     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:55.194     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:55.526     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:55.854     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:56.189     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:56.519     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:56.850     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:57.179     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:57.508     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:57.836     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:58.168     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:58.503     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:22:58.829     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:59.158     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:59.487     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:22:59.810     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:00.138     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:00.467     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:00.808     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:01.142     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:01.476     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:01.803     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:02.127     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:02.455     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:02.789     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:03.121     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:03.444     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:03.765     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:03.949     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:04.190     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:04.523     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:04.860     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:05.193     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:05.534     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:05.870     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:06.201     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:06.540     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:06.876     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:07.208     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:23:07.545     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:07.879     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:08.208     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:08.542     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:08.871     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:09.201     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:09.529     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:09.857     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:10.184     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:10.512     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:10.839     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:11.169     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:11.500     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:11.829     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:12.155     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:12.485     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:12.813     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:13.141     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:13.470     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:13.799     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:14.127     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:14.455     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:14.783     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:15.112     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:15.440     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:15.773     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:16.106     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:23:16.435     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:16.763     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:17.092     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:17.421     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:17.748     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:18.085     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:18.417     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:18.745     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:19.074     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:19.402     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:19.731     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:20.060     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:20.390     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:20.721     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:21.051     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:21.386     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:21.728     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:22.065     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:22.408     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:22.736     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:23.079     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:23.427     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:23.768     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:24.100     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:24.438     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:24.775     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:25.116     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:23:25.458     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:25.800     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:26.149     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:26.492     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:26.832     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:27.175     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:27.510     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:27.851     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:28.190     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:28.534     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:28.873     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:29.218     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:29.565     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:29.915     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:30.258     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:30.587     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:30.915     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:31.257     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:31.603     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:31.940     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:32.279     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:32.617     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:32.962     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:33.299     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:33.635     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:33.975     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:34.321     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:23:34.654     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:34.979     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:35.304     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:35.640     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:35.974     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:36.306     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:36.632     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:36.969     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:37.304     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:37.645     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:37.989     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:38.328     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:38.663     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:38.999     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:39.338     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:39.684     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:40.020     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:40.375     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:40.711     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:41.051     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:41.384     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:41.716     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:42.055     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:42.391     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:42.728     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:43.062     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:43.393     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:23:43.725     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:44.060     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:44.385     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:44.714     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:45.037     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:45.368     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:45.696     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:46.020     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:46.353     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:46.677     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:47.006     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:47.336     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:47.665     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:47.991     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:48.320     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:48.652     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:48.985     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:49.329     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:49.662     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:49.988     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:50.174     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:23:57.404     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:12.919     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:23.813     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.001     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.044     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.061     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:24:24.062     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.080     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.081     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.228     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:24.903     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:25.026     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:25.719     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:28.755     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:28.945     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:28.988     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.009     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.009     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.027     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.028     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.175     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.864     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:29.989     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:30.687     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.687     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.875     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.917     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.935     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.936     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.953     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:33.954     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:34.098     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:34.777     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:24:34.900     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:35.593     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.571     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.755     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.795     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.813     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.814     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.836     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.838     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:38.981     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:39.661     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:39.785     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:40.457     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.441     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.630     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.671     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.691     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.692     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.710     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.711     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:43.856     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:44.551     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:44.673     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:45.361     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.281     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.474     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:24:48.517     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.536     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.537     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.557     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.558     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:48.697     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:49.362     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:49.481     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:50.154     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.085     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.266     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.307     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.324     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.325     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.343     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.344     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:53.479     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:54.141     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:54.260     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:54.936     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:57.933     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.118     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.157     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.174     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.175     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.193     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:58.194     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:24:58.332     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:59.003     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:59.121     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:24:59.801     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:04.309     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:10.350     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:12.537     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:12.540     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:15.248     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:15.444     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:16.780     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:16.904     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.200     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.321     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.327     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.333     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.347     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_copy01.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.348     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.361     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_copy01.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:18.362     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:21.523     INFO:      wavelength: 3258 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:21.543     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:21.546     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:23.943     INFO:      wavelength: 1815 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:23.955     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:25:23.956     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-05 14:25:23.971     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:27:22.915     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:27:46.609     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:27:55.099     INFO:      wavelength: Principle order number is 52 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:03.318     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:03.334     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:20.898     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.318     INFO:             log: Less than 5 overlaps verified as good,setting wavelength solution to None. fiber=1 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.319     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.320     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.321     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.321     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.322     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:21.428     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:29.825    ERROR:      wavelength: All zeros for image.wavelengths for fiber 1.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:29.829     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:29.833     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-05 14:28:39.693     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "import argparse\n",
-    "from banzai.context import Context\n",
-    "from banzai.main import add_settings_to_context\n",
-    "def parse_args(settings, extra_console_arguments=None, parser_description='Process LCO data.'):\n",
-    "    \"\"\"Parse arguments, including default command line argument, and set the overall log level\"\"\"\n",
-    "\n",
-    "    parser = argparse.ArgumentParser(description=parser_description)\n",
-    "\n",
-    "    parser.add_argument(\"--processed-path\", default='/archive/engineering',\n",
-    "                        help='Top level directory where the processed data will be stored')\n",
-    "    parser.add_argument(\"--log-level\", default='info', choices=['debug', 'info', 'warning',\n",
-    "                                                                'critical', 'fatal', 'error'])\n",
-    "    parser.add_argument('--post-to-archive', dest='post_to_archive', action='store_true', default=False)\n",
-    "    parser.add_argument('--no-file-cache', dest='no_file_cache', action='store_true', default=False,\n",
-    "                        help='Turn off saving files to disk')\n",
-    "    parser.add_argument('--post-to-elasticsearch', dest='post_to_elasticsearch', action='store_true',\n",
-    "                        default=False)\n",
-    "    parser.add_argument('--fpack', dest='fpack', action='store_true', default=False,\n",
-    "                        help='Fpack the output files?')\n",
-    "    parser.add_argument('--override-missing-calibrations', dest='override_missing', action='store_true', default=False,\n",
-    "                        help='Continue processing a file even if a master calibration does not exist?')\n",
-    "    parser.add_argument('--rlevel', dest='reduction_level', default=91, type=int, help='Reduction level')\n",
-    "    parser.add_argument('--db-address', dest='db_address',\n",
-    "                        default='mysql://cmccully:password@localhost/test',\n",
-    "                        help='Database address: Should be in SQLAlchemy form')\n",
-    "    parser.add_argument('--elasticsearch-url', dest='elasticsearch_url',\n",
-    "                        default='http://elasticsearch.lco.gtn:9200')\n",
-    "    parser.add_argument('--es-index', dest='elasticsearch_qc_index', default='banzai_qc',\n",
-    "                        help='ElasticSearch index to use for QC results')\n",
-    "    parser.add_argument('--es-doc-type', dest='elasticsearch_doc_type', default='qc',\n",
-    "                        help='Elasticsearch document type for QC records')\n",
-    "    parser.add_argument('--no-bpm', dest='no_bpm', default=False, action='store_true',\n",
-    "                        help='Do not use a bad pixel mask to reduce data (BPM contains all zeros)')\n",
-    "    parser.add_argument('--use-only-older-calibrations', dest='use_only_older_calibrations', default=False,\n",
-    "                        action='store_true', help='Only use calibrations that were created before the start of the block')\n",
-    "    parser.add_argument('--preview-mode', dest='preview_mode', default=False, action='store_true',\n",
-    "                        help='Save the reductions to the preview directory')\n",
-    "    parser.add_argument('--max-tries', dest='max_tries', default=5,\n",
-    "                        help='Maximum number of times to try to process a frame')\n",
-    "    parser.add_argument('--broker-url', dest='broker_url',\n",
-    "                        help='URL for the FITS broker service.')\n",
-    "\n",
-    "    if extra_console_arguments is None:\n",
-    "        extra_console_arguments = []\n",
-    "    for argument in extra_console_arguments:\n",
-    "        parser.add_argument(*argument['args'], **argument['kwargs'])\n",
-    "    args = parser.parse_args(args=[])\n",
+    "# choose which files we will download for our test dataset.\n",
+    "bpm_filename = 'bpm-lsc-nres01-fl09-20180215.fits.fz'\n",
+    "test_filenames = ['lscnrs01-fl09-20180313-0001-w00.fits.fz', 'lscnrs01-fl09-20180313-0002-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0003-w00.fits.fz', 'lscnrs01-fl09-20180313-0004-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0005-w00.fits.fz', 'lscnrs01-fl09-20180313-0006-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0007-a00.fits.fz', 'lscnrs01-fl09-20180313-0008-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0009-w00.fits.fz', 'lscnrs01-fl09-20180313-0010-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0011-w00.fits.fz', 'lscnrs01-fl09-20180313-0012-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0013-w00.fits.fz', 'lscnrs01-fl09-20180313-0014-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0015-w00.fits.fz', 'lscnrs01-fl09-20180313-0016-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0017-w00.fits.fz', 'lscnrs01-fl09-20180313-0018-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0019-a00.fits.fz', 'lscnrs01-fl09-20180313-0020-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0021-a00.fits.fz', 'lscnrs01-fl09-20180313-0022-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0023-a00.fits.fz', 'lscnrs01-fl09-20180313-0042-b00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0043-b00.fits.fz', 'lscnrs01-fl09-20180313-0044-b00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0045-b00.fits.fz', 'lscnrs01-fl09-20180313-0046-b00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0047-d00.fits.fz', 'lscnrs01-fl09-20180313-0048-d00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0049-d00.fits.fz', 'lscnrs01-fl09-20180313-0028-e00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0029-e00.fits.fz', 'lscnrs01-fl09-20180313-0030-e00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0031-e00.fits.fz']\n",
     "\n",
-    "    add_settings_to_context(args, settings)\n",
-    "    return Context(args)"
+    "bpm_frame_id = '22529799'\n",
+    "test_frame_ids = ['8148793', '8148822', '8148805', '8148824', '8148826', '8148876', '8148898',\n",
+    "                  '8148932', '8148960', '8148978', '8149024', '8149104', '8149068', '8149090',\n",
+    "                  '8149128', '8149173', '8149217', '8151252', '8149314', '8149388', '8149469',\n",
+    "                  '8149547', '8149570', '8156341', '8156360', '8156366', '8156376', '8156385',\n",
+    "                  '8156433', '8156500', '8156560', '8151997', '8152050', '8152110', '8152153']"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# set up the context object.\n",
-    "context = parse_args(settings)"
+    "# Copy the data into the correct directory\n",
+    "for test_filename, frame_id in zip(test_filenames, test_frame_ids):\n",
+    "    archive_url = f'https://archive-api.lco.global/frames/{frame_id}'\n",
+    "    frame_info = requests.get(archive_url).json()\n",
+    "    with open(os.path.join(raw_data_dir, test_filename), 'wb') as f:\n",
+    "        f.write(requests.get(frame_info['url']).content)\n",
+    "        \n",
+    "archive_url = f'https://archive-api.lco.global/frames/{bpm_frame_id}'\n",
+    "frame_info = requests.get(archive_url).json()\n",
+    "with open(os.path.join(bpm_dir, bpm_filename), 'wb') as f:\n",
+    "    f.write(requests.get(frame_info['url']).content)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Initialize the db and context object for the rest of the pipeline\n",
+    "-----------------------------------------------------------------"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from astropy.utils.data import get_pkg_data_filename\n",
-    "from banzai.celery import app, schedule_calibration_stacking\n",
-    "from banzai.dbs import get_session\n",
-    "import argparse\n",
-    "from banzai import dbs\n",
-    "from types import ModuleType\n",
-    "from datetime import datetime\n",
-    "from dateutil.parser import parse\n",
-    "from astropy.io import fits\n",
-    "from glob import glob\n",
-    "import logging\n",
-    "#from banzai_nres.tests.test_e2e import get_instrument_ids\n",
-    "\n",
-    "logger = logging.getLogger('banzai')\n",
-    "\n",
-    "TEST_PACKAGE = 'banzai_nres.tests'\n",
-    "\n",
-    "DATA_ROOT= settings.processed_path \n",
-    "SITES = [os.path.basename(site_path) for site_path in glob(os.path.join(DATA_ROOT, '???'))]\n",
-    "INSTRUMENTS = [os.path.join(site, os.path.basename(instrument_path)) for site in SITES\n",
-    "               for instrument_path in glob(os.path.join(os.path.join(DATA_ROOT, site, '*')))]\n",
-    "\n",
-    "DAYS_OBS = [os.path.join(instrument, os.path.basename(dayobs_path)) for instrument in INSTRUMENTS\n",
-    "            for dayobs_path in glob(os.path.join(DATA_ROOT, instrument, '201*'))]\n",
-    "\n",
-    "CONFIGDB_FILENAME = os.path.join(banzai_nres_path, 'banzai_nres/tests/data/data/configdb_example.json')\n",
-    "# distinct files for the line lists for each instrument because otherwise they will not be added to the database\n",
-    "# because .db entries with the same filename are marked as duplicates (see banzai.dbs.save_calibration_info()).\n",
-    "LINE_LIST_FILENAMES = [os.path.join(banzai_nres_path, \n",
-    "                                    'banzai_nres/tests/data/ThAr_atlas_ESO_copy0' + str(c) + '.txt') for c in [1, 2, 3, 4]]\n",
-    "if len(INSTRUMENTS) > len(LINE_LIST_FILENAMES):\n",
-    "    logger.warning(f'Found {len(LINE_LIST_FILENAMES)} line list files')\n",
-    "    logger.warning('Not enough line list txt files for all the instruments that will be added to the database!') | {\"processName\": \"MainProcess\"}"
+    "# set up the context object.\n",
+    "context = banzai.main.parse_args(settings, parse_system_args=False)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from banzai import dbs\n",
-    "\n",
-    "def get_instrument_ids(db_address, names):\n",
-    "    with get_session(db_address) as db_session:\n",
-    "        instruments = []\n",
-    "        for name in names:\n",
-    "            criteria = dbs.Instrument.name == name\n",
-    "            instruments.extend(db_session.query(dbs.Instrument).filter(criteria).all())\n",
-    "    return [instrument.id for instrument in instruments]\n",
-    "\n",
-    "\n",
     "os.system(f'banzai_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
-    "for instrument in INSTRUMENTS:\n",
-    "    for bpm_filename in glob(os.path.join(DATA_ROOT, instrument, 'bpm/*bpm*')):\n",
-    "        logger.info(f'adding bpm {bpm_filename} to the database')\n",
-    "        os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
-    "instrument_ids = get_instrument_ids(os.environ[\"DB_ADDRESS\"], names=['nres01', 'nres02'])\n",
-    "for instrument_id, line_list in zip(instrument_ids, LINE_LIST_FILENAMES[:len(instrument_ids)]):\n",
-    "    logger.info(f'adding line list to the database for instrument with id {str(instrument_id)}')\n",
+    "for bpm_filename in glob('test_data/*/nres??/bpm/*bpm*'):\n",
+    "    logger.info(f'adding bpm {bpm_filename} to the database')\n",
+    "    os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "for i in range(1, 3):\n",
+    "    line_list = pkg_resources.resource_filename('banzai_nres', 'data/')\n",
+    "    logger.info(f'adding line list to the database for instrument with id {i}')\n",
     "    os.system(f'banzai_nres_add_line_list --filename {line_list} --db-address={os.environ[\"DB_ADDRESS\"]} '\n",
-    "              f'--instrument-id {instrument_id}')"
+    "              f'--instrument-id {i}')"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 30,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "from banzai.utils.stage_utils import run_pipeline_stages"
+    "Process and Stack Bias Files\n",
+    "----------------------------"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "bias_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*b00*'))\n",
+    "bias_files = glob(os.path.join('test_data/*/nres??/*/raw/*b00*'))\n",
     "for bias_file in bias_files: \n",
     "    run_pipeline_stages([{'path': bias_file}], context) "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from banzai import dbs\n",
-    "def mark_frames_as_good(raw_filenames): \n",
-    "    logger.info('Marking frames as good for filenames: {filenames}'.format(filenames=raw_filenames)) \n",
-    "    for day_obs in DAYS_OBS: \n",
-    "        for filename in glob(os.path.join(DATA_ROOT, day_obs, 'processed', raw_filenames)): \n",
-    "            dbs.mark_frame(os.path.basename(filename), \"good\", db_address=os.environ['DB_ADDRESS']) \n",
-    "            logger.info('Finished marking frames as good for filenames: {filenames}'.format(filenames=raw_filenames))                   "
+    "def mark_frames_as_good(filenames):\n",
+    "    for filename in glob(f'test_data/*/nres??/*/processed/filenames/{filenames}'):\n",
+    "        dbs.mark_frame(os.path.basename(filename), \"good\", db_address=os.environ['DB_ADDRESS'])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2219,34 +255,33 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from banzai.calibrations import make_master_calibrations"
+    "instrument = dbs.get_instruments_at_site('lsc', settings.db_address)[0]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "instrument = dbs.get_instruments_at_site('lsc', settings.db_address)[0]"
+    "make_master_calibrations(instrument, 'BIAS', '2017-01-01', '2019-01-01', context) "
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 36,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "make_master_calibrations(instrument, 'BIAS', '2017-01-01', '2019-01-01', context) "
+    "Process and Stack Dark Files\n",
+    "----------------------------"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2257,7 +292,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2266,16 +301,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
     "make_master_calibrations(instrument, 'DARK', '2017-01-01', '2019-01-01', context) "
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Process and stack lamp flats. This is where we also solve for the traces and profile.\n",
+    "----------"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2286,16 +329,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
     "make_master_calibrations(instrument, 'LAMPFLAT', '2017-01-01', '2019-01-01', context)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Process and stack arc lamps. Find the wavelength solution\n",
+    "--------"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2306,13 +357,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
     "make_master_calibrations(instrument, 'DOUBLE', '2017-01-01', '2019-01-01', context) "
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Process the science spectra\n",
+    "------"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -2323,6 +382,13 @@
     "for science_file in science_files: \n",
     "    run_pipeline_stages([{'path': science_file}], context)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -2341,7 +407,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.7.5"
   }
  },
  "nbformat": 4,
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 4d7b3ba7..b95cdc1e 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -1,6 +1,6 @@
 from banzai_nres.fibers import fiber_states_from_header
 from banzai.utils.fits_utils import to_fits_image_extension
-from banzai.lco import LCOFrameFactory, LCOObservationFrame, LCOMasterCalibrationFrame, LCOCalibrationFrame
+from banzai.lco import LCOFrameFactory, LCOObservationFrame, LCOCalibrationFrame
 from banzai.frames import ObservationFrame
 from banzai.data import CCDData
 import logging
@@ -14,8 +14,8 @@
 
 
 class NRESObservationFrame(LCOObservationFrame):
-    def __init__(self, hdu_list: list, file_path: str, frame_id: int = None):
-        LCOObservationFrame.__init__(self, hdu_list, file_path, frame_id=frame_id)
+    def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, hdu_order: list = None):
+        LCOObservationFrame.__init__(self, hdu_list, file_path, frame_id=frame_id, hdu_order=hdu_order)
         self.fiber0_lit, self.fiber1_lit, self.fiber2_lit = fiber_states_from_header(self.meta)
 
     def num_lit_fibers(self):
@@ -99,16 +99,10 @@ def wavelengths(self, value):
 
 
 class NRESCalibrationFrame(LCOCalibrationFrame, NRESObservationFrame):
-    def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, grouping_criteria: list = None):
+    def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, grouping_criteria: list = None,
+                 hdu_order: list = None):
         LCOCalibrationFrame.__init__(self, hdu_list, file_path,  grouping_criteria=grouping_criteria)
-        NRESObservationFrame.__init__(self, hdu_list, file_path, frame_id=frame_id)
-
-
-class NRESMasterCalibrationFrame(LCOMasterCalibrationFrame, NRESCalibrationFrame):
-    def __init__(self, images: list, file_path: str, frame_id: int = None, grouping_criteria: list = None):
-        NRESCalibrationFrame.__init__(self, images, file_path, grouping_criteria=grouping_criteria)
-        LCOMasterCalibrationFrame.__init__(self, images, file_path, frame_id=frame_id,
-                                           grouping_criteria=grouping_criteria)
+        NRESObservationFrame.__init__(self, hdu_list, file_path, frame_id=frame_id, hdu_order=hdu_order)
 
 
 class EchelleSpectralCCDData(CCDData):
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index f9300060..e8cea3ce 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -3,7 +3,7 @@
 
 FRAME_FACTORY = 'banzai_nres.frames.NRESFrameFactory'
 
-MASTER_CALIBRATION_FRAME_CLASS = 'banzai_nres.frames.NRESMasterCalibrationFrame'
+CALIBRATION_FRAME_CLASS = 'banzai_nres.frames.NRESCalibrationFrame'
 
 FRAME_SELECTION_CRITERIA = [('type', 'contains', 'NRES')]
 
@@ -129,3 +129,14 @@
 RAW_DATA_AUTH_TOKEN = {'Authorization': f'Token {os.getenv("RAW_DATA_AUTH_TOKEN")}'}
 
 LOSSLESS_EXTENSIONS = ['PROFILE']
+
+REDUCED_DATA_EXTENSION_ORDERING = {'BIAS': ['SPECTRUM', 'BPM', 'ERR'],
+                                   'DARK': ['SPECTRUM', 'BPM', 'ERR'],
+                                   'LAMPFLAT': ['SPECTRUM', 'BPM', 'ERR'],
+                                   'DOUBLE': ['SPECTRUM', 'BPM', 'ERR'],
+                                   'TARGET': ['SPECTRUM', 'BPM', 'ERR', 'TRACES', 'PROFILE', 'BLAZE', 'WAVELENGTH']}
+
+MASTER_CALIBRATION_EXTENSION_ORDER = {'BIAS': ['SPECTRUM', 'BPM', 'ERR'],
+                                      'DARK': ['SPECTRUM', 'BPM', 'ERR'],
+                                      'LAMPFLAT': ['SPECTRUM', 'BPM', 'ERR', 'TRACES', 'PROFILE', 'BLAZE'],
+                                      'DOUBLE': ['SPECTRUM', 'BPM', 'ERR', 'TRACES', 'PROFILE', 'BLAZE', 'WAVELENGTH', 'FEATURES']}
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index d304df13..33a40b9d 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -6,10 +6,9 @@
 from banzai.utils import file_utils
 import time
 from glob import glob
-from astropy.utils.data import get_pkg_data_filename
+import pkg_resources
 from banzai.celery import app, schedule_calibration_stacking
 from banzai.dbs import get_session
-import argparse
 from banzai import dbs
 from types import ModuleType
 from datetime import datetime
@@ -31,11 +30,10 @@
 DAYS_OBS = [os.path.join(instrument, os.path.basename(dayobs_path)) for instrument in INSTRUMENTS
             for dayobs_path in glob(os.path.join(DATA_ROOT, instrument, '201*'))]
 
-TEST_PACKAGE = 'banzai_nres.tests'
-CONFIGDB_FILENAME = get_pkg_data_filename('data/configdb_example.json', TEST_PACKAGE)
+CONFIGDB_FILENAME = pkg_resources.resource_filename('banzai_nres.tests', 'data/configdb_example.json')
 # distinct files for the line lists for each instrument because otherwise they will not be added to the database
 # because .db entries with the same filename are marked as duplicates (see banzai.dbs.save_calibration_info()).
-LINE_LIST_FILENAMES = [get_pkg_data_filename('data/ThAr_atlas_ESO_copy0' + str(c) + '.txt', TEST_PACKAGE) for c in [1, 2, 3, 4]]
+LINE_LIST_FILENAMES = [pkg_resources.resource_filename('banzai_nres.tests', 'data/ThAr_atlas_ESO_copy0' + str(c) + '.txt') for c in [1, 2, 3, 4]]
 if len(INSTRUMENTS) > len(LINE_LIST_FILENAMES):
     logger.warning(f'Found {len(LINE_LIST_FILENAMES)} line list files')
     logger.warning('Not enough line list txt files for all the instruments that will be added to the database!')
@@ -45,7 +43,7 @@ def observation_portal_side_effect(*args, **kwargs):
     site = kwargs['params']['site']
     start = datetime.strftime(parse(kwargs['params']['start_after']).replace(tzinfo=None).date(), '%Y%m%d')
     filename = 'test_obs_portal_response_{site}_{start}.json'.format(site=site, start=start)
-    filename = get_pkg_data_filename('data/{filename}'.format(filename=filename), TEST_PACKAGE)
+    filename = pkg_resources.resource_filename('banzai_nres.tests', f'data/{filename}')
     return FakeResponse(filename)
 
 
@@ -76,19 +74,6 @@ def celery_join():
             break
 
 
-def run_end_to_end_tests():
-    parser = argparse.ArgumentParser()
-    parser.add_argument('--marker', dest='marker', help='PyTest marker to run')
-    parser.add_argument('--junit-file', dest='junit_file', help='Path to junit xml file with results')
-    parser.add_argument('--code-path', dest='code_path', help='Path to directory with setup.py')
-    args = parser.parse_args()
-    os.chdir(args.code_path)
-    command = 'python setup.py test -a "--durations=0 --junitxml={junit_file} -m {marker}"'
-
-    # Bitshift by 8 because Python encodes exit status in the leftmost 8 bits
-    return os.system(command.format(junit_file=args.junit_file, marker=args.marker)) >> 8
-
-
 def run_reduce_individual_frames(raw_filenames):
     logger.info('Reducing individual frames for filenames: {filenames}'.format(filenames=raw_filenames))
     for day_obs in DAYS_OBS:

From 7bae29bfae6e4f1debc06a57bc91ad2a3f81a9d5 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Mon, 18 May 2020 13:57:35 -0700
Subject: [PATCH 154/303] Bugfix to ExampleReduction.ipynb

---
 ExampleReduction.ipynb | 37 +++++++++++--------------------------
 1 file changed, 11 insertions(+), 26 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 94428cff..dc391832 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,41 +48,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-13 13:26:23.015     INFO: <ipython-input-6-b5f82e0b156f>: weird2 | {\"processName\": \"MainProcess\"}\n"
-     ]
-    }
-   ],
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "from banzai import main"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-13 13:26:18.028     INFO: <ipython-input-4-5d7a209232cc>: weird | {\"processName\": \"MainProcess\"}\n"
-     ]
-    }
-   ],
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "logger.info('weird')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -192,6 +176,7 @@
    "outputs": [],
    "source": [
     "# set up the context object.\n",
+    "import banzai\n",
     "context = banzai.main.parse_args(settings, parse_system_args=False)"
    ]
   },
@@ -407,7 +392,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.5"
+   "version": "3.8.2"
   }
  },
  "nbformat": 4,

From 230ae53e9c2fc7d0b4cc6de08cbf252719bbc69c Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Tue, 19 May 2020 12:39:22 -0700
Subject: [PATCH 155/303] Bugfixes to ExampleReduction.ipynb

---
 ExampleReduction.ipynb | 28 +++++-----------------------
 1 file changed, 5 insertions(+), 23 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index dc391832..3c958b3a 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -55,24 +55,6 @@
     "from banzai import main"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "logger.info('weird')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "logger.info('weird2')"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -225,7 +207,7 @@
    "outputs": [],
    "source": [
     "def mark_frames_as_good(filenames):\n",
-    "    for filename in glob(f'test_data/*/nres??/*/processed/filenames/{filenames}'):\n",
+    "    for filename in glob(f'test_data/*/nres??/*/processed/{filenames}'):\n",
     "        dbs.mark_frame(os.path.basename(filename), \"good\", db_address=os.environ['DB_ADDRESS'])"
    ]
   },
@@ -270,7 +252,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "dark_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*d00*'))\n",
+    "dark_files = glob('test_data/*/nres??/*/raw/*d00*')\n",
     "for dark_file in dark_files: \n",
     "    run_pipeline_stages([{'path': dark_file}], context)"
    ]
@@ -307,7 +289,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "flat_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*w00*'))\n",
+    "flat_files = glob('test_data/*/nres??/*/raw/*w00*')\n",
     "for flat_file in flat_files: \n",
     "    run_pipeline_stages([{'path': flat_file}], context)"
    ]
@@ -335,7 +317,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "arc_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*a00*'))\n",
+    "arc_files = glob('test_data/*/nres??/*/raw/*a00*')\n",
     "for arc_file in arc_files: \n",
     "    run_pipeline_stages([{'path': arc_file}], context)"
    ]
@@ -363,7 +345,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "science_files = glob(os.path.join(DATA_ROOT, '*/nres??/*/raw/*e00*'))\n",
+    "science_files = glob('test_data/*/nres??/*/raw/*e00*')\n",
     "for science_file in science_files: \n",
     "    run_pipeline_stages([{'path': science_file}], context)"
    ]

From 6e874bdb3abdb2f95754f8507e9ed176f0fb15a3 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Tue, 19 May 2020 13:06:55 -0700
Subject: [PATCH 156/303] Added missing line list file to this branch

---
 ExampleReduction.ipynb              |   43 +-
 banzai_nres/data/ThAr_atlas_ESO.txt | 2456 +++++++++++++++++++++++++++
 2 files changed, 2488 insertions(+), 11 deletions(-)
 create mode 100644 banzai_nres/data/ThAr_atlas_ESO.txt

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 3c958b3a..1666a7e9 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,16 +48,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-19 12:53:29.890     INFO: <ipython-input-9-63bbfde610cf>: adding bpm test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-19 12:53:31.509     INFO: <ipython-input-9-63bbfde610cf>: adding line list to the database for instrument with id 1 | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-19 12:53:32.782     INFO: <ipython-input-9-63bbfde610cf>: adding line list to the database for instrument with id 2 | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-19 12:59:09.548     INFO:             log: /home/mjohnson/Documents/astro/nres/banzai-nres-own/banzai-nres/banzai_nres/data/ | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-19 12:59:17.561     INFO:             log: /home/mjohnson/Documents/astro/nres/banzai-nres-own/banzai-nres/banzai_nres/data/ | {\"processName\": \"MainProcess\"}\n"
+     ]
+    }
+   ],
    "source": [
     "from banzai import main"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -78,7 +90,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -91,7 +103,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -153,7 +165,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -164,7 +176,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -181,6 +193,15 @@
     "              f'--instrument-id {i}')"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(pkg_resources.resource_filename('banzai_nres', 'data/'))"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
diff --git a/banzai_nres/data/ThAr_atlas_ESO.txt b/banzai_nres/data/ThAr_atlas_ESO.txt
new file mode 100644
index 00000000..1f9531a1
--- /dev/null
+++ b/banzai_nres/data/ThAr_atlas_ESO.txt
@@ -0,0 +1,2456 @@
+        1 2768.842
+        2 2795.531
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+     2338 10102.57
+     2339 10105.07
+     2340 10111.87
+     2341 10117.99
+     2342 10131.36
+     2343 10133.56
+     2344 10137.38
+     2345 10140.43
+     2346 10141.39
+     2347 10144.26
+     2348 10175.00
+     2349 10178.52
+     2350 10180.59
+     2351 10184.53
+     2352 10188.41
+     2353 10211.53
+     2354 10214.43
+     2355 10218.43
+     2356 10223.65
+     2357 10236.02
+     2358 10241.77
+     2359 10247.55
+     2360 10250.68
+     2361 10255.58
+     2362 10257.36
+     2363 10258.16
+     2364 10271.18
+     2365 10272.05
+     2366 10283.11
+     2367 10288.99
+     2368 10301.16
+     2369 10304.07
+     2370 10308.54
+     2371 10314.89
+     2372 10316.89
+     2373 10334.92
+     2374 10343.82
+     2375 10344.28
+     2376 10346.53
+     2377 10349.04
+     2378 10358.16
+     2379 10369.52
+     2380 10377.48
+     2381 10378.14
+     2382 10387.49
+     2383 10403.05
+     2384 10412.99
+     2385 10429.67
+     2386 10436.86
+     2387 10439.50
+     2388 10450.44
+     2389 10459.72
+     2390 10483.36
+     2391 10492.25
+     2392 10494.84
+     2393 10498.49
+     2394 10502.58
+     2395 10512.20
+     2396 10518.18
+     2397 10525.83
+     2398 10527.78
+     2399 10529.98
+     2400 10533.38
+     2401 10536.86
+     2402 10540.21
+     2403 10540.95
+     2404 10545.29
+     2405 10554.83
+     2406 10556.45
+     2407 10565.30
+     2408 10576.35
+     2409 10585.02
+     2410 10587.09
+     2411 10591.34
+     2412 10596.90
+     2413 10601.33
+     2414 10605.45
+     2415 10613.38
+     2416 10615.00
+     2417 10622.54
+     2418 10646.51
+     2419 10664.23
+     2420 10678.36
+     2421 10700.35
+     2422 10703.64
+     2423 10723.92
+     2424 10725.41
+     2425 10726.92
+     2426 10732.24
+     2427 10741.81
+     2428 10744.36
+     2429 10752.47
+     2430 10754.33
+     2431 10772.43
+     2432 10776.98
+     2433 10779.09
+     2434 10785.91
+     2435 10786.36
+     2436 10803.91
+     2437 10804.52
+     2438 10807.34
+     2439 10812.27
+     2440 10820.08
+     2441 10834.17
+     2442 10853.45
+     2443 10862.50
+     2444 10869.96
+     2445 10874.57
+     2446 10890.28
+     2447 10901.18
+     2448 10911.32
+     2449 10913.57
+     2450 10923.72
+     2451 10941.62
+     2452 10948.15
+     2453 10962.88
+     2454 10983.63
+     2455 10990.21
+

From 0813086829c81facb75e2518f8260cf584e7971e Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Tue, 19 May 2020 13:54:20 -0700
Subject: [PATCH 157/303] Attempted more bugfixes

---
 ExampleReduction.ipynb | 36 ++++++++++++------------------------
 setup.py               |  1 +
 2 files changed, 13 insertions(+), 24 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 1666a7e9..a90f9aa0 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,28 +48,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-19 12:53:29.890     INFO: <ipython-input-9-63bbfde610cf>: adding bpm test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-19 12:53:31.509     INFO: <ipython-input-9-63bbfde610cf>: adding line list to the database for instrument with id 1 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-19 12:53:32.782     INFO: <ipython-input-9-63bbfde610cf>: adding line list to the database for instrument with id 2 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-19 12:59:09.548     INFO:             log: /home/mjohnson/Documents/astro/nres/banzai-nres-own/banzai-nres/banzai_nres/data/ | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-19 12:59:17.561     INFO:             log: /home/mjohnson/Documents/astro/nres/banzai-nres-own/banzai-nres/banzai_nres/data/ | {\"processName\": \"MainProcess\"}\n"
-     ]
-    }
-   ],
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "from banzai import main"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -90,7 +78,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -103,7 +91,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -165,7 +153,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -176,7 +164,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -195,7 +183,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/setup.py b/setup.py
index 8f738e5a..30184e86 100644
--- a/setup.py
+++ b/setup.py
@@ -20,6 +20,7 @@
       packages=find_packages(),
       use_scm_version=True,
       package_dir={'banzai_nres': 'banzai_nres'},
+      package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt']},
       setup_requires=['pytest-runner', 'setuptools_scm'],
       install_requires=['banzai>=0.29.0dev', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
                         'statsmodels', 'astropy==4.0', 'xwavecal==0.1.10', 'scipy==1.3.2', 'photutils==0.7.2'],

From 4201c7783a7fcd77f804d5434c7ee74e0a3721d0 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 21 May 2020 11:02:39 -0700
Subject: [PATCH 158/303] added poisson noise stage and set dark's last stage
 to poisson noise initializer.

---
 Dockerfile                |   2 +-
 ExampleReduction.ipynb    | 648 +++++++++++++++++++++++++++++++++++---
 banzai_nres/main.py       |   5 +-
 banzai_nres/settings.py   |   8 +-
 banzai_nres/wavelength.py |   3 +-
 5 files changed, 615 insertions(+), 51 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index afc7d8c0..f91425bc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-227-gc1a58cb
+FROM docker.lco.global/banzai:0.28.9-232-g2a3a84f
 
 USER root
 
diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index a90f9aa0..0e59a1dd 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,16 +48,598 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:54:10.302     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:10.525     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:10.563     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:10.619     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:10.619     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:10.654     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:10.654     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:10.909     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:11.065     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:11.768     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:11.949     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:12.641     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:15.750     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:15.935     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:15.975     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:16.002     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:16.004     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:16.038     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:16.039     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:16.284     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:16.428     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:17.088     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:17.256     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:17.939     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:21.180     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:21.404     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:54:21.443     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:21.472     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:21.472     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:21.506     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:21.507     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:21.761     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:21.917     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:22.595     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:22.762     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:23.432     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:26.643     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:26.833     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:26.871     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:26.900     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:26.901     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:26.934     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:26.935     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:27.188     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:27.340     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:28.027     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:28.203     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:28.904     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:32.086     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:32.268     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:32.305     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:32.332     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:54:32.333     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:32.368     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:32.369     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:32.625     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:32.774     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:33.455     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:33.632     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:34.320     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:37.563     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:37.753     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:37.791     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:37.822     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:37.823     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:37.859     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:37.860     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:38.123     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:38.274     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:38.982     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:39.161     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:39.858     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:43.106     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:43.287     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:43.325     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:43.351     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:43.352     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:43.386     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:43.386     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:54:43.647     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:43.793     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:44.458     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:44.631     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:45.326     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:48.480     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:48.677     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:48.717     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:48.744     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:48.744     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:48.778     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:48.778     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:49.037     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:49.186     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:49.854     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:50.022     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:50.680     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:53.767     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:53.944     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:53.981     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:54.007     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:54.008     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:54.040     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:54.041     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:54.287     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:54.426     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:54:55.085     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:55.252     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:55.940     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:59.043     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:59.269     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:59.307     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:59.335     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:59.336     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:59.370     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:59.371     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:59.615     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:54:59.756     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:00.421     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:00.588     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:01.245     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:04.358     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:04.535     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:04.573     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:04.601     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:04.602     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:04.635     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:04.636     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:04.888     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:05.029     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:05.698     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:05.876     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:55:06.566     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:09.759     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:09.955     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:09.994     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:10.021     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:10.022     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:10.055     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:10.056     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:10.304     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:10.445     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:11.114     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:11.282     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:11.946     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:15.087     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:15.271     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:15.310     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:15.338     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:15.339     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:15.373     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:15.374     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:15.660     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:15.808     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:16.508     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:16.682     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:17.420     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:20.698     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:55:20.877     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:20.917     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:20.948     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:20.949     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:20.984     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:20.985     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:21.258     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:21.403     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:22.091     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:22.262     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:22.973     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:26.286     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:26.468     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:26.505     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:26.532     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:26.532     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:26.566     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:26.567     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:26.816     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:26.966     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:27.674     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:27.847     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:28.556     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:47.613     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"LAMPFLAT\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:55:59.394     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0005-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:02.247     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:02.249     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0018-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:56:06.892     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:07.178     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:08.540     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:08.661     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:09.935     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:10.381     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:10.381     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:10.383     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:10.664     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:10.951     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:11.181     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:11.502     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:11.828     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:12.160     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:12.481     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:12.804     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:13.131     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:13.465     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:13.793     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:14.124     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:14.447     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:14.772     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:15.099     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:15.423     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:15.746     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:16.075     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:56:16.405     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:16.732     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:17.059     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:17.384     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:17.711     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:18.044     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:18.374     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:18.696     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:19.022     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:19.346     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:19.671     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:19.999     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:20.324     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:20.650     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:20.977     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:21.302     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:21.630     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:21.956     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:22.285     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:22.612     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:22.937     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:23.266     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:23.592     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:23.920     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:24.249     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:24.582     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:24.909     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:56:25.236     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:25.562     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:25.888     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:26.211     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:26.540     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:26.866     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:27.187     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:27.512     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:27.835     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:28.163     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:28.504     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:28.840     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:29.172     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:29.501     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:29.825     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:30.153     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:30.486     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:30.814     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:31.137     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:31.460     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:31.782     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:32.105     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:32.429     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:32.752     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:33.076     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:33.398     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:33.721     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:56:34.064     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:34.420     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:34.770     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:35.092     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:35.416     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:35.745     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:36.081     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:36.405     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:36.733     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:37.058     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:37.381     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:37.710     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:38.035     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:38.363     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:38.689     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:39.012     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:39.339     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:39.667     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:39.995     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:40.352     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:40.714     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:41.071     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:41.417     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:41.741     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:42.069     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:42.395     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:42.724     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:56:43.048     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:43.374     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:43.701     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:44.029     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:44.350     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:44.675     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:44.999     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:45.322     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:45.648     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:45.975     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:46.301     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:46.626     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:46.950     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:47.273     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:47.601     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:47.925     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:48.249     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:48.586     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:48.915     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:49.268     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:49.589     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:49.911     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:50.232     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:50.556     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:50.878     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:51.201     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:51.529     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:56:51.851     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:52.170     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:52.492     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:52.814     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:53.136     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:53.457     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:53.784     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:54.106     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:54.429     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:54.758     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:55.086     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:55.408     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:55.724     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:55.912     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:56.154     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:56.476     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:56.800     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:57.128     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:57.455     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:57.782     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:58.114     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:58.442     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:58.774     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:59.103     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:59.431     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:56:59.760     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:00.089     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:57:00.415     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:00.742     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:01.073     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:01.401     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:01.725     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:02.051     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:02.374     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:02.698     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:03.020     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:03.346     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:03.678     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:04.021     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:04.349     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:04.676     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:05.003     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:05.329     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:05.651     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:05.976     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:06.305     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:06.642     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:06.978     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:07.305     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:07.632     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:07.958     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:08.280     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:08.602     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:08.923     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:57:09.252     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:09.582     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:09.911     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:10.262     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:10.601     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:10.954     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:11.288     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:11.615     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:11.947     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:12.274     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:12.599     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:12.925     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:13.252     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:13.578     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:13.906     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:14.241     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:14.568     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:14.891     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:15.225     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:15.581     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:15.910     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:16.233     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:16.555     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:16.879     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:17.214     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:17.549     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:17.891     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:57:18.223     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:18.549     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:18.870     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:19.194     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:19.514     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:19.837     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:20.160     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:20.481     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:20.802     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:21.125     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:21.446     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:21.776     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:22.101     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:22.424     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:22.757     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:23.081     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:23.405     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:23.729     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:24.054     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:24.378     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:24.702     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:25.027     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:25.352     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:25.675     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:25.999     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:26.322     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:26.645     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:57:26.969     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:27.290     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:27.613     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:27.939     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:28.263     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:28.586     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:28.912     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:29.246     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:29.587     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:29.919     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:30.246     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:30.571     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:30.900     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:31.225     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:31.556     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:31.884     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:32.210     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:32.540     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:32.866     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:33.198     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:33.527     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:33.861     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:34.187     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:34.547     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:34.874     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:35.212     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:35.542     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 10:57:35.867     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:36.189     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:36.512     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:36.855     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:37.183     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:37.506     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:37.834     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:38.160     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:38.497     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:38.830     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:39.160     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:39.500     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:39.833     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:40.157     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:40.484     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:40.815     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:41.141     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:41.328     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:57:48.496     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 10:58:04.044     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n"
+     ]
+    }
+   ],
    "source": [
     "from banzai import main"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -78,7 +660,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -91,7 +673,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -130,6 +712,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "# DO NOT RUN ME IF YOU HAVE ALREADY REDUCED THE DATA BEFORE\n",
     "# Copy the data into the correct directory\n",
     "for test_filename, frame_id in zip(test_filenames, test_frame_ids):\n",
     "    archive_url = f'https://archive-api.lco.global/frames/{frame_id}'\n",
@@ -153,7 +736,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -164,30 +747,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
+    "# DO NOT RUN ME IF YOU HAVE ALREADY REDUCED THE DATA BEFORE\n",
     "os.system(f'banzai_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "for bpm_filename in glob('test_data/*/nres??/bpm/*bpm*'):\n",
     "    logger.info(f'adding bpm {bpm_filename} to the database')\n",
-    "    os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
-    "for i in range(1, 3):\n",
-    "    line_list = pkg_resources.resource_filename('banzai_nres', 'data/')\n",
-    "    logger.info(f'adding line list to the database for instrument with id {i}')\n",
-    "    os.system(f'banzai_nres_add_line_list --filename {line_list} --db-address={os.environ[\"DB_ADDRESS\"]} '\n",
-    "              f'--instrument-id {i}')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(pkg_resources.resource_filename('banzai_nres', 'data/'))"
+    "    os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ[\"DB_ADDRESS\"]}')"
    ]
   },
   {
@@ -200,7 +770,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -211,7 +781,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -222,7 +792,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -231,7 +801,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -240,7 +810,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -257,7 +827,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -268,7 +838,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -277,7 +847,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -294,7 +864,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -305,7 +875,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -322,7 +892,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -333,7 +903,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -383,7 +953,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.2"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/banzai_nres/main.py b/banzai_nres/main.py
index 1070d7fa..5b11cce9 100644
--- a/banzai_nres/main.py
+++ b/banzai_nres/main.py
@@ -13,10 +13,7 @@
 import celery
 import celery.bin.beat
 from banzai.utils import date_utils, import_utils
-from banzai_nres.wavelength import LineListLoader
-from datetime import datetime
-from banzai import calibrations, dbs, logs, context
-from astropy.time import Time
+from banzai import calibrations, dbs, logs
 
 import logging
 import argparse
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 0286ed12..308205e1 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -13,6 +13,7 @@
                   'banzai.gain.GainNormalizer',
                   'banzai.trim.Trimmer',
                   'banzai.bias.BiasSubtractor',
+                  'banzai.uncertainty.PoissonInitializer',
                   'banzai.dark.DarkSubtractor',
                   'banzai_nres.flats.FlatLoader',
                   'banzai_nres.background.BackgroundSubtractor',
@@ -51,7 +52,7 @@
 CALIBRATION_IMAGE_TYPES = ['BPM', 'BIAS', 'DARK', 'LAMPFLAT', 'DOUBLE']
 
 LAST_STAGE = {'BIAS': 'banzai.trim.Trimmer',
-              'DARK': 'banzai.bias.BiasSubtractor',
+              'DARK': 'banzai.uncertainty.PoissonInitializer',
               'LAMPFLAT': 'banzai.dark.DarkSubtractor',
               'DOUBLE': 'banzai.dark.DarkSubtractor',
               'TARGET': None,
@@ -145,10 +146,7 @@
                                 'ERR': 'float32',
                                 'BPM': 'uint8',
                                 'SPECTRUM': 'float32',
-                                'TRACES': 'int32',
+                                'TRACES': 'int32',  # try uint8
                                 'PROFILE': 'float32',
                                 'WAVELENGTH': 'float64',
-                                'BLAZE': 'float32',  # bin table HDU so not sure if this is right.
-                                'FEATURES': 'float32',  # bin table HDU so not sure if this is right.
-                                '1DSPEC': 'float32',  # bin table HDU so not sure if this is right.
                                 }
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 1568c170..31b24776 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -166,8 +166,7 @@ class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
-    # TODO change nsigma to 20 or 15 once hangups in overlap fitting are figured out.
-    nsigma = 50.0  # minimum signal to noise @ peak flux for a feature to be counted.
+    nsigma = 10.0  # minimum signal to noise @ peak flux for a feature to be counted.
     fwhm = 6.0  # minimum feature size in pixels for the feature to be counted.
 
     def do_stage(self, image):

From dec8fde1db84d1d8e0117638a161f9df292b07d6 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 21 May 2020 11:52:42 -0700
Subject: [PATCH 159/303] removed output from cells. reduced line min signal to
 noise to reflect the accurate s/n calculation.

---
 ExampleReduction.ipynb    | 628 ++------------------------------------
 banzai_nres/wavelength.py |   2 +-
 2 files changed, 24 insertions(+), 606 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 0e59a1dd..2317cc53 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,598 +48,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:54:10.302     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:10.525     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:10.563     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:10.619     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:10.619     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:10.654     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:10.654     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:10.909     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:11.065     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:11.768     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:11.949     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:12.641     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:15.750     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:15.935     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:15.975     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:16.002     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:16.004     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:16.038     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:16.039     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:16.284     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:16.428     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:17.088     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:17.256     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:17.939     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:21.180     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:21.404     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:54:21.443     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:21.472     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:21.472     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:21.506     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:21.507     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:21.761     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:21.917     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:22.595     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:22.762     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:23.432     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:26.643     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:26.833     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:26.871     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:26.900     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:26.901     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:26.934     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:26.935     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:27.188     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:27.340     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:28.027     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:28.203     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:28.904     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:32.086     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:32.268     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:32.305     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:32.332     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:54:32.333     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:32.368     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:32.369     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:32.625     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:32.774     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:33.455     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:33.632     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:34.320     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:37.563     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:37.753     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:37.791     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:37.822     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:37.823     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:37.859     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:37.860     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:38.123     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:38.274     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:38.982     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:39.161     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:39.858     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:43.106     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:43.287     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:43.325     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:43.351     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:43.352     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:43.386     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:43.386     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:54:43.647     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:43.793     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:44.458     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:44.631     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:45.326     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:48.480     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:48.677     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:48.717     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:48.744     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:48.744     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:48.778     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:48.778     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:49.037     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:49.186     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:49.854     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:50.022     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:50.680     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:53.767     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:53.944     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:53.981     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:54.007     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:54.008     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:54.040     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:54.041     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:54.287     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:54.426     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:54:55.085     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:55.252     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:55.940     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:59.043     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:59.269     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:59.307     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:59.335     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:59.336     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:59.370     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:59.371     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:59.615     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:54:59.756     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:00.421     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:00.588     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:01.245     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:04.358     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:04.535     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:04.573     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:04.601     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:04.602     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:04.635     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:04.636     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:04.888     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:05.029     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:05.698     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:05.876     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:55:06.566     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:09.759     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:09.955     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:09.994     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:10.021     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:10.022     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:10.055     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:10.056     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:10.304     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:10.445     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:11.114     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:11.282     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:11.946     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:15.087     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:15.271     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:15.310     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:15.338     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:15.339     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:15.373     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:15.374     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:15.660     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:15.808     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:16.508     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:16.682     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:17.420     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:20.698     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:55:20.877     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:20.917     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:20.948     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:20.949     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:20.984     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:20.985     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:21.258     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:21.403     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:22.091     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:22.262     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:22.973     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:26.286     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:26.468     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:26.505     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:26.532     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:26.532     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:26.566     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:26.567     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:26.816     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:26.966     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:27.674     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:27.847     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:28.556     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:47.613     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"LAMPFLAT\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:55:59.394     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0005-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:02.247     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:02.249     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0018-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:56:06.892     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:07.178     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:08.540     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:08.661     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:09.935     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:10.381     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:10.381     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:10.383     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:10.664     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:10.951     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:11.181     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:11.502     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:11.828     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:12.160     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:12.481     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:12.804     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:13.131     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:13.465     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:13.793     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:14.124     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:14.447     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:14.772     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:15.099     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:15.423     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:15.746     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:16.075     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:56:16.405     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:16.732     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:17.059     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:17.384     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:17.711     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:18.044     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:18.374     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:18.696     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:19.022     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:19.346     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:19.671     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:19.999     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:20.324     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:20.650     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:20.977     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:21.302     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:21.630     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:21.956     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:22.285     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:22.612     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:22.937     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:23.266     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:23.592     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:23.920     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:24.249     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:24.582     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:24.909     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:56:25.236     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:25.562     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:25.888     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:26.211     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:26.540     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:26.866     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:27.187     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:27.512     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:27.835     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:28.163     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:28.504     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:28.840     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:29.172     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:29.501     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:29.825     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:30.153     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:30.486     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:30.814     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:31.137     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:31.460     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:31.782     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:32.105     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:32.429     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:32.752     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:33.076     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:33.398     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:33.721     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:56:34.064     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:34.420     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:34.770     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:35.092     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:35.416     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:35.745     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:36.081     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:36.405     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:36.733     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:37.058     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:37.381     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:37.710     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:38.035     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:38.363     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:38.689     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:39.012     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:39.339     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:39.667     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:39.995     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:40.352     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:40.714     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:41.071     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:41.417     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:41.741     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:42.069     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:42.395     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:42.724     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:56:43.048     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:43.374     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:43.701     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:44.029     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:44.350     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:44.675     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:44.999     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:45.322     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:45.648     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:45.975     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:46.301     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:46.626     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:46.950     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:47.273     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:47.601     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:47.925     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:48.249     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:48.586     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:48.915     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:49.268     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:49.589     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:49.911     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:50.232     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:50.556     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:50.878     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:51.201     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:51.529     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:56:51.851     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:52.170     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:52.492     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:52.814     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:53.136     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:53.457     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:53.784     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:54.106     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:54.429     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:54.758     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:55.086     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:55.408     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:55.724     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:55.912     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:56.154     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:56.476     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:56.800     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:57.128     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:57.455     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:57.782     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:58.114     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:58.442     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:58.774     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:59.103     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:59.431     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:56:59.760     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:00.089     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:57:00.415     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:00.742     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:01.073     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:01.401     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:01.725     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:02.051     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:02.374     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:02.698     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:03.020     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:03.346     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:03.678     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:04.021     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:04.349     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:04.676     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:05.003     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:05.329     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:05.651     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:05.976     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:06.305     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:06.642     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:06.978     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:07.305     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:07.632     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:07.958     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:08.280     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:08.602     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:08.923     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:57:09.252     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:09.582     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:09.911     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:10.262     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:10.601     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:10.954     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:11.288     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:11.615     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:11.947     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:12.274     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:12.599     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:12.925     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:13.252     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:13.578     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:13.906     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:14.241     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:14.568     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:14.891     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:15.225     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:15.581     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:15.910     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:16.233     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:16.555     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:16.879     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:17.214     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:17.549     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:17.891     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:57:18.223     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:18.549     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:18.870     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:19.194     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:19.514     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:19.837     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:20.160     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:20.481     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:20.802     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:21.125     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:21.446     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:21.776     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:22.101     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:22.424     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:22.757     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:23.081     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:23.405     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:23.729     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:24.054     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:24.378     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:24.702     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:25.027     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:25.352     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:25.675     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:25.999     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:26.322     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:26.645     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:57:26.969     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:27.290     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:27.613     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:27.939     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:28.263     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:28.586     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:28.912     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:29.246     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:29.587     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:29.919     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:30.246     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:30.571     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:30.900     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:31.225     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:31.556     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:31.884     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:32.210     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:32.540     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:32.866     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:33.198     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:33.527     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:33.861     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:34.187     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:34.547     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:34.874     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:35.212     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:35.542     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 10:57:35.867     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:36.189     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:36.512     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:36.855     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:37.183     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:37.506     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:37.834     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:38.160     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:38.497     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:38.830     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:39.160     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:39.500     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:39.833     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:40.157     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:40.484     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:40.815     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:41.141     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:41.328     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:57:48.496     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 10:58:04.044     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n"
-     ]
-    }
-   ],
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "from banzai import main"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -660,7 +78,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -673,7 +91,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -736,7 +154,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -747,7 +165,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -770,7 +188,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -781,7 +199,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -792,7 +210,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -801,7 +219,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -810,7 +228,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -827,7 +245,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -838,7 +256,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -847,7 +265,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -864,7 +282,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -875,7 +293,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -892,7 +310,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -903,7 +321,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 31b24776..59d43605 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -166,7 +166,7 @@ class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
-    nsigma = 10.0  # minimum signal to noise @ peak flux for a feature to be counted.
+    nsigma = 15.0  # minimum signal to noise @ peak flux for a feature to be counted.
     fwhm = 6.0  # minimum feature size in pixels for the feature to be counted.
 
     def do_stage(self, image):

From a5c7c271eaf774e7a73b3a84a871590e9a9dcf31 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 21 May 2020 12:32:35 -0700
Subject: [PATCH 160/303] commit with too low of a flux tol. Guaranteed to fail
 wcs, but at least will not hang so that jenkins runs forever.

---
 ExampleReduction.ipynb    | 127 ++++++++++++++++++++++++++++++++++----
 banzai_nres/profile.py    |   1 +
 banzai_nres/wavelength.py |   4 +-
 3 files changed, 118 insertions(+), 14 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 2317cc53..19a1c7cb 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,16 +48,116 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 12:26:23.125     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:29.452     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:31.758     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:31.760     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:34.516     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:34.668     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:35.979     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:36.105     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:37.398     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:37.522     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:37.528     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:37.533     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:37.541     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:37.543     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:37.551     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:37.552     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:40.914     INFO:      wavelength: 3752 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:40.935     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:40.937     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:43.447     INFO:      wavelength: 2107 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:43.459     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:43.461     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:26:43.474     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:20.228     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:26.298     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:28.541     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:28.543     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 12:31:31.335     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:31.488     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:32.803     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:32.925     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:34.223     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:34.347     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:34.353     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:34.361     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:34.371     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:34.372     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:34.381     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:34.382     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:37.836     INFO:      wavelength: 3752 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:37.858     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:37.860     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:40.377     INFO:      wavelength: 2107 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:40.390     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:40.392     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:40.407     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.016     INFO:             log: Less than 5 overlaps verified as good,setting wavelength solution to None. fiber=1 | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.018     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.020     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.020     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.021     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.022     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.023     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.260     INFO:             log: Less than 5 overlaps verified as good,setting wavelength solution to None. fiber=1 | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.262     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.263     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.263     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.264     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-05-21 12:31:43.265     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.373    ERROR:      wavelength: All zeros for image.wavelengths for fiber 0.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.374    ERROR:      wavelength: All zeros for image.wavelengths for fiber 1.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.375     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.389     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.548     INFO:             log: Less than 5 overlaps verified as good,setting wavelength solution to None. fiber=1 | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.550     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.550     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.551     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.552     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.553     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.554     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.663     INFO:             log: Less than 5 overlaps verified as good,setting wavelength solution to None. fiber=1 | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.664     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.665     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.666     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.667     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.668     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.773    ERROR:      wavelength: All zeros for image.wavelengths for fiber 0.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.775    ERROR:      wavelength: All zeros for image.wavelengths for fiber 1.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.776     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:43.781     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-05-21 12:31:51.935     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n"
+     ]
+    }
+   ],
    "source": [
     "from banzai import main"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -78,7 +178,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -91,7 +191,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -154,7 +254,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -219,7 +319,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -321,10 +421,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
+    "import banzai_nres\n",
+    "banzai_nres.wavelength.OVERLAP_SETTINGS = {'min_num_overlaps': 5, 'overlap_linear_scale_range': (0.5, 2), 'flux_tol': 0.1, 'max_red_overlap': 1000, 'max_blue_overlap': 2000}\n",
+    "\n",
     "make_master_calibrations(instrument, 'DOUBLE', '2017-01-01', '2019-01-01', context) "
    ]
   },
diff --git a/banzai_nres/profile.py b/banzai_nres/profile.py
index 2dd90eda..2c14e086 100644
--- a/banzai_nres/profile.py
+++ b/banzai_nres/profile.py
@@ -25,6 +25,7 @@ def do_stage(self, image):
             image.profile[this_trace] /= image.profile[this_trace].sum(axis=0)
 
             # Divide the original image by best fit spline (Pixel-to-pixel sensitivity)
+            # TODO: propagate the division of blaze and profile to the uncertainties of the image!!!
             image.data[this_trace] /= blaze
             image.data[this_trace] /= image.profile[this_trace]
             # Normalize the pixel-to-pixel sensitivity by the median
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 59d43605..4b4daae3 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -23,7 +23,7 @@
                              4: [0]}
 
 # TODO refactor xwavecal so that we dont need this. We only need to set flux_tol to 0.5
-OVERLAP_SETTINGS = {'min_num_overlaps': 5, 'overlap_linear_scale_range': (0.5, 2), 'flux_tol': 0.5, 'max_red_overlap': 1000, 'max_blue_overlap': 2000}
+OVERLAP_SETTINGS = {'min_num_overlaps': 5, 'overlap_linear_scale_range': (0.5, 2), 'flux_tol': 0.1, 'max_red_overlap': 1000, 'max_blue_overlap': 2000}
 
 
 class ArcStacker(CalibrationStacker):
@@ -166,7 +166,7 @@ class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
-    nsigma = 15.0  # minimum signal to noise @ peak flux for a feature to be counted.
+    nsigma = 40.0  # minimum signal to noise @ peak flux for a feature to be counted.
     fwhm = 6.0  # minimum feature size in pixels for the feature to be counted.
 
     def do_stage(self, image):

From 6994b5fb0632d0566bc1d3dfd89659bf30de23f5 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 21 May 2020 14:38:32 -0700
Subject: [PATCH 161/303] fixed line identification algorithm find_features()
 so that signal to noise cuts work. Still hanging on fit_overlaps, so flux tol
 is set to 0.1 to get tests to pass in the interim.

---
 ExampleReduction.ipynb                | 130 +++-----------------------
 banzai_nres/utils/wavelength_utils.py |   4 +-
 banzai_nres/wavelength.py             |  28 ++++--
 3 files changed, 37 insertions(+), 125 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 19a1c7cb..77afbc6b 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,116 +48,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 12:26:23.125     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:29.452     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:31.758     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:31.760     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:34.516     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:34.668     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:35.979     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:36.105     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:37.398     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:37.522     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:37.528     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:37.533     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:37.541     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:37.543     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:37.551     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:37.552     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:40.914     INFO:      wavelength: 3752 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:40.935     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:40.937     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:43.447     INFO:      wavelength: 2107 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:43.459     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:43.461     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:26:43.474     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:20.228     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:26.298     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:28.541     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:28.543     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 12:31:31.335     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:31.488     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:32.803     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:32.925     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:34.223     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:34.347     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:34.353     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:34.361     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:34.371     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:34.372     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:34.381     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:34.382     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:37.836     INFO:      wavelength: 3752 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:37.858     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:37.860     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:40.377     INFO:      wavelength: 2107 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:40.390     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:40.392     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:40.407     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.016     INFO:             log: Less than 5 overlaps verified as good,setting wavelength solution to None. fiber=1 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.018     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.020     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.020     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.021     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.022     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.023     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.260     INFO:             log: Less than 5 overlaps verified as good,setting wavelength solution to None. fiber=1 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.262     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.263     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.263     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.264     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-05-21 12:31:43.265     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.373    ERROR:      wavelength: All zeros for image.wavelengths for fiber 0.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.374    ERROR:      wavelength: All zeros for image.wavelengths for fiber 1.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.375     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.389     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.548     INFO:             log: Less than 5 overlaps verified as good,setting wavelength solution to None. fiber=1 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.550     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.550     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.551     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.552     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.553     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.554     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.663     INFO:             log: Less than 5 overlaps verified as good,setting wavelength solution to None. fiber=1 | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.664     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.665     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.666     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.667     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.668     INFO:             log: No fibers found with non None WavelengthSolution objects. Aborting this stage. | {\"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.773    ERROR:      wavelength: All zeros for image.wavelengths for fiber 0.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.775    ERROR:      wavelength: All zeros for image.wavelengths for fiber 1.0. Will not refine wavelengths. | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.776     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:43.781     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-05-21 12:31:51.935     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n"
-     ]
-    }
-   ],
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "from banzai import main"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -178,7 +78,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -191,7 +91,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -254,7 +154,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -319,7 +219,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -421,14 +321,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "import banzai_nres\n",
-    "banzai_nres.wavelength.OVERLAP_SETTINGS = {'min_num_overlaps': 5, 'overlap_linear_scale_range': (0.5, 2), 'flux_tol': 0.1, 'max_red_overlap': 1000, 'max_blue_overlap': 2000}\n",
+    "from banzai_nres import wavelength\n",
+    "wavelength.OVERLAP_SETTINGS = {'min_num_overlaps': 5, 'overlap_linear_scale_range': (0.5, 2), 'flux_tol': 0.3, 'max_red_overlap': 1000, 'max_blue_overlap': 2000}\n",
     "\n",
-    "make_master_calibrations(instrument, 'DOUBLE', '2017-01-01', '2019-01-01', context) "
+    "make_master_calibrations(instrument, 'DOUBLE', '2017-01-01', '2019-01-01', context)"
    ]
   },
   {
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index 59e5840a..620e6060 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -20,8 +20,8 @@ def identify_features(data, err, mask=None, nsigma=2., fwhm=6.0, **kwargs):
              catalog of features (e.g. emission lines). features['xcentroid'][j] gives the horizontal pixel position
              of the jth feature. features['ycentroid'][j] gives the y pixel (vertical) position of the jth feature.
     """
-    daofind = DAOStarFinder(fwhm=fwhm, threshold=np.nanmin(err) * nsigma, exclude_border=True, **kwargs)
-    features = daofind(data, mask=mask)
+    daofind = DAOStarFinder(fwhm=fwhm, threshold=nsigma, exclude_border=True, **kwargs)
+    features = daofind(data/err, mask=mask)
     if features is None:
         features = Table({'xcentroid': [], 'ycentroid': [], 'flux': []})
     features['pixel'] = features['xcentroid']  # because xwavecal uses 'pixel' as the coordinate key.
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 4b4daae3..f00f2735 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -112,7 +112,9 @@ def refine_wavelengths(self, image):
         for fiber in list(set(fiber_ids)):
             this_fiber = image.features['fiber'] == fiber
             if np.all(np.isnan(image.features['wavelength'][this_fiber])) or np.all(np.isclose(image.features['wavelength'][this_fiber], 0)):
-                logger.error('All zeros for image.wavelengths for fiber {0}. Will not refine wavelengths.'.format(fiber), image=image)
+                logger.error('All zeros for image.wavelengths for fiber {0}. Will not refine '
+                             'wavelengths and marking image as bad.'.format(fiber), image=image)
+                image.is_bad = True
                 continue
 
             m0 = get_principle_order_number(np.arange(*self.M0_RANGE), image.features[this_fiber])
@@ -166,27 +168,37 @@ class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
-    nsigma = 40.0  # minimum signal to noise @ peak flux for a feature to be counted.
-    fwhm = 6.0  # minimum feature size in pixels for the feature to be counted.
+    nsigma = 20.0  # minimum signal to noise for the feature (sum of flux / sqrt(sum of error^2) within the aperture)
+    # where the aperture is a circular aperture of radius fwhm.
+    fwhm = 6.0  # fwhm estimate of the elliptical gaussian PSF for each feature
 
     def do_stage(self, image):
         # identify emission feature (pixel, order) positions.
-        features = identify_features(image.data, image.uncertainty, image.mask, nsigma=self.nsigma, fwhm=self.fwhm)
+        features = identify_features(image.data, image.uncertainty, image.mask, nsigma=self.nsigma/2, fwhm=self.fwhm)
         features = group_features_by_trace(features, image.traces)
         features = features[features['id'] != 0]  # throw out features that are outside of any trace.
         logger.info('{0} emission features found on this image'.format(len(features)), image=image)
-        if len(features) == 0:
-            logger.error('No emission features found on this image!', image=image)
         # get total flux in each emission feature. For now just sum_circle, although we should use sum_ellipse.
         features['flux'], features['fluxerr'], _ = sep.sum_circle(image.data, features['xcentroid'], features['ycentroid'],
                                                                   self.fwhm, gain=1.0, err=image.uncertainty, mask=image.mask)
-        features['centroid_err'] = self.fwhm / np.sqrt(features['flux'])
-
         if image.blaze is not None:
             logger.info('Blaze correcting emission feature fluxes', image=image)
             # blaze correct the emission features fluxes. This speeds up and improves overlap fitting in xwavecal.
             features['corrected_flux'] = features['flux'] / image.blaze['blaze'][features['id'] - 1,
                                                                                  np.array(features['xcentroid'], dtype=int)]
+
+        # TODO calculations/cuts that identify_features() should ideally do automatically:
+        # calculate the error in the centroids provided by identify_features()
+        features['centroid_err'] = self.fwhm / np.sqrt(features['flux'])
+        # Select which features to keep
+        valid_features = features['flux']/features['fluxerr'] > self.nsigma
+        features = features[valid_features]
+
+        # report statistics
+        logger.info('{0} emission features on this image will be used'.format(len(features)), image=image)
+        if len(features) == 0:
+            logger.error('No emission features found on this image!', image=image)
+
         image.features = features
         return image
 

From ff61882928e3e98efc584461dc9f7849d0b7f7e2 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Fri, 22 May 2020 10:43:40 -0700
Subject: [PATCH 162/303] update logger in notebook. Added max lines to
 Identify Features. Wavelength calibration working on test data set.

---
 ExampleReduction.ipynb    |  7 ++-----
 banzai_nres/wavelength.py | 14 +++++++++-----
 setup.py                  |  2 +-
 3 files changed, 12 insertions(+), 11 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 77afbc6b..5c42fb6b 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -42,8 +42,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "set_log_level('DEBUG')\n",
-    "logger = logging.getLogger('banzai')"
+    "logger = logging.getLogger('banzai_nres')\n",
+    "logger.setLevel(10) # set logging to debug"
    ]
   },
   {
@@ -325,9 +325,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from banzai_nres import wavelength\n",
-    "wavelength.OVERLAP_SETTINGS = {'min_num_overlaps': 5, 'overlap_linear_scale_range': (0.5, 2), 'flux_tol': 0.3, 'max_red_overlap': 1000, 'max_blue_overlap': 2000}\n",
-    "\n",
     "make_master_calibrations(instrument, 'DOUBLE', '2017-01-01', '2019-01-01', context)"
    ]
   },
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index f00f2735..4b10de75 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -7,6 +7,7 @@
 from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, get_principle_order_number
 from xwavecal.wavelength import find_feature_wavelengths, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
+from astropy.table import vstack
 
 import sep
 import logging
@@ -23,7 +24,7 @@
                              4: [0]}
 
 # TODO refactor xwavecal so that we dont need this. We only need to set flux_tol to 0.5
-OVERLAP_SETTINGS = {'min_num_overlaps': 5, 'overlap_linear_scale_range': (0.5, 2), 'flux_tol': 0.1, 'max_red_overlap': 1000, 'max_blue_overlap': 2000}
+OVERLAP_SETTINGS = {'min_num_overlaps': 5, 'overlap_linear_scale_range': (0.5, 2), 'flux_tol': 0.4, 'max_red_overlap': 1000, 'max_blue_overlap': 2000}
 
 
 class ArcStacker(CalibrationStacker):
@@ -84,8 +85,7 @@ class WavelengthCalibrate(Stage):
     We re-wavelength calibrate from scratch if the image does not have a pre-existing wavelength solution.
     We lightly recalibrate the wavelength calibration if the image has a pre-existing wavelength solution.
     """
-    # TODO change to (40, 60) once hangups are figured out in overlap fitting.
-    M0_RANGE = (49, 53)  # range of possible values for the integer principle order number.
+    M0_RANGE = (48, 55)  # range of possible values for the integer principle order number.
 
     def do_stage(self, image):
         image.features = self.init_feature_labels(image.num_traces, image.features)
@@ -168,9 +168,10 @@ class IdentifyFeatures(Stage):
     """
     Stage to identify all sharp emission-like features on an Arc lamp frame.
     """
-    nsigma = 20.0  # minimum signal to noise for the feature (sum of flux / sqrt(sum of error^2) within the aperture)
+    nsigma = 15.0  # minimum signal to noise for the feature (sum of flux / sqrt(sum of error^2) within the aperture)
     # where the aperture is a circular aperture of radius fwhm.
     fwhm = 6.0  # fwhm estimate of the elliptical gaussian PSF for each feature
+    num_features_max = 6000  # maximum number of features to keep. Will keep the num_features_max highest S/N features.
 
     def do_stage(self, image):
         # identify emission feature (pixel, order) positions.
@@ -190,9 +191,12 @@ def do_stage(self, image):
         # TODO calculations/cuts that identify_features() should ideally do automatically:
         # calculate the error in the centroids provided by identify_features()
         features['centroid_err'] = self.fwhm / np.sqrt(features['flux'])
-        # Select which features to keep
+        # Keep features that pass the signal to noise check.
         valid_features = features['flux']/features['fluxerr'] > self.nsigma
         features = features[valid_features]
+        # Keep the highest S/N features
+        features = features[np.argsort(features['flux']/features['fluxerr'])[::-1]]
+        features = features[:int(self.num_features_max)]
 
         # report statistics
         logger.info('{0} emission features on this image will be used'.format(len(features)), image=image)
diff --git a/setup.py b/setup.py
index 03ae716c..dbb483af 100644
--- a/setup.py
+++ b/setup.py
@@ -23,7 +23,7 @@
       package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt']},
       setup_requires=['pytest-runner', 'setuptools_scm'],
       install_requires=['banzai>=0.29.0dev', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
-                        'statsmodels', 'astropy==4.0', 'xwavecal==0.1.10', 'scipy==1.3.2', 'photutils==0.7.2'],
+                        'statsmodels', 'astropy==4.0', 'xwavecal==0.1.11', 'scipy==1.3.2', 'photutils==0.7.2'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',
                                         'banzai_nres_run_realtime_pipeline=banzai_nres.main:nres_run_realtime_pipeline',

From 73b96b3220bfde0728c5749f3e180ffbe967149b Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Fri, 22 May 2020 10:45:55 -0700
Subject: [PATCH 163/303] fixed test with sort before comparison

---
 banzai_nres/tests/test_wavelength.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index 14f05238..39bdcbe4 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -51,6 +51,7 @@ def test_do_stage(self):
         stage = IdentifyFeatures(input_context)
         stage.fwhm, stage.nsigma = self.sigma, 0.5
         image = stage.do_stage(image)
+        image.features.sort('pixel')
         assert np.allclose(image.features['corrected_flux'], image.features['flux'] / blaze_factor, rtol=1E-4)
         assert np.allclose(image.features['pixel'], self.xcoords, atol=0.001)
         assert np.allclose(image.features['ycentroid'], self.ycoords, atol=0.001)
@@ -65,6 +66,7 @@ def test_do_stage_no_blaze(self):
         stage = IdentifyFeatures(input_context)
         stage.fwhm, stage.nsigma = self.sigma, 0.5
         image = stage.do_stage(image)
+        image.features.sort('pixel')
         assert np.allclose(image.features['pixel'], self.xcoords, atol=0.001)
         assert np.allclose(image.features['ycentroid'], self.ycoords, atol=0.001)
         assert np.allclose(image.features['id'], 1)

From 9b34d37f138242a3ccfba7eab3bf38a719eecd94 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 1 Jun 2020 11:34:57 -0700
Subject: [PATCH 164/303] added import for Table

---
 banzai_nres/tests/test_e2e.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 4579f0f2..e10a8c16 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -15,6 +15,7 @@
 from datetime import datetime
 from dateutil.parser import parse
 from astropy.io import fits
+from astropy.table import Table
 
 import logging
 

From ee7224fbbeb29bb76e2f9a34a837a934a3b74e2f Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 1 Jun 2020 11:56:00 -0700
Subject: [PATCH 165/303] proper example reduction notebook.

---
 ExampleReduction.ipynb    | 1639 +++++++++----------------------------
 banzai_nres/wavelength.py |    2 +-
 2 files changed, 380 insertions(+), 1261 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index f2e80a85..5c42fb6b 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -1,1260 +1,379 @@
-
-
-
-
-
-<!DOCTYPE html>
-<html lang="en">
-  <head>
-    <meta charset="utf-8">
-  <link rel="dns-prefetch" href="https://github.githubassets.com">
-  <link rel="dns-prefetch" href="https://avatars0.githubusercontent.com">
-  <link rel="dns-prefetch" href="https://avatars1.githubusercontent.com">
-  <link rel="dns-prefetch" href="https://avatars2.githubusercontent.com">
-  <link rel="dns-prefetch" href="https://avatars3.githubusercontent.com">
-  <link rel="dns-prefetch" href="https://github-cloud.s3.amazonaws.com">
-  <link rel="dns-prefetch" href="https://user-images.githubusercontent.com/">
-
-
-
-  <link crossorigin="anonymous" media="all" integrity="sha512-veKG2ootplNGLwNEW5It4+lJXwpdOVR1Ry4MBDNvdgL6OgBkiAXaZAZnIKkw6sIygnfGqQhR5q7UdS1llqd6/g==" rel="stylesheet" href="https://github.githubassets.com/assets/frameworks-bde286da8a2da653462f03445b922de3.css" />
-  
-    <link crossorigin="anonymous" media="all" integrity="sha512-iOE2yI4flq0MgwIhgk4tgog2A3LuuWqOM/G7Akx732FT1lPsGaGiwFhIjrPSs/N0ck5MfRAkWf+OQyVoGsyVGQ==" rel="stylesheet" href="https://github.githubassets.com/assets/github-88e136c88e1f96ad0c830221824e2d82.css" />
-    
-    
-    
-    
-
-
-  <meta name="viewport" content="width=device-width">
-  
-  <title>banzai-nres/ExampleReduction.ipynb at feature/line_list_in_pkg_data · LCOGT/banzai-nres</title>
-    <meta name="description" content="BANZAI Data Reduction Pipeline for NRES. Contribute to LCOGT/banzai-nres development by creating an account on GitHub.">
-    <link rel="search" type="application/opensearchdescription+xml" href="/opensearch.xml" title="GitHub">
-  <link rel="fluid-icon" href="https://github.com/fluidicon.png" title="GitHub">
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-              <h4 class="f6 text-normal my-3">Suggestions:</h4>
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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "os.environ['OPENTSDB_PYTHON_METRICS_TEST_MODE'] = 'True'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from banzai.calibrations import make_master_calibrations\n",
+    "import requests\n",
+    "from banzai_nres import settings\n",
+    "from banzai import dbs\n",
+    "from banzai.utils.stage_utils import run_pipeline_stages\n",
+    "import logging\n",
+    "from banzai.logs import set_log_level\n",
+    "from glob import glob\n",
+    "\n",
+    "import pkg_resources"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Setup logging and some settings show we know where the DB should be.\n",
+    "------"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "logger = logging.getLogger('banzai_nres')\n",
+    "logger.setLevel(10) # set logging to debug"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from banzai import main"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "os.environ['DB_ADDRESS'] = 'sqlite:///test_data/test.db'\n",
+    "\n",
+    "settings.processed_path= os.path.join(os.getcwd(), 'test_data')\n",
+    "settings.fpack=True\n",
+    "settings.db_address = os.environ['DB_ADDRESS']"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Download some test data from the archive\n",
+    "----------------------------------------"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# make directories for the test dataset.\n",
+    "raw_data_dir = 'test_data/lsc/nres01/20180313/raw'\n",
+    "os.makedirs(raw_data_dir, exist_ok=True)\n",
+    "bpm_dir = 'test_data/lsc/nres01/bpm/'\n",
+    "os.makedirs(bpm_dir, exist_ok=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# choose which files we will download for our test dataset.\n",
+    "bpm_filename = 'bpm-lsc-nres01-fl09-20180215.fits.fz'\n",
+    "test_filenames = ['lscnrs01-fl09-20180313-0001-w00.fits.fz', 'lscnrs01-fl09-20180313-0002-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0003-w00.fits.fz', 'lscnrs01-fl09-20180313-0004-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0005-w00.fits.fz', 'lscnrs01-fl09-20180313-0006-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0007-a00.fits.fz', 'lscnrs01-fl09-20180313-0008-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0009-w00.fits.fz', 'lscnrs01-fl09-20180313-0010-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0011-w00.fits.fz', 'lscnrs01-fl09-20180313-0012-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0013-w00.fits.fz', 'lscnrs01-fl09-20180313-0014-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0015-w00.fits.fz', 'lscnrs01-fl09-20180313-0016-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0017-w00.fits.fz', 'lscnrs01-fl09-20180313-0018-w00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0019-a00.fits.fz', 'lscnrs01-fl09-20180313-0020-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0021-a00.fits.fz', 'lscnrs01-fl09-20180313-0022-a00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0023-a00.fits.fz', 'lscnrs01-fl09-20180313-0042-b00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0043-b00.fits.fz', 'lscnrs01-fl09-20180313-0044-b00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0045-b00.fits.fz', 'lscnrs01-fl09-20180313-0046-b00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0047-d00.fits.fz', 'lscnrs01-fl09-20180313-0048-d00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0049-d00.fits.fz', 'lscnrs01-fl09-20180313-0028-e00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0029-e00.fits.fz', 'lscnrs01-fl09-20180313-0030-e00.fits.fz',\n",
+    "                  'lscnrs01-fl09-20180313-0031-e00.fits.fz']\n",
+    "\n",
+    "bpm_frame_id = '22529799'\n",
+    "test_frame_ids = ['8148793', '8148822', '8148805', '8148824', '8148826', '8148876', '8148898',\n",
+    "                  '8148932', '8148960', '8148978', '8149024', '8149104', '8149068', '8149090',\n",
+    "                  '8149128', '8149173', '8149217', '8151252', '8149314', '8149388', '8149469',\n",
+    "                  '8149547', '8149570', '8156341', '8156360', '8156366', '8156376', '8156385',\n",
+    "                  '8156433', '8156500', '8156560', '8151997', '8152050', '8152110', '8152153']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# DO NOT RUN ME IF YOU HAVE ALREADY REDUCED THE DATA BEFORE\n",
+    "# Copy the data into the correct directory\n",
+    "for test_filename, frame_id in zip(test_filenames, test_frame_ids):\n",
+    "    archive_url = f'https://archive-api.lco.global/frames/{frame_id}'\n",
+    "    frame_info = requests.get(archive_url).json()\n",
+    "    with open(os.path.join(raw_data_dir, test_filename), 'wb') as f:\n",
+    "        f.write(requests.get(frame_info['url']).content)\n",
+    "        \n",
+    "archive_url = f'https://archive-api.lco.global/frames/{bpm_frame_id}'\n",
+    "frame_info = requests.get(archive_url).json()\n",
+    "with open(os.path.join(bpm_dir, bpm_filename), 'wb') as f:\n",
+    "    f.write(requests.get(frame_info['url']).content)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Initialize the db and context object for the rest of the pipeline\n",
+    "-----------------------------------------------------------------"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# set up the context object.\n",
+    "import banzai\n",
+    "context = banzai.main.parse_args(settings, parse_system_args=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# DO NOT RUN ME IF YOU HAVE ALREADY REDUCED THE DATA BEFORE\n",
+    "os.system(f'banzai_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "for bpm_filename in glob('test_data/*/nres??/bpm/*bpm*'):\n",
+    "    logger.info(f'adding bpm {bpm_filename} to the database')\n",
+    "    os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ[\"DB_ADDRESS\"]}')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Process and Stack Bias Files\n",
+    "----------------------------"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "bias_files = glob(os.path.join('test_data/*/nres??/*/raw/*b00*'))\n",
+    "for bias_file in bias_files: \n",
+    "    run_pipeline_stages([{'path': bias_file}], context) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def mark_frames_as_good(filenames):\n",
+    "    for filename in glob(f'test_data/*/nres??/*/processed/{filenames}'):\n",
+    "        dbs.mark_frame(os.path.basename(filename), \"good\", db_address=os.environ['DB_ADDRESS'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mark_frames_as_good('*b91*')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "instrument = dbs.get_instruments_at_site('lsc', settings.db_address)[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "make_master_calibrations(instrument, 'BIAS', '2017-01-01', '2019-01-01', context) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Process and Stack Dark Files\n",
+    "----------------------------"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dark_files = glob('test_data/*/nres??/*/raw/*d00*')\n",
+    "for dark_file in dark_files: \n",
+    "    run_pipeline_stages([{'path': dark_file}], context)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mark_frames_as_good('*d91*')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "make_master_calibrations(instrument, 'DARK', '2017-01-01', '2019-01-01', context) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Process and stack lamp flats. This is where we also solve for the traces and profile.\n",
+    "----------"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "flat_files = glob('test_data/*/nres??/*/raw/*w00*')\n",
+    "for flat_file in flat_files: \n",
+    "    run_pipeline_stages([{'path': flat_file}], context)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "make_master_calibrations(instrument, 'LAMPFLAT', '2017-01-01', '2019-01-01', context)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Process and stack arc lamps. Find the wavelength solution\n",
+    "--------"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "arc_files = glob('test_data/*/nres??/*/raw/*a00*')\n",
+    "for arc_file in arc_files: \n",
+    "    run_pipeline_stages([{'path': arc_file}], context)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "make_master_calibrations(instrument, 'DOUBLE', '2017-01-01', '2019-01-01', context)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Process the science spectra\n",
+    "------"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "science_files = glob('test_data/*/nres??/*/raw/*e00*')\n",
+    "for science_file in science_files: \n",
+    "    run_pipeline_stages([{'path': science_file}], context)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 559048fb..06def21c 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -172,7 +172,7 @@ class IdentifyFeatures(Stage):
     nsigma = 15.0  # minimum signal to noise for the feature (sum of flux / sqrt(sum of error^2) within the aperture)
     # where the aperture is a circular aperture of radius fwhm.
     fwhm = 6.0  # fwhm estimate of the elliptical gaussian PSF for each feature
-    num_features_max = 6000  # maximum number of features to keep. Will keep the num_features_max highest S/N features.
+    num_features_max = 4000  # maximum number of features to keep. Will keep the num_features_max highest S/N features.
 
     def do_stage(self, image):
         # identify emission feature (pixel, order) positions.

From a557470af13524de0447ee90db14bb0ef3bea762 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 1 Jun 2020 11:57:14 -0700
Subject: [PATCH 166/303] returned n lines max, did not mean to change.

---
 banzai_nres/wavelength.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 06def21c..559048fb 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -172,7 +172,7 @@ class IdentifyFeatures(Stage):
     nsigma = 15.0  # minimum signal to noise for the feature (sum of flux / sqrt(sum of error^2) within the aperture)
     # where the aperture is a circular aperture of radius fwhm.
     fwhm = 6.0  # fwhm estimate of the elliptical gaussian PSF for each feature
-    num_features_max = 4000  # maximum number of features to keep. Will keep the num_features_max highest S/N features.
+    num_features_max = 6000  # maximum number of features to keep. Will keep the num_features_max highest S/N features.
 
     def do_stage(self, image):
         # identify emission feature (pixel, order) positions.

From ab9a2b29026335e2c972e2c6d745d592f10821ec Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 1 Jun 2020 12:49:26 -0700
Subject: [PATCH 167/303] reduced nmax to 4000, now both fibers succeed on both
 stacked arcs in the test set.

---
 banzai_nres/wavelength.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 559048fb..06def21c 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -172,7 +172,7 @@ class IdentifyFeatures(Stage):
     nsigma = 15.0  # minimum signal to noise for the feature (sum of flux / sqrt(sum of error^2) within the aperture)
     # where the aperture is a circular aperture of radius fwhm.
     fwhm = 6.0  # fwhm estimate of the elliptical gaussian PSF for each feature
-    num_features_max = 6000  # maximum number of features to keep. Will keep the num_features_max highest S/N features.
+    num_features_max = 4000  # maximum number of features to keep. Will keep the num_features_max highest S/N features.
 
     def do_stage(self, image):
         # identify emission feature (pixel, order) positions.

From 199fa30105015b7fe43524a149d62aff783ac976 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 3 Jun 2020 11:43:35 -0700
Subject: [PATCH 168/303] PEP8 fix in identify_features. Refactor in ipynb
 notebook. Added docstrings.

---
 ExampleReduction.ipynb                | 8 ++++----
 banzai_nres/frames.py                 | 1 +
 banzai_nres/utils/wavelength_utils.py | 2 +-
 banzai_nres/wavelength.py             | 4 ++++
 4 files changed, 10 insertions(+), 5 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 5c42fb6b..479f52f7 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -42,8 +42,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "logger = logging.getLogger('banzai_nres')\n",
-    "logger.setLevel(10) # set logging to debug"
+    "set_log_level('DEBUG')\n",
+    "logger = logging.getLogger('banzai')"
    ]
   },
   {
@@ -130,7 +130,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# DO NOT RUN ME IF YOU HAVE ALREADY REDUCED THE DATA BEFORE\n",
+    "# THIS DOWNLOADS A NEW DATA SET. DO NOT RUN IF YOU HAVE ALREADY DOWNLOADED THE DATA\n",
     "# Copy the data into the correct directory\n",
     "for test_filename, frame_id in zip(test_filenames, test_frame_ids):\n",
     "    archive_url = f'https://archive-api.lco.global/frames/{frame_id}'\n",
@@ -169,7 +169,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# DO NOT RUN ME IF YOU HAVE ALREADY REDUCED THE DATA BEFORE\n",
+    "# THIS MAKES A FRESH DATABASE. DO NOT RUN ME UNLESS YOU WANT TO DELETE YOUR test.db AND MAKE A FRESH ONE\n",
     "os.system(f'banzai_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 7e407c53..ff087ab1 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -161,6 +161,7 @@ def wavelengths(self):
 
     @wavelengths.setter
     def wavelengths(self, value):
+        # Initialize wavelengths to zeros. See note in banzai_nres.wavelength.WavelengthCalibrate() for explanation.
         self._wavelengths = self._init_array(value)
 
     @property
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index 620e6060..7d4e927c 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -21,7 +21,7 @@ def identify_features(data, err, mask=None, nsigma=2., fwhm=6.0, **kwargs):
              of the jth feature. features['ycentroid'][j] gives the y pixel (vertical) position of the jth feature.
     """
     daofind = DAOStarFinder(fwhm=fwhm, threshold=nsigma, exclude_border=True, **kwargs)
-    features = daofind(data/err, mask=mask)
+    features = daofind(data / err, mask=mask)
     if features is None:
         features = Table({'xcentroid': [], 'ycentroid': [], 'flux': []})
     features['pixel'] = features['xcentroid']  # because xwavecal uses 'pixel' as the coordinate key.
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 06def21c..9ab709bb 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -85,6 +85,10 @@ class WavelengthCalibrate(Stage):
     Stage to recalibrate wavelength-calibration (e.g. arc lamp) frames.
     We re-wavelength calibrate from scratch if the image does not have a pre-existing wavelength solution.
     We lightly recalibrate the wavelength calibration if the image has a pre-existing wavelength solution.
+
+    NOTE: Pixels that are uncalibrated (e.g. regions of the CCD chip where there is not actually any spectrum present,
+    or if the calibration failed on one or both fibers) are assigned a ZERO wavelength. This is because zeros compress
+    well in fits fpack. So a pixel with a Zero means that pixel has an UNDEFINED (uncalibrated) wavelength.
     """
     M0_RANGE = (48, 55)  # range of possible values for the integer principle order number.
 

From aaf8c7a1ee8b0bcfbff260ba465f96c0207072a5 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 3 Jun 2020 11:50:13 -0700
Subject: [PATCH 169/303] added wavelength to lossless extension type.

---
 banzai_nres/settings.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 308205e1..4332fd22 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -129,7 +129,7 @@
 RAW_DATA_FRAME_URL = os.getenv('RAW_DATA_FRAME_URL', ARCHIVE_API_ROOT)
 RAW_DATA_AUTH_TOKEN = {'Authorization': f'Token {os.getenv("RAW_DATA_AUTH_TOKEN")}'}
 
-LOSSLESS_EXTENSIONS = ['PROFILE']
+LOSSLESS_EXTENSIONS = ['PROFILE', 'WAVELENGTH']
 
 REDUCED_DATA_EXTENSION_ORDERING = {'BIAS': ['SPECTRUM', 'BPM', 'ERR'],
                                    'DARK': ['SPECTRUM', 'BPM', 'ERR'],

From f10ccafc7c2a5fb037e9be1a864518945407c8b4 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 3 Jun 2020 13:10:16 -0700
Subject: [PATCH 170/303] more clear dummy wavelengths image in unit tests.

---
 banzai_nres/tests/test_extract.py | 21 ++++++++++++---------
 1 file changed, 12 insertions(+), 9 deletions(-)

diff --git a/banzai_nres/tests/test_extract.py b/banzai_nres/tests/test_extract.py
index 8cb74432..e87f01f4 100644
--- a/banzai_nres/tests/test_extract.py
+++ b/banzai_nres/tests/test_extract.py
@@ -29,6 +29,7 @@ def test_unit_weights_extraction(self):
         image = two_order_image()
         image.weights = np.ones_like(image.data)
         expected_extracted_flux = np.max(image.data) * 3
+        expected_extracted_wavelength = np.max(image.wavelengths)
         expected_extracted_uncertainty = np.sqrt(3) * np.max(image.data)
         input_context = context.Context({})
 
@@ -37,12 +38,12 @@ def test_unit_weights_extraction(self):
         spectrum = output_image.spectrum
 
         assert np.allclose(spectrum['flux'][0], expected_extracted_flux)
-        assert np.allclose(spectrum['wavelength'][0], 10)
+        assert np.allclose(spectrum['wavelength'][0], expected_extracted_wavelength)
         assert np.allclose(spectrum['uncertainty'][0], expected_extracted_uncertainty)
         assert np.allclose(spectrum['id'][0], 1)
 
         assert np.allclose(spectrum['flux'][1][1:-1], expected_extracted_flux)
-        assert np.allclose(spectrum['wavelength'][1][1:-1], 20)
+        assert np.allclose(spectrum['wavelength'][1][1:-1], expected_extracted_wavelength)
         assert np.allclose(spectrum['flux'][1][[0, -1]], 0)
         assert np.allclose(spectrum['uncertainty'][1:-1], expected_extracted_uncertainty)
         assert np.allclose(spectrum['uncertainty'][1][[0, -1]], 0)
@@ -52,6 +53,7 @@ def test_unit_weights_extraction(self):
     def test_extract_in_poisson_regime(self):
         trace_width, number_traces = 20, 10
         image = five_hundred_square_image(50000, number_traces, trace_width)
+        expected_extracted_wavelength = np.max(image.wavelengths)
         image2 = NRESObservationFrame([EchelleSpectralCCDData(data=image.data, uncertainty=image.uncertainty,
                                                               wavelengths=image.wavelengths,
                                                               meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
@@ -66,8 +68,8 @@ def test_extract_in_poisson_regime(self):
         optimal_image = stage2.do_stage(image)
         box_image = stage2.do_stage(image2)
         assert np.allclose(optimal_image.spectrum['flux'], box_image.spectrum['flux'], rtol=0.05)
-        assert np.allclose(optimal_image.spectrum['wavelength'][0][100:-100], 10)
-        assert np.allclose(optimal_image.spectrum['wavelength'][2][100:-100], 30)
+        assert np.allclose(optimal_image.spectrum['wavelength'][0][100:-100], expected_extracted_wavelength)
+        assert np.allclose(optimal_image.spectrum['wavelength'][2][100:-100], expected_extracted_wavelength)
         assert np.allclose(optimal_image.spectrum['uncertainty'], box_image.spectrum['uncertainty'], rtol=0.05)
 
     @pytest.mark.integration
@@ -140,9 +142,10 @@ def two_order_image():
     data = np.ones_like(traces, dtype=float)
     data[~np.isclose(traces, 0)] = 100.
     uncertainty = 1. * data
-    image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty, wavelengths=10*traces,
+    wavelengths = np.ones_like(traces) * 5  # dummy wavelengths image that has values distinct from flux and traces.
+    image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty,
+                                                         wavelengths=wavelengths, traces=traces,
                                                          meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
-    image.traces = traces
     return image
 
 
@@ -161,8 +164,8 @@ def five_hundred_square_image(maxflux,number_traces,trace_width, read_noise=10):
     data += np.random.poisson(data)
     data += np.random.normal(0.0, read_noise, size=data.shape)
     uncertainty = np.sqrt(data + read_noise ** 2)
-
-    image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty, wavelengths=10*traces,
+    wavelengths = np.ones_like(traces) * 5  # dummy wavelengths image that has values distinct from flux and traces.
+    image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty, traces=traces,
+                                                         profile=profile, wavelengths=wavelengths,
                                                          meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
-    image.traces, image.profile = traces, profile
     return image

From efe1347825103a1124a7481e842cbb27723ad4e9 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 4 Jun 2020 12:17:41 -0700
Subject: [PATCH 171/303] updated docker file.

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index f91425bc..03c083c0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-232-g2a3a84f
+FROM docker.lco.global/banzai:0.28.9-244-g758dfd3
 
 USER root
 

From 091559730ed41ac8eda32c26f469839dfb1021e7 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 5 Jun 2020 17:24:29 -0400
Subject: [PATCH 172/303] Initial commit for RV's. Not stable.

---
 banzai_nres/data/g2v_template.fits | Bin 0 -> 10008000 bytes
 banzai_nres/rv.py                  |  76 +++++++++++++++++++++++++++++
 setup.py                           |   2 +-
 3 files changed, 77 insertions(+), 1 deletion(-)
 create mode 100644 banzai_nres/data/g2v_template.fits
 create mode 100644 banzai_nres/rv.py

diff --git a/banzai_nres/data/g2v_template.fits b/banzai_nres/data/g2v_template.fits
new file mode 100644
index 0000000000000000000000000000000000000000..714ab528a9051abfb3078eb29588356d2ff9214b
GIT binary patch
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zXn83<zgjQ0vuL$J-j_I9eS@{s=b+V=9JG^GJLKG4wAzC`hA)9uKmUq$)9U2wXk4y*
zfAHJ_w3k+wrG2!z{w8`ht!~P>CDH0Oo_D@Ew91!za4xOx%d95T>Vf?CIIQfi9&Jab
z(CV?QOR2PaG6<bctAEy`Gidcd*1Aku-I04FK&vZqT#Ht}Mxa53{gpW~4sFxwfZRt5
zX|?}r^degQR203KR>$%C5#Lf;T}VMMqt&g>=;gF3!1LONQ<nWz5g&SmTG{e_9N$W{
zvdhZ-wMwn*^6#TptCd}03wn)O*%flpYt_mwFXy&St?Upy$Aww;S7olD*Q=FXLe|v{
zYGoJlqBqj&!3XF~w36S)`Lbwr5zjc^W?CJWuep_0KOR8K<>K?J-5b!^wAxV~okOeb
zZ=tu->bt_|9kluZ`(fWsS{?ijy^B`IWd3*4>a5Hs4lAEuUH%@O%elH?qxW#G?#Mm3
zmvfb0fZoTsx{ZC5Z$Ibif~;2uI9J>6qYrYfKCOZV74}yqs2}=}T3JKNq4U%#@X=!Q
zVYTx2_!xaetuh|V`gu&P(l-u4A6Kiiz-06ZwMsoLvnQwgMRaQBYv@yIm3l(v^R!x}
zrF?}xqgLsw8=}vuRYv|C^f|TicQ}MTuU3H%#q*+CSp#H!lb7Ppx0ieaeTi1H#-K0L
z>ia*?S7`M=Sre|(>aoo2HO`g%o5jBCoU0<Tm$*Tz$6L{Ix!7O*DbBZObw#f0wpy9v
z^1j?rE3;c>@~&E$uO_1NIag*a`X1+MwydT1Iajk}p5?Ik^H(3sH9p{6&5$*ufOD15
z2mO$9l`3wJI9DsGqaSmwvgQ7L!nyic?y0AotMlzU=FS!>?5}R}AIj1H_wWDwEAX$t
TzXJaX{44OUz`p|je+2#y2hKvC

literal 0
HcmV?d00001

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
new file mode 100644
index 00000000..48af7756
--- /dev/null
+++ b/banzai_nres/rv.py
@@ -0,0 +1,76 @@
+from banzai.stages import Stage
+from banzai.frames import ObservationFrame
+import pkg_resources
+from astropy.io import fits
+import numpy as np
+
+
+def cross_correlate(velocities, wavelength, flux, flux_uncertainty, template_wavelength, template_flux):
+    """
+
+    :param velocities: in km / s
+    :param wavelength:
+    :param flux:
+    :param template_wavelength:
+    :param template_flux:
+    :return:
+
+    This is consistent with what we did in the satellite pipeline and
+    Zackay & Ofek, 2017, ApJ, 836, 187
+    """
+    # Speed of light in km/s
+    c = 3e5
+
+    x_cor = []
+    # for steps in 1 km/s from -2000 to +2000 km/s
+    # calculate the variance ahead of time
+    variance = flux_uncertainty * flux_uncertainty
+
+    for v in velocities:
+        doppler = 1.0 / (1.0 + v / c)
+        kernel = np.interp(doppler * wavelength, template_wavelength, template_flux)
+        correlation = kernel * flux
+        correlation /= variance
+
+        normalization = kernel * kernel / variance
+
+        # This gives us the signal to noise ratio in terms of N-sigma
+        snr = correlation.sum() / np.sqrt(normalization.sum())
+        x_cor.append(snr)
+
+    return np.array(x_cor)
+
+
+class RVCalculator(Stage):
+    TEMPLATE_FILENAME = pkg_resources.resource_filename('banzai_nres', 'data/g2v_template.fits')
+
+    def do_stage(self, image) -> ObservationFrame:
+        # Load in the template
+        template_hdu = fits.open(self.TEMPLATE_FILENAME)
+        ccfs = []
+        for i in orders:
+            # for steps in 1 km/s from -2000 to +2000 km/s
+            velocities = np.arange(-2000, 2001, 1)
+            # calculate the variance ahead of time
+            x_cor = cross_correlate(velocities, image.spectrum['wavelength'], image.spectrum['flux'],
+                                    image.spectrum['uncertainty'],
+                                    template_hdu[1].data['wavelength'], template_hdu[1].data['flux'])
+
+            # take the peak
+            best_v = velocities[np.argmax(x_cor)]
+            # for steps of 1m/s around that peak take +- 2 km/s and repeat the process
+            velocities = np.arange(best_v - 2, best_v + 2 + 1e-4, 1e-3)
+            x_cor = cross_correlate(velocities, image.spectrum['wavelength'], image.spectrum['flux'],
+                                    image.spectrum['uncertainty'],
+                                    template_hdu[1].data['wavelength'], template_hdu[1].data['flux'])
+
+            # Save the 1 m/s cross correlation function
+            ccfs.append({'v': velocities, 'x': x_cor})
+
+        # TODO: add the ccfs into the image object and output file
+        rvs_per_order = [ccf['v'][np.argmax(ccf['x'])] for ccf in ccfs]
+        # Save the peak v in the header
+        image.header['RV'] = (np.mean(rvs_per_order) * 1000, 'Radial Velocity [m/s]')
+        image.header['RVERR'] = (np.std(rvs_per_order) * 1000, 'Radial Velocity Uncertainty [m/s]')
+
+        return image
diff --git a/setup.py b/setup.py
index 0c2623ec..3aa9c623 100644
--- a/setup.py
+++ b/setup.py
@@ -20,7 +20,7 @@
       packages=find_packages(),
       use_scm_version=True,
       package_dir={'banzai_nres': 'banzai_nres'},
-      package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt']},
+      package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt', 'data/g2v_template.fits']},
       setup_requires=['pytest-runner', 'setuptools_scm'],
       install_requires=['banzai>=0.29.0dev', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
                         'statsmodels', 'astropy==4.0', 'xwavecal==0.1.11', 'scipy==1.3.2', 'photutils==0.7.2'],

From b83fcb42453563fcb229d245dff45f09692dc16b Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 15 Jun 2020 14:22:44 -0400
Subject: [PATCH 173/303] Initial attempt to plumb fiber ids around. Still a
 couple of TODOs so not stable. Also still need to add a test of the RV cross
 correlation code.

---
 Dockerfile                |  2 +-
 banzai_nres/extract.py    |  1 +
 banzai_nres/frames.py     | 48 ++++++++++++++++++++++++++++++---------
 banzai_nres/rv.py         | 22 +++++++++---------
 banzai_nres/wavelength.py |  9 ++++++++
 5 files changed, 59 insertions(+), 23 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 03c083c0..c6858867 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-244-g758dfd3
+FROM docker.lco.global/banzai:0.28.9-246-g33bba37
 
 USER root
 
diff --git a/banzai_nres/extract.py b/banzai_nres/extract.py
index d417ba43..d2cc2a85 100644
--- a/banzai_nres/extract.py
+++ b/banzai_nres/extract.py
@@ -32,6 +32,7 @@ def do_stage(self, image: EchelleSpectralCCDData):
             # get the average wavelength: Sum wavelengths weighted by 1 over the vertical width of the trace (e.g. 1/10)
             wavelength[i, x_extent] = self.extract_order(image.wavelengths[this_trace], weights=1/image.wavelengths[this_trace].shape[0])
 
+        # TODO: Add physical order and fiber to this table. Set the images.fibers attribute back to None
         image.spectrum = Table({'id': trace_ids, 'wavelength': wavelength, 'flux': flux, 'uncertainty': np.sqrt(variance)})
         return image
 
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index ff087ab1..e75f5dda 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -21,6 +21,13 @@ def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, hdu_ord
     def num_lit_fibers(self):
         return 1 * self.fiber0_lit + 1 * self.fiber1_lit + 1 * self.fiber2_lit
 
+    @property
+    def science_fiber(self):
+        if self.fiber0_lit:
+            return 0
+        elif self.fiber2_lit:
+            return 2
+
     @property
     def traces(self):
         return self.primary_hdu.traces
@@ -110,7 +117,8 @@ def __init__(self, data: Union[np.array, Table], meta: fits.Header,
                  mask: np.array = None, name: str = '', uncertainty: np.array = None,
                  background: np.array = None,  traces: np.array = None, wavelengths: np.array = None,
                  profile: np.array = None, weights: np.array = None, line_list=None,
-                 spectrum: Table = None, blaze: Table = None, memmap=True, features: Table = None):
+                 spectrum: Table = None, blaze: Table = None, memmap=True, features: Table = None,
+                 fibers: Table = None, ccf: Table = None):
         super().__init__(data=data, meta=meta, mask=mask, name=name, memmap=memmap, uncertainty=uncertainty)
         if traces is None:
             self._traces = None
@@ -137,15 +145,8 @@ def __init__(self, data: Union[np.array, Table], meta: fits.Header,
         self.blaze = blaze
         self.features = features
         self.line_list = line_list
-
-
-    @property
-    def traces(self):
-        return self._traces
-
-    @traces.setter
-    def traces(self, value):
-        self._traces = self._init_array(value)
+        self.fibers = fibers
+        self.ccf = ccf
 
     @property
     def traces(self):
@@ -198,6 +199,22 @@ def background(self, value):
         self.data -= value
         self._background = self._init_array(value)
 
+    @property
+    def fibers(self):
+        return self._fibers
+
+    @fibers.setter
+    def fibers(self, value):
+        self._fibers = value
+
+    @property
+    def ccf(self):
+        return self._ccf
+
+    @ccf.setter
+    def ccf(self, value):
+        self._ccf = value
+
     def to_fits(self, context):
         hdu_list = super().to_fits(context)
         if self.traces is not None:
@@ -225,6 +242,13 @@ def to_fits(self, context):
             extname = 'FEATURES'
             hdu_list.append(fits.BinTableHDU(self.features, name=extname, header=fits.Header({'EXTNAME': extname})))
 
+        if self.fibers is not None:
+            extname = 'FIBERS'
+            hdu_list.append(fits.BinTableHDU(self.fibers, name=extname, header=fits.Header({'EXTNAME': extname})))
+
+        if self.ccf is not None:
+            extname = 'CCF'
+            hdu_list.append(fits.BinTableHDU(self.ccf, name=extname, header=fits.Header({'EXTNAME': extname})))
         return hdu_list
 
 
@@ -248,7 +272,9 @@ def associated_extensions(self):
                                                           {'FITS_NAME': 'BACKGROUND', 'NAME': 'background'},
                                                           {'FITS_NAME': 'PROFILE', 'NAME': 'profile'},
                                                           {'FITS_NAME': 'BLAZE', 'NAME': 'blaze'},
-                                                          {'FITS_NAME': 'WAVELENGTH', 'NAME': 'wavelengths'}]
+                                                          {'FITS_NAME': 'WAVELENGTH', 'NAME': 'wavelengths'},
+                                                          {'FITS_NAME': 'FIBERS', 'NAME': 'fibers'},
+                                                          {'FITS_NAME': 'CCF', 'NAME': 'ccf'}]
 
     def open(self, path, runtime_context) -> Optional[ObservationFrame]:
         image = super().open(path, runtime_context)
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 48af7756..71e2b735 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -3,6 +3,7 @@
 import pkg_resources
 from astropy.io import fits
 import numpy as np
+from astropy.table import Table
 
 
 def cross_correlate(velocities, wavelength, flux, flux_uncertainty, template_wavelength, template_flux):
@@ -19,7 +20,7 @@ def cross_correlate(velocities, wavelength, flux, flux_uncertainty, template_wav
     Zackay & Ofek, 2017, ApJ, 836, 187
     """
     # Speed of light in km/s
-    c = 3e5
+    c = 299792.458
 
     x_cor = []
     # for steps in 1 km/s from -2000 to +2000 km/s
@@ -48,29 +49,28 @@ def do_stage(self, image) -> ObservationFrame:
         # Load in the template
         template_hdu = fits.open(self.TEMPLATE_FILENAME)
         ccfs = []
-        for i in orders:
+        for i in image.fibers[image.fibers['fiber'] == image.science_fiber]['trace']:
             # for steps in 1 km/s from -2000 to +2000 km/s
             velocities = np.arange(-2000, 2001, 1)
             # calculate the variance ahead of time
-            x_cor = cross_correlate(velocities, image.spectrum['wavelength'], image.spectrum['flux'],
-                                    image.spectrum['uncertainty'],
+            x_cor = cross_correlate(velocities, image.spectrum[i]['wavelength'], image.spectrum[i]['flux'],
+                                    image.spectrum[i]['uncertainty'],
                                     template_hdu[1].data['wavelength'], template_hdu[1].data['flux'])
 
             # take the peak
             best_v = velocities[np.argmax(x_cor)]
             # for steps of 1m/s around that peak take +- 2 km/s and repeat the process
             velocities = np.arange(best_v - 2, best_v + 2 + 1e-4, 1e-3)
-            x_cor = cross_correlate(velocities, image.spectrum['wavelength'], image.spectrum['flux'],
-                                    image.spectrum['uncertainty'],
+            x_cor = cross_correlate(velocities, image.spectrum[i]['wavelength'], image.spectrum[i]['flux'],
+                                    image.spectrum[i]['uncertainty'],
                                     template_hdu[1].data['wavelength'], template_hdu[1].data['flux'])
 
             # Save the 1 m/s cross correlation function
-            ccfs.append({'v': velocities, 'x': x_cor})
+            ccfs.append({'v': velocities, 'xcor': x_cor})
 
-        # TODO: add the ccfs into the image object and output file
-        rvs_per_order = [ccf['v'][np.argmax(ccf['x'])] for ccf in ccfs]
-        # Save the peak v in the header
+        rvs_per_order = [ccf['v'][np.argmax(ccf['xcor'])] for ccf in ccfs]
+        # Save the peak v in the header (converting to m/s)
         image.header['RV'] = (np.mean(rvs_per_order) * 1000, 'Radial Velocity [m/s]')
         image.header['RVERR'] = (np.std(rvs_per_order) * 1000, 'Radial Velocity Uncertainty [m/s]')
-
+        image.ccf = Table(ccfs)
         return image
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 9ab709bb..06b19492 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -54,6 +54,7 @@ def on_missing_master_calibration(self, image):
 
     def apply_master_calibration(self, image: NRESObservationFrame, master_calibration_image):
         image.wavelengths = master_calibration_image.wavelengths
+        image.fibers = master_calibration_image.fibers
         image.meta['L1IDARC'] = master_calibration_image.filename, 'ID of ARC/DOUBLE frame'
         return image
 
@@ -134,6 +135,14 @@ def refine_wavelengths(self, image):
             for trace_id, ref_id in zip(trace_ids[fiber_ids == fiber], ref_ids[fiber_ids == fiber]):
                 this_trace = np.isclose(image.traces, trace_id)
                 image.wavelengths[this_trace] = wavelength_model(x2d[this_trace], ref_id * np.ones_like(x2d[this_trace]))
+            # Set the true physical order number
+            ref_ids[fiber_ids == fiber] += m0
+        # TODO: Add the logic to calculate which fiber is which.
+        # the first ref_id = 50 (arbitrary, but somewhere about the middle of the detector)
+        # is largest fiber number that is lit.
+        # in output table fiber=fiber set to real fiber that is lit
+        # Other fiber_id is set to other lit fiber
+        # set fibers attribute on image
 
     @staticmethod
     def init_feature_labels(num_traces, features):

From 495913c112d252d6b8ff7a0ddc344e02c29672f4 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 15 Jun 2020 15:06:49 -0400
Subject: [PATCH 174/303] Fixed some todos in plumbing fibers around.

---
 banzai_nres/extract.py    |  5 +++--
 banzai_nres/rv.py         |  7 ++++---
 banzai_nres/wavelength.py | 17 +++++++++++++----
 3 files changed, 20 insertions(+), 9 deletions(-)

diff --git a/banzai_nres/extract.py b/banzai_nres/extract.py
index d2cc2a85..5ac61a27 100644
--- a/banzai_nres/extract.py
+++ b/banzai_nres/extract.py
@@ -32,8 +32,9 @@ def do_stage(self, image: EchelleSpectralCCDData):
             # get the average wavelength: Sum wavelengths weighted by 1 over the vertical width of the trace (e.g. 1/10)
             wavelength[i, x_extent] = self.extract_order(image.wavelengths[this_trace], weights=1/image.wavelengths[this_trace].shape[0])
 
-        # TODO: Add physical order and fiber to this table. Set the images.fibers attribute back to None
-        image.spectrum = Table({'id': trace_ids, 'wavelength': wavelength, 'flux': flux, 'uncertainty': np.sqrt(variance)})
+        image.spectrum = Table({'id': trace_ids, 'fiber': image.fibers, 'wavelength': wavelength,
+                                'flux': flux, 'uncertainty': np.sqrt(variance)})
+        image.fibers = None
         return image
 
     @staticmethod
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 71e2b735..b05c71c6 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -4,6 +4,10 @@
 from astropy.io import fits
 import numpy as np
 from astropy.table import Table
+from astropy import constants
+
+# Speed of light in km/s
+c = constants.c.to('km / s').value
 
 
 def cross_correlate(velocities, wavelength, flux, flux_uncertainty, template_wavelength, template_flux):
@@ -19,9 +23,6 @@ def cross_correlate(velocities, wavelength, flux, flux_uncertainty, template_wav
     This is consistent with what we did in the satellite pipeline and
     Zackay & Ofek, 2017, ApJ, 836, 187
     """
-    # Speed of light in km/s
-    c = 299792.458
-
     x_cor = []
     # for steps in 1 km/s from -2000 to +2000 km/s
     # calculate the variance ahead of time
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 06b19492..bdbd2e83 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -7,12 +7,12 @@
 from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, get_principle_order_number
 from xwavecal.wavelength import find_feature_wavelengths, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
-from astropy.table import vstack
 
 import sep
 import logging
 import os
 import pkg_resources
+from astropy.table import Table
 
 
 logger = logging.getLogger('banzai')
@@ -137,12 +137,21 @@ def refine_wavelengths(self, image):
                 image.wavelengths[this_trace] = wavelength_model(x2d[this_trace], ref_id * np.ones_like(x2d[this_trace]))
             # Set the true physical order number
             ref_ids[fiber_ids == fiber] += m0
-        # TODO: Add the logic to calculate which fiber is which.
+        # Calculate which fiber is which.
         # the first ref_id = 50 (arbitrary, but somewhere about the middle of the detector)
         # is largest fiber number that is lit.
-        # in output table fiber=fiber set to real fiber that is lit
-        # Other fiber_id is set to other lit fiber
+        largest_fiber_index = fiber_ids[ref_ids.index(50)]
+        if image.fiber2_lit:
+            largest_fiber_number = 2
+            smaller_fiber_number = 1
+        else:
+            largest_fiber_number = 1
+            smaller_fiber_number = 0
+
+        true_fibers = [largest_fiber_number if fiber_id == largest_fiber_index else smaller_fiber_number
+                       for fiber_id in fiber_ids]
         # set fibers attribute on image
+        image.fibers = Table({'trace': trace_ids, 'fiber': true_fibers})
 
     @staticmethod
     def init_feature_labels(num_traces, features):

From 50508050021dac104ac15ef4710931a4ca8785aa Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 15 Jun 2020 13:56:12 -0700
Subject: [PATCH 175/303] fixed passing fiber info in unit tests for
 extraction.

---
 banzai_nres/frames.py                | 10 +++++++++-
 banzai_nres/tests/test_extract.py    | 23 ++++++++++++-----------
 banzai_nres/tests/test_wavelength.py |  4 ++--
 3 files changed, 23 insertions(+), 14 deletions(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index e75f5dda..1a625358 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -104,6 +104,14 @@ def wavelengths(self):
     def wavelengths(self, value):
         self.primary_hdu.wavelengths = value
 
+    @property
+    def fibers(self):
+        return self.primary_hdu.fibers
+
+    @fibers.setter
+    def fibers(self, value):
+        self.primary_hdu.fibers = value
+
 
 class NRESCalibrationFrame(LCOCalibrationFrame, NRESObservationFrame):
     def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, grouping_criteria: list = None,
@@ -118,7 +126,7 @@ def __init__(self, data: Union[np.array, Table], meta: fits.Header,
                  background: np.array = None,  traces: np.array = None, wavelengths: np.array = None,
                  profile: np.array = None, weights: np.array = None, line_list=None,
                  spectrum: Table = None, blaze: Table = None, memmap=True, features: Table = None,
-                 fibers: Table = None, ccf: Table = None):
+                 fibers: np.array = None, ccf: Table = None):
         super().__init__(data=data, meta=meta, mask=mask, name=name, memmap=memmap, uncertainty=uncertainty)
         if traces is None:
             self._traces = None
diff --git a/banzai_nres/tests/test_extract.py b/banzai_nres/tests/test_extract.py
index e87f01f4..52099f3f 100644
--- a/banzai_nres/tests/test_extract.py
+++ b/banzai_nres/tests/test_extract.py
@@ -55,7 +55,7 @@ def test_extract_in_poisson_regime(self):
         image = five_hundred_square_image(50000, number_traces, trace_width)
         expected_extracted_wavelength = np.max(image.wavelengths)
         image2 = NRESObservationFrame([EchelleSpectralCCDData(data=image.data, uncertainty=image.uncertainty,
-                                                              wavelengths=image.wavelengths,
+                                                              wavelengths=image.wavelengths, fibers=image.fibers,
                                                               meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
         image2.traces = image.traces
         image2.profile = np.ones_like(image.data)
@@ -77,7 +77,7 @@ def test_extract_in_readnoise_regime(self):
         trace_width, number_traces = 20, 10
         image = five_hundred_square_image(100, number_traces, trace_width, read_noise=100)
         image2 = NRESObservationFrame([EchelleSpectralCCDData(data=image.data, uncertainty=image.uncertainty,
-                                                              wavelengths=image.wavelengths,
+                                                              wavelengths=image.wavelengths, fibers=image.fibers,
                                                               meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
         image2.traces = image.traces
         image2.profile = np.ones_like(image.data)
@@ -144,22 +144,22 @@ def two_order_image():
     uncertainty = 1. * data
     wavelengths = np.ones_like(traces) * 5  # dummy wavelengths image that has values distinct from flux and traces.
     image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty,
-                                                         wavelengths=wavelengths, traces=traces,
+                                                         wavelengths=wavelengths, traces=traces, fibers=np.arange(2),
                                                          meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
     return image
 
 
-def five_hundred_square_image(maxflux,number_traces,trace_width, read_noise=10):
+def five_hundred_square_image(maxflux, number_traces, trace_width, read_noise=10):
     traces = np.zeros((500, 500))
     data = np.ones_like(traces, dtype=float)
     profile = np.zeros_like(traces, dtype=float)
-    ix = np.arange(0, trace_width)
-    for i in range(0, number_traces):
-        traces[50 * i:50 * i + trace_width, :] = i
-        for j in range(0,trace_width):
-            data[50 * i + j, :] += maxflux * np.exp((-1.) * (ix[j]-trace_width/2.) ** 2/(trace_width/6.)**2)
+    ix = np.arange(trace_width)
+    for i in range(1, number_traces + 1):
+        traces[40 * i:40 * i + trace_width, :] = i
         for j in range(0, trace_width):
-            profile[50 * i + j, :] = data[50 * i + j, :] / np.sum(data[50 * i: 50 * i + trace_width, 0])
+            data[40 * i + j, :] += maxflux * np.exp((-1.) * (ix[j]-trace_width/2.) ** 2/(trace_width/6.)**2)
+        for j in range(0, trace_width):
+            profile[40 * i + j, :] = data[40 * i + j, :] / np.sum(data[40 * i: 40 * i + trace_width, 0])
 
     data += np.random.poisson(data)
     data += np.random.normal(0.0, read_noise, size=data.shape)
@@ -167,5 +167,6 @@ def five_hundred_square_image(maxflux,number_traces,trace_width, read_noise=10):
     wavelengths = np.ones_like(traces) * 5  # dummy wavelengths image that has values distinct from flux and traces.
     image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty, traces=traces,
                                                          profile=profile, wavelengths=wavelengths,
-                                                         meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
+                                                         meta={'OBJECTS': 'tung&tung&none'},
+                                                         fibers=np.arange(number_traces))], 'foo.fits')
     return image
diff --git a/banzai_nres/tests/test_wavelength.py b/banzai_nres/tests/test_wavelength.py
index ef68e1f7..b752973a 100644
--- a/banzai_nres/tests/test_wavelength.py
+++ b/banzai_nres/tests/test_wavelength.py
@@ -219,8 +219,8 @@ def test_on_missing_master_calibration(self, mock_parent_miss):
         assert self.stage.on_missing_master_calibration(test_image) is None
 
     def test_apply_master_calibration(self):
-        master_cal = type('image', (), {'wavelengths': [1, 2], 'filename': 'foo.fits'})
-        test_image = type('image', (), {'wavelengths': None, 'meta':{}})
+        master_cal = type('image', (), {'wavelengths': [1, 2], 'filename': 'foo.fits', 'fibers': [0, 1]})
+        test_image = type('image', (), {'wavelengths': None, 'meta': {}})
         assert np.allclose(self.stage.apply_master_calibration(test_image, master_cal).wavelengths, [1, 2])
         assert self.stage.calibration_type == 'DOUBLE'
         assert test_image.meta['L1IDARC'][0] == 'foo.fits'

From c207b2b0b88e9f3c886e32f34b785b52ddf9c6c4 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 16 Jun 2020 11:40:10 -0400
Subject: [PATCH 176/303] Fixed a typo in getting which fiber is which.

---
 banzai_nres/wavelength.py | 17 +++++++++++++----
 1 file changed, 13 insertions(+), 4 deletions(-)

diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 06b19492..60cd0538 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -7,12 +7,12 @@
 from banzai_nres.utils.wavelength_utils import identify_features, group_features_by_trace, get_principle_order_number
 from xwavecal.wavelength import find_feature_wavelengths, WavelengthSolution
 from xwavecal.utils.wavelength_utils import find_nearest
-from astropy.table import vstack
 
 import sep
 import logging
 import os
 import pkg_resources
+from astropy.table import Table
 
 
 logger = logging.getLogger('banzai')
@@ -137,12 +137,21 @@ def refine_wavelengths(self, image):
                 image.wavelengths[this_trace] = wavelength_model(x2d[this_trace], ref_id * np.ones_like(x2d[this_trace]))
             # Set the true physical order number
             ref_ids[fiber_ids == fiber] += m0
-        # TODO: Add the logic to calculate which fiber is which.
+        # Calculate which fiber is which.
         # the first ref_id = 50 (arbitrary, but somewhere about the middle of the detector)
         # is largest fiber number that is lit.
-        # in output table fiber=fiber set to real fiber that is lit
-        # Other fiber_id is set to other lit fiber
+        largest_fiber_index = fiber_ids[ref_ids.tolist().index(50)]
+        if image.fiber2_lit:
+            largest_fiber_number = 2
+            smaller_fiber_number = 1
+        else:
+            largest_fiber_number = 1
+            smaller_fiber_number = 0
+
+        true_fibers = [largest_fiber_number if fiber_id == largest_fiber_index else smaller_fiber_number
+                       for fiber_id in fiber_ids]
         # set fibers attribute on image
+        image.fibers = Table({'trace': trace_ids, 'fiber': true_fibers})
 
     @staticmethod
     def init_feature_labels(num_traces, features):

From 8d2ab86110278a55e68786429110d41b5a1f53a3 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 16 Jun 2020 12:04:40 -0400
Subject: [PATCH 177/303] Added a unit tests for the cross correlation
 function.

---
 banzai_nres/rv.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index b05c71c6..ef96e2ec 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -12,10 +12,10 @@
 
 def cross_correlate(velocities, wavelength, flux, flux_uncertainty, template_wavelength, template_flux):
     """
-
     :param velocities: in km / s
     :param wavelength:
     :param flux:
+    :param flux_uncertainty:
     :param template_wavelength:
     :param template_flux:
     :return:

From 4bf30ede634596c9b83be7069c75759874db0ed4 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 16 Jun 2020 12:04:57 -0400
Subject: [PATCH 178/303] Added a unit tests for the cross correlation
 function.

---
 banzai_nres/tests/test_rv.py | 31 +++++++++++++++++++++++++++++++
 1 file changed, 31 insertions(+)
 create mode 100644 banzai_nres/tests/test_rv.py

diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
new file mode 100644
index 00000000..0f90559a
--- /dev/null
+++ b/banzai_nres/tests/test_rv.py
@@ -0,0 +1,31 @@
+from banzai_nres.rv import cross_correlate, c
+import numpy as np
+
+
+def gaussian(x, mu, sigma):
+    return (2.0 * np.pi) ** -0.5 / sigma * np.exp(-0.5 * (x - mu) ** 2 / sigma ** 2)
+
+
+def test_cross_correlate():
+    test_wavelengths = np.arange(5000.0, 6000.0, 0.01)
+    flux = np.ones(test_wavelengths.shape, dtype=int) * 1000
+
+    read_noise = 10.0
+    # add in fake lines
+    for i in range(30):
+        central_wavelength = np.random.uniform() * 1000.0 + 5000.0
+        width = 0.1  # angstroms
+        sigma = width / 2 / np.sqrt(2.0 * np.log(2.0))
+        flux += gaussian(test_wavelengths, central_wavelength, sigma) * 10000.0 * np.random.uniform()
+
+    true_v = 1.0
+    noisy_flux = np.random.poisson(flux)
+    noisy_flux += np.random.normal(0.0, read_noise, size=len(flux))
+
+    uncertainty = np.sqrt(flux + read_noise**2.0)
+
+    # in km/s
+    velocity_steps = np.arange(-5.0, 5.0, 0.1)
+    ccf = cross_correlate(velocity_steps, test_wavelengths * (1.0 + true_v / c), noisy_flux,
+                          uncertainty, test_wavelengths, flux)
+    assert np.argmax(ccf) == velocity_steps.tolist().index(true_v)

From 10fba6fe1ead5eec13bbc09e616e3805f21813c9 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 16 Jun 2020 12:18:45 -0400
Subject: [PATCH 179/303] Fix to rv test.

---
 banzai_nres/tests/test_rv.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 0f90559a..581f6d31 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -8,7 +8,7 @@ def gaussian(x, mu, sigma):
 
 def test_cross_correlate():
     test_wavelengths = np.arange(5000.0, 6000.0, 0.01)
-    flux = np.ones(test_wavelengths.shape, dtype=int) * 1000
+    flux = np.ones(test_wavelengths.shape) * 1000
 
     read_noise = 10.0
     # add in fake lines
@@ -19,7 +19,7 @@ def test_cross_correlate():
         flux += gaussian(test_wavelengths, central_wavelength, sigma) * 10000.0 * np.random.uniform()
 
     true_v = 1.0
-    noisy_flux = np.random.poisson(flux)
+    noisy_flux = np.random.poisson(flux).astype(float)
     noisy_flux += np.random.normal(0.0, read_noise, size=len(flux))
 
     uncertainty = np.sqrt(flux + read_noise**2.0)
@@ -28,4 +28,4 @@ def test_cross_correlate():
     velocity_steps = np.arange(-5.0, 5.0, 0.1)
     ccf = cross_correlate(velocity_steps, test_wavelengths * (1.0 + true_v / c), noisy_flux,
                           uncertainty, test_wavelengths, flux)
-    assert np.argmax(ccf) == velocity_steps.tolist().index(true_v)
+    assert np.argmax(ccf) == np.argmin(np.abs(velocity_steps - true_v))

From 7cb270fd14333d5495c9ca71ea36eb01479aa3c7 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 16 Jun 2020 13:55:35 -0400
Subject: [PATCH 180/303] Attempt to fix the e2e tests by picking an order
 actually on the detector.

---
 banzai_nres/extract.py    | 2 +-
 banzai_nres/wavelength.py | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/extract.py b/banzai_nres/extract.py
index 5ac61a27..c4259b0a 100644
--- a/banzai_nres/extract.py
+++ b/banzai_nres/extract.py
@@ -32,7 +32,7 @@ def do_stage(self, image: EchelleSpectralCCDData):
             # get the average wavelength: Sum wavelengths weighted by 1 over the vertical width of the trace (e.g. 1/10)
             wavelength[i, x_extent] = self.extract_order(image.wavelengths[this_trace], weights=1/image.wavelengths[this_trace].shape[0])
 
-        image.spectrum = Table({'id': trace_ids, 'fiber': image.fibers, 'wavelength': wavelength,
+        image.spectrum = Table({'id': trace_ids, 'fiber': image.fibers['fiber'], 'wavelength': wavelength,
                                 'flux': flux, 'uncertainty': np.sqrt(variance)})
         image.fibers = None
         return image
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 60cd0538..0a57f914 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -138,9 +138,9 @@ def refine_wavelengths(self, image):
             # Set the true physical order number
             ref_ids[fiber_ids == fiber] += m0
         # Calculate which fiber is which.
-        # the first ref_id = 50 (arbitrary, but somewhere about the middle of the detector)
+        # the first ref_id = 80 (arbitrary, but somewhere about the middle of the detector)
         # is largest fiber number that is lit.
-        largest_fiber_index = fiber_ids[ref_ids.tolist().index(50)]
+        largest_fiber_index = fiber_ids[ref_ids.tolist().index(80)]
         if image.fiber2_lit:
             largest_fiber_number = 2
             smaller_fiber_number = 1

From 35c4cb46e1594fefde34b555602230cc30148141 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 16 Jun 2020 13:59:49 -0400
Subject: [PATCH 181/303] Fix to unit tests.

---
 banzai_nres/tests/test_extract.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_extract.py b/banzai_nres/tests/test_extract.py
index 52099f3f..56cf0122 100644
--- a/banzai_nres/tests/test_extract.py
+++ b/banzai_nres/tests/test_extract.py
@@ -168,5 +168,5 @@ def five_hundred_square_image(maxflux, number_traces, trace_width, read_noise=10
     image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty, traces=traces,
                                                          profile=profile, wavelengths=wavelengths,
                                                          meta={'OBJECTS': 'tung&tung&none'},
-                                                         fibers=np.arange(number_traces))], 'foo.fits')
+                                                         fibers={'fiber': np.arange(number_traces)})], 'foo.fits')
     return image

From 12342b16c0748240a3c6f616a453c94e95516b71 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 16 Jun 2020 14:03:20 -0400
Subject: [PATCH 182/303] Fix to unit tests.

---
 banzai_nres/tests/test_extract.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_extract.py b/banzai_nres/tests/test_extract.py
index 56cf0122..634b9fba 100644
--- a/banzai_nres/tests/test_extract.py
+++ b/banzai_nres/tests/test_extract.py
@@ -144,7 +144,8 @@ def two_order_image():
     uncertainty = 1. * data
     wavelengths = np.ones_like(traces) * 5  # dummy wavelengths image that has values distinct from flux and traces.
     image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty,
-                                                         wavelengths=wavelengths, traces=traces, fibers=np.arange(2),
+                                                         wavelengths=wavelengths, traces=traces,
+                                                         fibers={'fiber': np.arange(2)},
                                                          meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
     return image
 

From 6a3dfbbc044f8811b3f5c2e70d18529c65988f7d Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Tue, 16 Jun 2020 13:06:05 -0700
Subject: [PATCH 183/303] First pass at adding barycentric correction. Code has
 not yet been tested and still needs to be cleaned up.

---
 banzai_nres/rv.py | 30 ++++++++++++++++++++++++++++--
 1 file changed, 28 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index ef96e2ec..027cc372 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -5,6 +5,9 @@
 import numpy as np
 from astropy.table import Table
 from astropy import constants
+from astropy.time import Time
+from astropy.coordinates import SkyCoord, EarthLocation
+import astropy.units as u
 
 # Speed of light in km/s
 c = constants.c.to('km / s').value
@@ -42,6 +45,20 @@ def cross_correlate(velocities, wavelength, flux, flux_uncertainty, template_wav
 
     return np.array(x_cor)
 
+def barycentric_correction(time, exptime, ra, dec, site):
+    #TODO: figure out something better than hard-coding the NRES site coordinates
+    if site == 'lsc': lat, lon, height = '-30:10:2.64', '-70:48:17.28', 2198.
+    if site == 'elp': lat, lon, height = '30:40:12', '-104:01:12', 2070.
+    if site == 'cpt': lat, lon, height = '-32:22:48', '20:48:36', 1460.
+    if site == 'tlv': lat, lon, height = '30:35:45', '34:45:48', 875.
+    #The following is largely taken from the astropy example page
+    site_location = EarthLocation.from_geodetic(lat=lat, lon=-long, height=height*u.m)
+    sky_coordinates = SkyCoord(ra=ra*u.hourangle, dec=dec*u.deg)
+    #The time given in the NRES header is the exposure start time; correct this to the midpoint
+    obs_time = Time(time) + exptime/2.*u.s
+    barycorr = sky_coordinates.radial_velocity_correction(obstime=obs_time, location=site_location)
+    return barycorr.to(u.m/u.s).value
+
 
 class RVCalculator(Stage):
     TEMPLATE_FILENAME = pkg_resources.resource_filename('banzai_nres', 'data/g2v_template.fits')
@@ -70,8 +87,17 @@ def do_stage(self, image) -> ObservationFrame:
             ccfs.append({'v': velocities, 'xcor': x_cor})
 
         rvs_per_order = [ccf['v'][np.argmax(ccf['xcor'])] for ccf in ccfs]
-        # Save the peak v in the header (converting to m/s)
-        image.header['RV'] = (np.mean(rvs_per_order) * 1000, 'Radial Velocity [m/s]')
+        #TODO: change the time to be the mid-time of the exposure rather than the start; 
+        # eventually, use flux-weighted mid-point calculated from emeter data
+        #Calculate the peak v (converting to m/s) in the spectrograph frame
+        rv_measured = (np.mean(rvs_per_order)) * 1000
+        #Compute the barycentric RV correction
+        rv_correction = barycentric_correction(image.header['DATE-OBS'],image.header['EXPTIME'],
+                                                image.header['RA'],image.header['DEC'],image.header['SITEID'])
+        # Correct the RV per Wright & Eastman (2014) and save in the header
+        image.header['RV'] = rv_measured + rv_correction + rv_measured*rv_correction/c, 'Radial Velocity [m/s]')
+        #The following assumes that the uncertainty on the barycentric correction is negligible w.r.t. that
+        #on the RV measured from the CCF, which should generally be true
         image.header['RVERR'] = (np.std(rvs_per_order) * 1000, 'Radial Velocity Uncertainty [m/s]')
         image.ccf = Table(ccfs)
         return image

From e2c7b5df11466509175c981a523dc93622fee145 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 17 Jun 2020 10:03:54 -0400
Subject: [PATCH 184/303] Fixed some typos and PEP8 stuff.

---
 banzai_nres/rv.py | 21 +++++++++++----------
 1 file changed, 11 insertions(+), 10 deletions(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 027cc372..5de90ac7 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -45,16 +45,17 @@ def cross_correlate(velocities, wavelength, flux, flux_uncertainty, template_wav
 
     return np.array(x_cor)
 
+
 def barycentric_correction(time, exptime, ra, dec, site):
-    #TODO: figure out something better than hard-coding the NRES site coordinates
+    # TODO: figure out something better than hard-coding the NRES site coordinates
     if site == 'lsc': lat, lon, height = '-30:10:2.64', '-70:48:17.28', 2198.
     if site == 'elp': lat, lon, height = '30:40:12', '-104:01:12', 2070.
     if site == 'cpt': lat, lon, height = '-32:22:48', '20:48:36', 1460.
     if site == 'tlv': lat, lon, height = '30:35:45', '34:45:48', 875.
-    #The following is largely taken from the astropy example page
-    site_location = EarthLocation.from_geodetic(lat=lat, lon=-long, height=height*u.m)
+    # The following is largely taken from the astropy example page
+    site_location = EarthLocation.from_geodetic(lat=lat, lon=-lon, height=height*u.m)
     sky_coordinates = SkyCoord(ra=ra*u.hourangle, dec=dec*u.deg)
-    #The time given in the NRES header is the exposure start time; correct this to the midpoint
+    # The time given in the NRES header is the exposure start time; correct this to the midpoint
     obs_time = Time(time) + exptime/2.*u.s
     barycorr = sky_coordinates.radial_velocity_correction(obstime=obs_time, location=site_location)
     return barycorr.to(u.m/u.s).value
@@ -87,17 +88,17 @@ def do_stage(self, image) -> ObservationFrame:
             ccfs.append({'v': velocities, 'xcor': x_cor})
 
         rvs_per_order = [ccf['v'][np.argmax(ccf['xcor'])] for ccf in ccfs]
-        #TODO: change the time to be the mid-time of the exposure rather than the start; 
+        # TODO: change the time to be the mid-time of the exposure rather than the start;
         # eventually, use flux-weighted mid-point calculated from emeter data
-        #Calculate the peak v (converting to m/s) in the spectrograph frame
+        # Calculate the peak v (converting to m/s) in the spectrograph frame
         rv_measured = (np.mean(rvs_per_order)) * 1000
-        #Compute the barycentric RV correction
+        # Compute the barycentric RV correction
         rv_correction = barycentric_correction(image.header['DATE-OBS'],image.header['EXPTIME'],
                                                 image.header['RA'],image.header['DEC'],image.header['SITEID'])
         # Correct the RV per Wright & Eastman (2014) and save in the header
-        image.header['RV'] = rv_measured + rv_correction + rv_measured*rv_correction/c, 'Radial Velocity [m/s]')
-        #The following assumes that the uncertainty on the barycentric correction is negligible w.r.t. that
-        #on the RV measured from the CCF, which should generally be true
+        image.header['RV'] = rv_measured + rv_correction + rv_measured * rv_correction / c, 'Radial Velocity [m/s]'
+        # The following assumes that the uncertainty on the barycentric correction is negligible w.r.t. that
+        # on the RV measured from the CCF, which should generally be true
         image.header['RVERR'] = (np.std(rvs_per_order) * 1000, 'Radial Velocity Uncertainty [m/s]')
         image.ccf = Table(ccfs)
         return image

From 828d1bd3328bc035563c5cf8c8f28eeb9cdee735 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 17 Jun 2020 07:49:59 -0700
Subject: [PATCH 185/303] Added calculation of BJD_TDB of exposure mid-point

---
 banzai_nres/rv.py | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 5de90ac7..850f5039 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -56,9 +56,10 @@ def barycentric_correction(time, exptime, ra, dec, site):
     site_location = EarthLocation.from_geodetic(lat=lat, lon=-lon, height=height*u.m)
     sky_coordinates = SkyCoord(ra=ra*u.hourangle, dec=dec*u.deg)
     # The time given in the NRES header is the exposure start time; correct this to the midpoint
-    obs_time = Time(time) + exptime/2.*u.s
-    barycorr = sky_coordinates.radial_velocity_correction(obstime=obs_time, location=site_location)
-    return barycorr.to(u.m/u.s).value
+    obs_time = Time(time, location=site_location) + exptime/2.*u.s
+    barycorr_rv = sky_coordinates.radial_velocity_correction(obstime=obs_time, location=site_location)
+    bjd_tdb = obs_time.tdb + obs_time.light_travel_time(sky_coordinates)
+    return barycorr_rv.to(u.m/u.s).value, bjd_tdb.to_value('jd')
 
 
 class RVCalculator(Stage):
@@ -93,12 +94,13 @@ def do_stage(self, image) -> ObservationFrame:
         # Calculate the peak v (converting to m/s) in the spectrograph frame
         rv_measured = (np.mean(rvs_per_order)) * 1000
         # Compute the barycentric RV correction
-        rv_correction = barycentric_correction(image.header['DATE-OBS'],image.header['EXPTIME'],
+        rv_correction, bjd_tdb = barycentric_correction(image.header['DATE-OBS'],image.header['EXPTIME'],
                                                 image.header['RA'],image.header['DEC'],image.header['SITEID'])
         # Correct the RV per Wright & Eastman (2014) and save in the header
         image.header['RV'] = rv_measured + rv_correction + rv_measured * rv_correction / c, 'Radial Velocity [m/s]'
         # The following assumes that the uncertainty on the barycentric correction is negligible w.r.t. that
         # on the RV measured from the CCF, which should generally be true
         image.header['RVERR'] = (np.std(rvs_per_order) * 1000, 'Radial Velocity Uncertainty [m/s]')
+        image.header['BJD_TDB'] = bjd_tdb, 'Exposure Mid-Time (Barycentric Julian Date)'
         image.ccf = Table(ccfs)
         return image

From 3224a54da7a28b561f5c4a98f7a36754d640d86c Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 17 Jun 2020 08:16:40 -0700
Subject: [PATCH 186/303] Minor code cleanup

---
 banzai_nres/rv.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 850f5039..44392efc 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -56,6 +56,7 @@ def barycentric_correction(time, exptime, ra, dec, site):
     site_location = EarthLocation.from_geodetic(lat=lat, lon=-lon, height=height*u.m)
     sky_coordinates = SkyCoord(ra=ra*u.hourangle, dec=dec*u.deg)
     # The time given in the NRES header is the exposure start time; correct this to the midpoint
+    # Eventually, we will want to use the flux-weighted mid-point calculated from emeter data
     obs_time = Time(time, location=site_location) + exptime/2.*u.s
     barycorr_rv = sky_coordinates.radial_velocity_correction(obstime=obs_time, location=site_location)
     bjd_tdb = obs_time.tdb + obs_time.light_travel_time(sky_coordinates)
@@ -89,11 +90,9 @@ def do_stage(self, image) -> ObservationFrame:
             ccfs.append({'v': velocities, 'xcor': x_cor})
 
         rvs_per_order = [ccf['v'][np.argmax(ccf['xcor'])] for ccf in ccfs]
-        # TODO: change the time to be the mid-time of the exposure rather than the start;
-        # eventually, use flux-weighted mid-point calculated from emeter data
         # Calculate the peak v (converting to m/s) in the spectrograph frame
         rv_measured = (np.mean(rvs_per_order)) * 1000
-        # Compute the barycentric RV correction
+        # Compute the barycentric RV and observing time corrections
         rv_correction, bjd_tdb = barycentric_correction(image.header['DATE-OBS'],image.header['EXPTIME'],
                                                 image.header['RA'],image.header['DEC'],image.header['SITEID'])
         # Correct the RV per Wright & Eastman (2014) and save in the header

From 39d213e764f1d4b2661a9fe7930f679a6c739819 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 17 Jun 2020 08:21:04 -0700
Subject: [PATCH 187/303] Bugfixes to barycentric_correction routine

---
 banzai_nres/rv.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 44392efc..f69675b0 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -53,12 +53,12 @@ def barycentric_correction(time, exptime, ra, dec, site):
     if site == 'cpt': lat, lon, height = '-32:22:48', '20:48:36', 1460.
     if site == 'tlv': lat, lon, height = '30:35:45', '34:45:48', 875.
     # The following is largely taken from the astropy example page
-    site_location = EarthLocation.from_geodetic(lat=lat, lon=-lon, height=height*u.m)
+    site_location = EarthLocation.from_geodetic(lat=lat, lon=lon, height=height*u.m)
     sky_coordinates = SkyCoord(ra=ra*u.hourangle, dec=dec*u.deg)
     # The time given in the NRES header is the exposure start time; correct this to the midpoint
     # Eventually, we will want to use the flux-weighted mid-point calculated from emeter data
     obs_time = Time(time, location=site_location) + exptime/2.*u.s
-    barycorr_rv = sky_coordinates.radial_velocity_correction(obstime=obs_time, location=site_location)
+    barycorr_rv = sky_coordinates.radial_velocity_correction(obstime=obs_time)
     bjd_tdb = obs_time.tdb + obs_time.light_travel_time(sky_coordinates)
     return barycorr_rv.to(u.m/u.s).value, bjd_tdb.to_value('jd')
 

From 2c834a651f7054ee737e869f2733ac78359a9dee Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 17 Jun 2020 12:28:03 -0700
Subject: [PATCH 188/303] Added time correction info header keywords suggested
 by Tim L., but still need to do more research to make sure these are
 accurate.

---
 banzai_nres/rv.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index f69675b0..d066df8f 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -6,7 +6,7 @@
 from astropy.table import Table
 from astropy import constants
 from astropy.time import Time
-from astropy.coordinates import SkyCoord, EarthLocation
+from astropy.coordinates import SkyCoord, EarthLocation, solar_system_ephemeris
 import astropy.units as u
 
 # Speed of light in km/s
@@ -100,6 +100,11 @@ def do_stage(self, image) -> ObservationFrame:
         # The following assumes that the uncertainty on the barycentric correction is negligible w.r.t. that
         # on the RV measured from the CCF, which should generally be true
         image.header['RVERR'] = (np.std(rvs_per_order) * 1000, 'Radial Velocity Uncertainty [m/s]')
-        image.header['BJD_TDB'] = bjd_tdb, 'Exposure Mid-Time (Barycentric Julian Date)'
+        image.header['TCORR'] = bjd_tdb, 'Exposure Mid-Time (Barycentric Julian Date)'
+        image.header['TCORVERN'] = 'astropy.time.light_travel_time', 'Time correction code version'
+        image.header['TCORCOMP'] = 'ROMER, CLOCK', 'Time corrections done'
+        image.header['TCOREPOS'] = 'ERFA', 'Source of Earth position'
+        image.header['TCORSYST'] = 'BJD_TDB ', 'Ref. frame_timesystem of TCORR column'
+        image.header['PLEPHEM'] = solar_system_ephemeris.get, 'Source of planetary ephemerides'
         image.ccf = Table(ccfs)
         return image

From 638823103b8e0e090c3ebc2147d20f87ded5d042 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 17 Jun 2020 13:19:28 -0700
Subject: [PATCH 189/303] Added the barycentric correction velocity to the
 header.

---
 banzai_nres/rv.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index d066df8f..07480cc4 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -96,10 +96,11 @@ def do_stage(self, image) -> ObservationFrame:
         rv_correction, bjd_tdb = barycentric_correction(image.header['DATE-OBS'],image.header['EXPTIME'],
                                                 image.header['RA'],image.header['DEC'],image.header['SITEID'])
         # Correct the RV per Wright & Eastman (2014) and save in the header
-        image.header['RV'] = rv_measured + rv_correction + rv_measured * rv_correction / c, 'Radial Velocity [m/s]'
+        image.header['RV'] = rv_measured + rv_correction + rv_measured * rv_correction / c, 'Radial Velocity in Barycentric Frame [m/s]'
         # The following assumes that the uncertainty on the barycentric correction is negligible w.r.t. that
         # on the RV measured from the CCF, which should generally be true
         image.header['RVERR'] = (np.std(rvs_per_order) * 1000, 'Radial Velocity Uncertainty [m/s]')
+        image.header['BARYCORR'] = rv_correction, 'Barycentric Correction Applied to the RV [m/s]'
         image.header['TCORR'] = bjd_tdb, 'Exposure Mid-Time (Barycentric Julian Date)'
         image.header['TCORVERN'] = 'astropy.time.light_travel_time', 'Time correction code version'
         image.header['TCORCOMP'] = 'ROMER, CLOCK', 'Time corrections done'

From 0b3b9481a28da8dc85abb7c916f240140bcdb899 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 19 Jun 2020 16:26:43 -0400
Subject: [PATCH 190/303] Fixes based on PR comments.

---
 banzai_nres/rv.py             | 74 +++++++++++++++++++++--------------
 banzai_nres/settings.py       |  1 +
 banzai_nres/tests/test_e2e.py |  8 +++-
 banzai_nres/tests/test_rv.py  |  6 +++
 4 files changed, 57 insertions(+), 32 deletions(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 07480cc4..2dc125b3 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -7,7 +7,8 @@
 from astropy import constants
 from astropy.time import Time
 from astropy.coordinates import SkyCoord, EarthLocation, solar_system_ephemeris
-import astropy.units as u
+from astropy import units
+from banzai import stats
 
 # Speed of light in km/s
 c = constants.c.to('km / s').value
@@ -53,14 +54,27 @@ def barycentric_correction(time, exptime, ra, dec, site):
     if site == 'cpt': lat, lon, height = '-32:22:48', '20:48:36', 1460.
     if site == 'tlv': lat, lon, height = '30:35:45', '34:45:48', 875.
     # The following is largely taken from the astropy example page
-    site_location = EarthLocation.from_geodetic(lat=lat, lon=lon, height=height*u.m)
-    sky_coordinates = SkyCoord(ra=ra*u.hourangle, dec=dec*u.deg)
+    site_location = EarthLocation.from_geodetic(lat=lat, lon=lon, height=height*units.m)
+    sky_coordinates = SkyCoord(ra=ra*units.hourangle, dec=dec*units.deg)
     # The time given in the NRES header is the exposure start time; correct this to the midpoint
     # Eventually, we will want to use the flux-weighted mid-point calculated from emeter data
-    obs_time = Time(time, location=site_location) + exptime/2.*u.s
+    obs_time = Time(time, location=site_location) + exptime / 2.0 * units.s
     barycorr_rv = sky_coordinates.radial_velocity_correction(obstime=obs_time)
     bjd_tdb = obs_time.tdb + obs_time.light_travel_time(sky_coordinates)
-    return barycorr_rv.to(u.m/u.s).value, bjd_tdb.to_value('jd')
+    return barycorr_rv.to('m / s').value, bjd_tdb.to_value('jd')
+
+
+def cross_correlate_over_traces(image, orders_to_use, velocities, template):
+    ccfs = []
+
+    for i in image.fibers[image.fibers['fiber'] == image.science_fiber]['trace']:
+        if i in orders_to_use:
+            # calculate the variance ahead of time
+            x_cor = cross_correlate(velocities, image.spectrum[i]['wavelength'], image.spectrum[i]['flux'],
+                                    image.spectrum[i]['uncertainty'],
+                                    template['wavelength'], template['flux'])
+        ccfs.append({'order': i, 'v': velocities, 'xcor': x_cor})
+    return Table(ccfs)
 
 
 class RVCalculator(Stage):
@@ -69,43 +83,43 @@ class RVCalculator(Stage):
     def do_stage(self, image) -> ObservationFrame:
         # Load in the template
         template_hdu = fits.open(self.TEMPLATE_FILENAME)
-        ccfs = []
-        for i in image.fibers[image.fibers['fiber'] == image.science_fiber]['trace']:
-            # for steps in 1 km/s from -2000 to +2000 km/s
-            velocities = np.arange(-2000, 2001, 1)
-            # calculate the variance ahead of time
-            x_cor = cross_correlate(velocities, image.spectrum[i]['wavelength'], image.spectrum[i]['flux'],
-                                    image.spectrum[i]['uncertainty'],
-                                    template_hdu[1].data['wavelength'], template_hdu[1].data['flux'])
 
-            # take the peak
-            best_v = velocities[np.argmax(x_cor)]
-            # for steps of 1m/s around that peak take +- 2 km/s and repeat the process
-            velocities = np.arange(best_v - 2, best_v + 2 + 1e-4, 1e-3)
-            x_cor = cross_correlate(velocities, image.spectrum[i]['wavelength'], image.spectrum[i]['flux'],
-                                    image.spectrum[i]['uncertainty'],
-                                    template_hdu[1].data['wavelength'], template_hdu[1].data['flux'])
+        template = {'wavlength': template_hdu[1].data['wavelength'], 'flux': template_hdu[1].data['flux']}
+        # This is mostly arbitrary. Just pick orders near the center of the detector
+        orders_to_use = np.arange(75, 101, 1)
+
+        # for steps in 1 km/s from -2000 to +2000 km/s
+        velocities = np.arange(-2000, 2001, 1)
 
-            # Save the 1 m/s cross correlation function
-            ccfs.append({'v': velocities, 'xcor': x_cor})
+        coarse_ccfs = cross_correlate_over_traces(image, orders_to_use, velocities, template)
 
-        rvs_per_order = [ccf['v'][np.argmax(ccf['xcor'])] for ccf in ccfs]
+        # take the peak
+        velocity_peaks = [velocities[np.argmax(ccf['xcor'])] for ccf in coarse_ccfs]
+        best_v = stats.sigma_clipped_mean(velocity_peaks, 3.0)
+        velocities = np.arange(best_v - 2, best_v + 2 + 1e-4, 1e-3)
+
+        final_ccfs = cross_correlate_over_traces(image, orders_to_use, velocities, template)
+
+        rvs_per_order = [ccf['v'][np.argmax(ccf['xcor'])] for ccf in final_ccfs]
         # Calculate the peak v (converting to m/s) in the spectrograph frame
-        rv_measured = (np.mean(rvs_per_order)) * 1000
+        rv_measured = stats.sigma_clipped_mean(rvs_per_order, 3.0) * 1000
+
+        # TODO: Add ra and dec to observation frame object
         # Compute the barycentric RV and observing time corrections
-        rv_correction, bjd_tdb = barycentric_correction(image.header['DATE-OBS'],image.header['EXPTIME'],
-                                                image.header['RA'],image.header['DEC'],image.header['SITEID'])
+        rv_correction, bjd_tdb = barycentric_correction(image.dateobs, image.exptime,
+                                                        image.header['RA'], image.header['DEC'], image.instrument.site)
         # Correct the RV per Wright & Eastman (2014) and save in the header
-        image.header['RV'] = rv_measured + rv_correction + rv_measured * rv_correction / c, 'Radial Velocity in Barycentric Frame [m/s]'
+        rv = rv_measured + rv_correction + rv_measured * rv_correction / c
+        image.header['RV'] = rv, 'Radial Velocity in Barycentric Frame [m/s]'
         # The following assumes that the uncertainty on the barycentric correction is negligible w.r.t. that
         # on the RV measured from the CCF, which should generally be true
-        image.header['RVERR'] = (np.std(rvs_per_order) * 1000, 'Radial Velocity Uncertainty [m/s]')
+        image.header['RVERR'] = stats.robust_standard_deviation(rvs_per_order) * 1000, 'Radial Velocity Uncertainty [m/s]'
         image.header['BARYCORR'] = rv_correction, 'Barycentric Correction Applied to the RV [m/s]'
         image.header['TCORR'] = bjd_tdb, 'Exposure Mid-Time (Barycentric Julian Date)'
         image.header['TCORVERN'] = 'astropy.time.light_travel_time', 'Time correction code version'
         image.header['TCORCOMP'] = 'ROMER, CLOCK', 'Time corrections done'
         image.header['TCOREPOS'] = 'ERFA', 'Source of Earth position'
         image.header['TCORSYST'] = 'BJD_TDB ', 'Ref. frame_timesystem of TCORR column'
-        image.header['PLEPHEM'] = solar_system_ephemeris.get, 'Source of planetary ephemerides'
-        image.ccf = Table(ccfs)
+        image.header['PLEPHEM'] = solar_system_ephemeris.get(), 'Source of planetary ephemerides'
+        image.ccf = final_ccfs
         return image
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 4332fd22..130b33f2 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -20,6 +20,7 @@
                   'banzai_nres.wavelength.ArcLoader',
                   'banzai_nres.extract.GetOptimalExtractionWeights',
                   'banzai_nres.extract.WeightedExtract',
+                  'banzai_nres.rv.RVCalculator'
                   ]
 
 CALIBRATION_MIN_FRAMES = {'BIAS': 5,
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index e10a8c16..73288a76 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -16,6 +16,7 @@
 from dateutil.parser import parse
 from astropy.io import fits
 from astropy.table import Table
+from banzai.utils import fits_utils
 
 import logging
 
@@ -168,11 +169,14 @@ def check_extracted_spectra(raw_filename, spec_extname, columns):
     created_images = []
     for day_obs in DAYS_OBS:
         created_images += glob(os.path.join(DATA_ROOT, day_obs, 'processed', raw_filename))
-    for fname in created_images:
-        spectrum = Table(fits.open(fname)[spec_extname].data)
+    for filename in created_images:
+        with fits.open(filename) as f:
+            hdu = fits_utils.unpack(f)
+        spectrum = Table(hdu[spec_extname].data)
         for colname in columns:
             assert colname in spectrum.colnames
             assert not np.allclose(spectrum[colname], 0)
+        assert 'RV' in hdu[0].header
 
 
 def run_check_if_stacked_calibrations_are_in_db(raw_filenames, calibration_type):
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 581f6d31..8bbc69b1 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -29,3 +29,9 @@ def test_cross_correlate():
     ccf = cross_correlate(velocity_steps, test_wavelengths * (1.0 + true_v / c), noisy_flux,
                           uncertainty, test_wavelengths, flux)
     assert np.argmax(ccf) == np.argmin(np.abs(velocity_steps - true_v))
+
+
+def test_rv():
+    # Make fake data from orders 75-100
+    # Run the RV code on the solstice
+    pass

From 5d0cd2922c4632cc93470bbb04ebee9ff8b0e32d Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Fri, 19 Jun 2020 13:48:11 -0700
Subject: [PATCH 191/303] First pass at unit test for barycentric correction.
 The framework is there but we need to think more about what time/sky location
 to use so the test currently passes no matter what.

---
 banzai_nres/tests/test_rv.py | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 8bbc69b1..35cf0757 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -1,7 +1,8 @@
-from banzai_nres.rv import cross_correlate, c
+from banzai_nres.rv import cross_correlate, c, barycentric_correction
 import numpy as np
 
 
+
 def gaussian(x, mu, sigma):
     return (2.0 * np.pi) ** -0.5 / sigma * np.exp(-0.5 * (x - mu) ** 2 / sigma ** 2)
 
@@ -35,3 +36,12 @@ def test_rv():
     # Make fake data from orders 75-100
     # Run the RV code on the solstice
     pass
+
+def test_bc_correction():
+    #Celestial coordinates of the North Ecliptic Pole
+    ra, dec = 18.0, 66.+33./60.+38.55/3600.
+    site = 'elp'
+    time, exptime = '2019-07-10T07:27:13.647', 0.0
+    bc_rv, bjd_tdb = barycentric_correction(time, exptime, ra, dec, site)
+    #assert np.close(np.abs(bc_rv),0.0,100) #Check RV correction is within 100 m/s of 0
+    pass
\ No newline at end of file

From 87d17f550a6c523186469b087e7efe2ff0783d8f Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 22 Jun 2020 18:29:48 -0400
Subject: [PATCH 192/303] Added a full integration test for the rv code. Not
 fully working. The correction to the RV is still much larger than I would
 expect

---
 banzai_nres/rv.py            | 49 +++++++++++++----------------
 banzai_nres/tests/test_rv.py | 60 +++++++++++++++++++++++++++++++++---
 2 files changed, 77 insertions(+), 32 deletions(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 2dc125b3..42e24767 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -8,7 +8,7 @@
 from astropy.time import Time
 from astropy.coordinates import SkyCoord, EarthLocation, solar_system_ephemeris
 from astropy import units
-from banzai import stats
+from banzai.utils import stats
 
 # Speed of light in km/s
 c = constants.c.to('km / s').value
@@ -48,31 +48,26 @@ def cross_correlate(velocities, wavelength, flux, flux_uncertainty, template_wav
 
 
 def barycentric_correction(time, exptime, ra, dec, site):
-    # TODO: figure out something better than hard-coding the NRES site coordinates
-    if site == 'lsc': lat, lon, height = '-30:10:2.64', '-70:48:17.28', 2198.
-    if site == 'elp': lat, lon, height = '30:40:12', '-104:01:12', 2070.
-    if site == 'cpt': lat, lon, height = '-32:22:48', '20:48:36', 1460.
-    if site == 'tlv': lat, lon, height = '30:35:45', '34:45:48', 875.
     # The following is largely taken from the astropy example page
-    site_location = EarthLocation.from_geodetic(lat=lat, lon=lon, height=height*units.m)
+    site_location = EarthLocation.from_geodetic(lat=site.latitude*units.deg, lon=site.longitude*units.deg,
+                                                height=site.elevation*units.m)
     sky_coordinates = SkyCoord(ra=ra*units.hourangle, dec=dec*units.deg)
     # The time given in the NRES header is the exposure start time; correct this to the midpoint
     # Eventually, we will want to use the flux-weighted mid-point calculated from emeter data
     obs_time = Time(time, location=site_location) + exptime / 2.0 * units.s
     barycorr_rv = sky_coordinates.radial_velocity_correction(obstime=obs_time)
     bjd_tdb = obs_time.tdb + obs_time.light_travel_time(sky_coordinates)
-    return barycorr_rv.to('m / s').value, bjd_tdb.to_value('jd')
+    return barycorr_rv.to('m/s').value, bjd_tdb.to_value('jd')
 
 
 def cross_correlate_over_traces(image, orders_to_use, velocities, template):
     ccfs = []
 
-    for i in image.fibers[image.fibers['fiber'] == image.science_fiber]['trace']:
-        if i in orders_to_use:
-            # calculate the variance ahead of time
-            x_cor = cross_correlate(velocities, image.spectrum[i]['wavelength'], image.spectrum[i]['flux'],
-                                    image.spectrum[i]['uncertainty'],
-                                    template['wavelength'], template['flux'])
+    for i in orders_to_use:
+        order = image.spectrum[np.logical_and(image.spectrum['fiber'] == image.science_fiber, image.spectrum['trace'] == i)][0]
+        # calculate the variance ahead of time
+        x_cor = cross_correlate(velocities, order['wavelength'], order['flux'], order['uncertainty'],
+                                template['wavelength'], template['flux'])
         ccfs.append({'order': i, 'v': velocities, 'xcor': x_cor})
     return Table(ccfs)
 
@@ -84,7 +79,7 @@ def do_stage(self, image) -> ObservationFrame:
         # Load in the template
         template_hdu = fits.open(self.TEMPLATE_FILENAME)
 
-        template = {'wavlength': template_hdu[1].data['wavelength'], 'flux': template_hdu[1].data['flux']}
+        template = {'wavelength': template_hdu[1].data['wavelength'], 'flux': template_hdu[1].data['flux']}
         # This is mostly arbitrary. Just pick orders near the center of the detector
         orders_to_use = np.arange(75, 101, 1)
 
@@ -94,32 +89,32 @@ def do_stage(self, image) -> ObservationFrame:
         coarse_ccfs = cross_correlate_over_traces(image, orders_to_use, velocities, template)
 
         # take the peak
-        velocity_peaks = [velocities[np.argmax(ccf['xcor'])] for ccf in coarse_ccfs]
+        velocity_peaks = np.array([velocities[np.argmax(ccf['xcor'])] for ccf in coarse_ccfs])
         best_v = stats.sigma_clipped_mean(velocity_peaks, 3.0)
         velocities = np.arange(best_v - 2, best_v + 2 + 1e-4, 1e-3)
 
         final_ccfs = cross_correlate_over_traces(image, orders_to_use, velocities, template)
 
-        rvs_per_order = [ccf['v'][np.argmax(ccf['xcor'])] for ccf in final_ccfs]
+        rvs_per_order = np.array([ccf['v'][np.argmax(ccf['xcor'])] for ccf in final_ccfs])
         # Calculate the peak v (converting to m/s) in the spectrograph frame
         rv_measured = stats.sigma_clipped_mean(rvs_per_order, 3.0) * 1000
 
         # TODO: Add ra and dec to observation frame object
         # Compute the barycentric RV and observing time corrections
         rv_correction, bjd_tdb = barycentric_correction(image.dateobs, image.exptime,
-                                                        image.header['RA'], image.header['DEC'], image.instrument.site)
+                                                        image.meta['RA'], image.meta['DEC'], image.instrument.site)
         # Correct the RV per Wright & Eastman (2014) and save in the header
         rv = rv_measured + rv_correction + rv_measured * rv_correction / c
-        image.header['RV'] = rv, 'Radial Velocity in Barycentric Frame [m/s]'
+        image.meta['RV'] = rv, 'Radial Velocity in Barycentric Frame [m/s]'
         # The following assumes that the uncertainty on the barycentric correction is negligible w.r.t. that
         # on the RV measured from the CCF, which should generally be true
-        image.header['RVERR'] = stats.robust_standard_deviation(rvs_per_order) * 1000, 'Radial Velocity Uncertainty [m/s]'
-        image.header['BARYCORR'] = rv_correction, 'Barycentric Correction Applied to the RV [m/s]'
-        image.header['TCORR'] = bjd_tdb, 'Exposure Mid-Time (Barycentric Julian Date)'
-        image.header['TCORVERN'] = 'astropy.time.light_travel_time', 'Time correction code version'
-        image.header['TCORCOMP'] = 'ROMER, CLOCK', 'Time corrections done'
-        image.header['TCOREPOS'] = 'ERFA', 'Source of Earth position'
-        image.header['TCORSYST'] = 'BJD_TDB ', 'Ref. frame_timesystem of TCORR column'
-        image.header['PLEPHEM'] = solar_system_ephemeris.get(), 'Source of planetary ephemerides'
+        image.meta['RVERR'] = stats.robust_standard_deviation(rvs_per_order) * 1000, 'Radial Velocity Uncertainty [m/s]'
+        image.meta['BARYCORR'] = rv_correction, 'Barycentric Correction Applied to the RV [m/s]'
+        image.meta['TCORR'] = bjd_tdb, 'Exposure Mid-Time (Barycentric Julian Date)'
+        image.meta['TCORVERN'] = 'astropy.time.light_travel_time', 'Time correction code version'
+        image.meta['TCORCOMP'] = 'ROMER, CLOCK', 'Time corrections done'
+        image.meta['TCOREPOS'] = 'ERFA', 'Source of Earth position'
+        image.meta['TCORSYST'] = 'BJD_TDB ', 'Ref. frame_timesystem of TCORR column'
+        image.meta['PLEPHEM'] = solar_system_ephemeris.get(), 'Source of planetary ephemerides'
         image.ccf = final_ccfs
         return image
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 8bbc69b1..11f9187d 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -1,5 +1,11 @@
-from banzai_nres.rv import cross_correlate, c
+from banzai_nres.rv import cross_correlate, c, RVCalculator
 import numpy as np
+import mock
+from astropy.io import fits
+from banzai_nres.frames import NRESObservationFrame
+from banzai_nres.frames import EchelleSpectralCCDData
+from types import SimpleNamespace
+from astropy.table import Table
 
 
 def gaussian(x, mu, sigma):
@@ -31,7 +37,51 @@ def test_cross_correlate():
     assert np.argmax(ccf) == np.argmin(np.abs(velocity_steps - true_v))
 
 
-def test_rv():
-    # Make fake data from orders 75-100
-    # Run the RV code on the solstice
-    pass
+@mock.patch('banzai_nres.rv.fits.open')
+def test_rv(mock_fits):
+    # Make fake data from orders 74-101
+    test_wavelengths = np.arange(4500.0, 6500.0, 0.01)
+    flux = np.ones(test_wavelengths.shape) * 1000
+
+    read_noise = 10.0
+    # add in fake lines
+    for i in range(1000):
+        central_wavelength = np.random.uniform() * 2000.0 + 4500.0
+        width = 0.1  # angstroms
+        sigma = width / 2 / np.sqrt(2.0 * np.log(2.0))
+        flux += gaussian(test_wavelengths, central_wavelength, sigma) * 10000.0 * np.random.uniform()
+
+    noisy_flux = np.random.poisson(flux).astype(float)
+    noisy_flux += np.random.normal(0.0, read_noise, size=len(flux))
+    uncertainty = np.sqrt(flux + read_noise**2.0)
+
+    mock_fits.return_value = fits.HDUList([fits.PrimaryHDU(),
+                                           fits.BinTableHDU(Table({'wavelength': test_wavelengths, 'flux': flux}))])
+    true_v = 1.205  # km / s
+
+    # Make the fake image
+    # Set the site to the north pole, and the ra and dec to the ecliptic pole. The time we chose is just
+    # to minimize the rv correction
+    header = fits.Header({'DATE-OBS': '2020-09-12T00:00:00.000000',  'RA': 269.99998557, 'DEC': 66.55911605,
+                          'OBJECTS': 'foo&none&none', 'EXPTIME': 1200.0})
+    site_info = {'longitude': 0.0, 'latitude': 90.0, 'elevation': 0.0}
+
+    # Each NRES order is ~70 Angstroms wide
+    spectrum = []
+    for i in range(26):
+        order = slice(i * 7000, (i + 1) * 7000, 1)
+        row = {'wavelength': test_wavelengths[order] * (1.0 + true_v / c),
+               'flux': noisy_flux[order], 'uncertainty': uncertainty[order], 'fiber': 0, 'trace': i + 75}
+        spectrum.append(row)
+
+    image = NRESObservationFrame([EchelleSpectralCCDData(np.zeros((1, 1)), meta=header, spectrum=Table(spectrum))],
+                                 'test.fits')
+    image.instrument = SimpleNamespace()
+    image.instrument.site = SimpleNamespace(**site_info)
+
+    # Run the RV code
+    stage = RVCalculator(None)
+    image = stage.do_stage(image)
+
+    # Assert that the true_v + rv_correction is what is in the header within 5 m/s
+    assert np.abs(true_v * 1000.0 + image.meta['BARYCORR'] - image.meta['RV']) < 5.0

From f0f106d913af101169eb0e75784e025cd3a95f23 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 23 Jun 2020 11:47:30 -0400
Subject: [PATCH 193/303] Added more rv tests. Added site info to the dbs.

---
 Dockerfile                    |  2 +-
 ExampleReduction.ipynb        |  4 +++-
 banzai_nres/rv.py             |  2 +-
 banzai_nres/tests/test_e2e.py |  2 ++
 banzai_nres/tests/test_rv.py  | 17 ++++++++---------
 5 files changed, 15 insertions(+), 12 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index c6858867..6a669ad3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-246-g33bba37
+FROM docker.lco.global/banzai:0.28.9-268-gd1cf215
 
 USER root
 
diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 479f52f7..f8d2c5f4 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -171,6 +171,8 @@
    "source": [
     "# THIS MAKES A FRESH DATABASE. DO NOT RUN ME UNLESS YOU WANT TO DELETE YOUR test.db AND MAKE A FRESH ONE\n",
     "os.system(f'banzai_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --timezone -6 --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --timezone -4 --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "for bpm_filename in glob('test_data/*/nres??/bpm/*bpm*'):\n",
@@ -371,7 +373,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.8.3"
   }
  },
  "nbformat": 4,
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 42e24767..ea1aacaa 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -51,7 +51,7 @@ def barycentric_correction(time, exptime, ra, dec, site):
     # The following is largely taken from the astropy example page
     site_location = EarthLocation.from_geodetic(lat=site.latitude*units.deg, lon=site.longitude*units.deg,
                                                 height=site.elevation*units.m)
-    sky_coordinates = SkyCoord(ra=ra*units.hourangle, dec=dec*units.deg)
+    sky_coordinates = SkyCoord(ra=ra, dec=dec, unit=(units.hourangle, units.deg))
     # The time given in the NRES header is the exposure start time; correct this to the midpoint
     # Eventually, we will want to use the flux-weighted mid-point calculated from emeter data
     obs_time = Time(time, location=site_location) + exptime / 2.0 * units.s
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 73288a76..bf8868e5 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -194,6 +194,8 @@ def run_check_if_stacked_calibrations_are_in_db(raw_filenames, calibration_type)
 def init(configdb):
     os.system(f'banzai_create_db --db-address={os.environ["DB_ADDRESS"]}')
     dbs.populate_instrument_tables(db_address=os.environ["DB_ADDRESS"], configdb_address='http://fakeconfigdb')
+    os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --timezone -6 --db-address={os.environ["DB_ADDRESS"]}')
+    os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --timezone -4 --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
     for instrument in INSTRUMENTS:
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index ae472da6..9a8194a0 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -8,7 +8,6 @@
 from astropy.table import Table
 
 
-
 def gaussian(x, mu, sigma):
     return (2.0 * np.pi) ** -0.5 / sigma * np.exp(-0.5 * (x - mu) ** 2 / sigma ** 2)
 
@@ -63,7 +62,7 @@ def test_rv(mock_fits):
     # Make the fake image
     # Set the site to the north pole, and the ra and dec to the ecliptic pole. The time we chose is just
     # to minimize the rv correction
-    header = fits.Header({'DATE-OBS': '2020-09-12T00:00:00.000000',  'RA': 269.99998557, 'DEC': 66.55911605,
+    header = fits.Header({'DATE-OBS': '2020-09-12T00:00:00.000000',  'RA': 18.0, 'DEC': 66.55911605,
                           'OBJECTS': 'foo&none&none', 'EXPTIME': 1200.0})
     site_info = {'longitude': 0.0, 'latitude': 90.0, 'elevation': 0.0}
 
@@ -89,10 +88,10 @@ def test_rv(mock_fits):
 
 
 def test_bc_correction():
-    #Celestial coordinates of the North Ecliptic Pole
-    ra, dec = 18.0, 66.+33./60.+38.55/3600.
-    site = 'elp'
-    time, exptime = '2019-07-10T07:27:13.647', 0.0
-    bc_rv, bjd_tdb = barycentric_correction(time, exptime, ra, dec, site)
-    #assert np.close(np.abs(bc_rv),0.0,100) #Check RV correction is within 100 m/s of 0
-    pass
+    # Celestial coordinates of the North Ecliptic Pole (decimal hours, degrees)
+    ra, dec = 18.0, 66.55911605
+    # From the north pole
+    site_info = {'longitude': 0.0, 'latitude': 90.0, 'elevation': 0.0}
+    time, exptime = '2020-09-12T00:00:00.000000', 0.0
+    bc_rv, bjd_tdb = barycentric_correction(time, exptime, ra, dec, SimpleNamespace(**site_info))
+    assert np.abs(bc_rv) < 10.0  # Check RV correction is within 10 m/s of 0

From 5d68c3b64444cd29f4e05cf1fe2c75cde954df4a Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 23 Jun 2020 13:25:13 -0400
Subject: [PATCH 194/303] Updated bug fix upstream

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 6a669ad3..9a48c5ba 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-268-gd1cf215
+FROM docker.lco.global/banzai:0.28.9-269-gc658f34
 
 USER root
 

From 91e54e0dcd21a73b18dca7ef89249721ee5ae8e9 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 23 Jun 2020 13:35:19 -0400
Subject: [PATCH 195/303] Updated bug fix upstream

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 9a48c5ba..d52e9ef1 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-269-gc658f34
+FROM docker.lco.global/banzai:0.28.9-270-gab24c52
 
 USER root
 

From 317ae07aaf6f6f4c12de71ec84c579b4472b0ece Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 23 Jun 2020 13:55:00 -0400
Subject: [PATCH 196/303] Updated bug fix upstream

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index d52e9ef1..7302f768 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-270-gab24c52
+FROM docker.lco.global/banzai:0.28.9-271-gd751874
 
 USER root
 

From 053f2a26e159aa9141c5446054b9c117571529e4 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Tue, 23 Jun 2020 11:24:11 -0700
Subject: [PATCH 197/303] Added comment on barycentric correction header
 keywords

---
 banzai_nres/rv.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index ea1aacaa..00cc9937 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -112,6 +112,8 @@ def do_stage(self, image) -> ObservationFrame:
         image.meta['BARYCORR'] = rv_correction, 'Barycentric Correction Applied to the RV [m/s]'
         image.meta['TCORR'] = bjd_tdb, 'Exposure Mid-Time (Barycentric Julian Date)'
         image.meta['TCORVERN'] = 'astropy.time.light_travel_time', 'Time correction code version'
+        #TODO: verify that the following are in fact the time corrections done by astropy;
+        #this isn't completely obvious from the online documentation
         image.meta['TCORCOMP'] = 'ROMER, CLOCK', 'Time corrections done'
         image.meta['TCOREPOS'] = 'ERFA', 'Source of Earth position'
         image.meta['TCORSYST'] = 'BJD_TDB ', 'Ref. frame_timesystem of TCORR column'

From ed4da355844f29a8b5e1a5a2848618df42ab9101 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 23 Jun 2020 14:28:12 -0400
Subject: [PATCH 198/303] Fixed some plumbing in getting the RVs.

---
 banzai_nres/extract.py    | 3 ++-
 banzai_nres/rv.py         | 2 +-
 banzai_nres/wavelength.py | 2 +-
 3 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/extract.py b/banzai_nres/extract.py
index c4259b0a..04b7cc20 100644
--- a/banzai_nres/extract.py
+++ b/banzai_nres/extract.py
@@ -32,7 +32,8 @@ def do_stage(self, image: EchelleSpectralCCDData):
             # get the average wavelength: Sum wavelengths weighted by 1 over the vertical width of the trace (e.g. 1/10)
             wavelength[i, x_extent] = self.extract_order(image.wavelengths[this_trace], weights=1/image.wavelengths[this_trace].shape[0])
 
-        image.spectrum = Table({'id': trace_ids, 'fiber': image.fibers['fiber'], 'wavelength': wavelength,
+        image.spectrum = Table({'id': trace_ids, 'order': image.fibers['order'],
+                                'fiber': image.fibers['fiber'], 'wavelength': wavelength,
                                 'flux': flux, 'uncertainty': np.sqrt(variance)})
         image.fibers = None
         return image
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index ea1aacaa..f36bd777 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -64,7 +64,7 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
     ccfs = []
 
     for i in orders_to_use:
-        order = image.spectrum[np.logical_and(image.spectrum['fiber'] == image.science_fiber, image.spectrum['trace'] == i)][0]
+        order = image.spectrum[np.logical_and(image.spectrum['fiber'] == image.science_fiber, image.spectrum['order'] == i)][0]
         # calculate the variance ahead of time
         x_cor = cross_correlate(velocities, order['wavelength'], order['flux'], order['uncertainty'],
                                 template['wavelength'], template['flux'])
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 0a57f914..0cadc969 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -151,7 +151,7 @@ def refine_wavelengths(self, image):
         true_fibers = [largest_fiber_number if fiber_id == largest_fiber_index else smaller_fiber_number
                        for fiber_id in fiber_ids]
         # set fibers attribute on image
-        image.fibers = Table({'trace': trace_ids, 'fiber': true_fibers})
+        image.fibers = Table({'order': ref_ids, 'fiber': true_fibers})
 
     @staticmethod
     def init_feature_labels(num_traces, features):

From c9d2f19cc7da53447bf284b8cea42a08a6d4d206 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 23 Jun 2020 15:13:29 -0400
Subject: [PATCH 199/303] Fixed some unit tests.

---
 banzai_nres/tests/test_extract.py | 5 +++--
 banzai_nres/tests/test_rv.py      | 2 +-
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/tests/test_extract.py b/banzai_nres/tests/test_extract.py
index 634b9fba..42c3f32a 100644
--- a/banzai_nres/tests/test_extract.py
+++ b/banzai_nres/tests/test_extract.py
@@ -145,7 +145,7 @@ def two_order_image():
     wavelengths = np.ones_like(traces) * 5  # dummy wavelengths image that has values distinct from flux and traces.
     image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty,
                                                          wavelengths=wavelengths, traces=traces,
-                                                         fibers={'fiber': np.arange(2)},
+                                                         fibers={'fiber': np.arange(2), 'order': np.arange(2)},
                                                          meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
     return image
 
@@ -169,5 +169,6 @@ def five_hundred_square_image(maxflux, number_traces, trace_width, read_noise=10
     image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty, traces=traces,
                                                          profile=profile, wavelengths=wavelengths,
                                                          meta={'OBJECTS': 'tung&tung&none'},
-                                                         fibers={'fiber': np.arange(number_traces)})], 'foo.fits')
+                                                         fibers={'fiber': np.arange(number_traces),
+                                                                 'order': np.arange(number_traces)})], 'foo.fits')
     return image
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 9a8194a0..a39b41f8 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -71,7 +71,7 @@ def test_rv(mock_fits):
     for i in range(26):
         order = slice(i * 7000, (i + 1) * 7000, 1)
         row = {'wavelength': test_wavelengths[order] * (1.0 + true_v / c),
-               'flux': noisy_flux[order], 'uncertainty': uncertainty[order], 'fiber': 0, 'trace': i + 75}
+               'flux': noisy_flux[order], 'uncertainty': uncertainty[order], 'fiber': 0, 'order': i + 75}
         spectrum.append(row)
 
     image = NRESObservationFrame([EchelleSpectralCCDData(np.zeros((1, 1)), meta=header, spectrum=Table(spectrum))],

From dd40b55fe0df7b4881afe58b91bd5ea4785439d6 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 23 Jun 2020 16:15:29 -0400
Subject: [PATCH 200/303] Added logger message. Fixed upstream bug with add
 sites.

---
 Dockerfile                    |    2 +-
 ExampleReduction.ipynb        | 1235 ++++++++++++++++++++++++++++++++-
 banzai_nres/rv.py             |    5 +
 banzai_nres/tests/test_e2e.py |    4 +-
 4 files changed, 1219 insertions(+), 27 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 7302f768..28e68cbe 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-271-gd751874
+FROM docker.lco.global/banzai:0.28.9-277-g15ea2f0
 
 USER root
 
diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index f8d2c5f4..e700baa2 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,16 +48,1203 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:54:18.738     INFO: <ipython-input-7-fc7e203332d2>: adding bpm test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:04.771     INFO: <ipython-input-8-f0a511cf5bd8>: adding bpm test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:28.292     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:28.587     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:28.628     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:28.666     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:28.667     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:28.709     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:28.710     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:29.142     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:29.797     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:29.808    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:32.112     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:32.422     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:32.468     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:32.505     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:32.507     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:32.545     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:32.546     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:33.009     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:33.676     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:33.682    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:35.939     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:36.233     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:36.273     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:36.308     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:36.309     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:36.362     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:55:36.363     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:36.774     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:37.415     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:37.422    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:39.790     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:40.044     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:40.086     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:40.117     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:40.118     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:40.156     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:40.157     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:40.550     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:41.183     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:41.191    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:43.589     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:43.897     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:43.942     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:43.973     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:43.974     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:44.008     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:44.009     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:44.505     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:45.183     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:45.191    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:47.294     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"BIAS\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:50.530     INFO:          stages: Running banzai.stages.BiasMaker | {\"filename\": \"lscnrs01-fl09-20180313-0044-b91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:55.825     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"calibration_type\": \"BIAS\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:58.062     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:55:58.729     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:58.990     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:59.029     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:59.061     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:59.062     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:59.100     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:59.102     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:55:59.443     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:00.142     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:00.394     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:00.565     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:00.594     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:00.595     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:00.602    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:03.484     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:03.750     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:03.787     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:03.822     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:03.823     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:03.851     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:03.852     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:04.177     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:04.897     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:05.137     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:05.283     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:05.311     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:05.312     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:56:05.319    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:08.356     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:08.651     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:08.694     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:08.731     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:08.732     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:08.772     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:08.774     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:09.230     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:10.088     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:10.342     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:10.554     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:10.603     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:10.605     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:10.618    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:13.619     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DARK\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:15.828     INFO:          stages: Running banzai.stages.DarkMaker | {\"filename\": \"lscnrs01-fl09-20180313-0048-d91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:19.736     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"calibration_type\": \"DARK\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:22.420     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:23.358     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:23.655     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:23.716     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:23.754     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:23.756     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:23.790     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:23.792     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:24.286     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:25.110     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:56:25.443     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:25.635     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:26.436     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:30.001     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:30.319     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:30.378     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:30.410     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:30.412     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:30.445     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:30.445     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:30.723     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:31.543     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:31.757     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:31.906     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:32.697     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:36.065     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:36.406     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:36.464     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:36.514     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:36.516     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:36.555     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:36.558     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:36.905     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:37.713     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:38.027     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:38.187     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:56:39.048     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:42.788     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:43.101     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:43.144     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:43.174     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:43.175     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:43.223     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:43.225     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:43.520     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:44.239     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:44.481     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:44.637     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:45.335     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:48.837     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:49.099     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:49.140     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:49.174     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:49.176     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:49.214     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:49.215     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:49.513     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:50.213     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:50.448     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:50.599     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:51.615     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:55.062     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:56:55.342     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:55.387     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:55.420     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:55.421     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:55.450     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:55.451     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:55.735     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:56.440     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:56.675     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:56.820     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:56:57.480     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:00.738     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:01.003     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:01.047     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:01.080     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:01.081     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:01.115     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:01.117     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:01.394     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:02.076     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:02.290     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:02.422     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:03.087     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:06.366     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:06.627     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:06.666     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:57:06.692     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:06.693     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:06.726     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:06.727     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:07.007     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:07.776     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:07.994     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:08.130     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:08.770     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:11.989     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:12.257     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:12.302     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:12.333     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:12.334     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:12.372     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:12.373     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:12.662     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:13.359     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:13.579     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:13.713     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:14.346     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:17.629     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:17.895     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:17.933     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:17.964     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:17.965     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:17.994     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:57:17.995     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:18.288     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:18.968     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:19.181     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:19.324     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:19.988     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:23.329     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:23.592     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:23.638     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:23.671     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:23.672     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:23.715     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:23.717     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:23.992     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:24.680     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:25.030     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:25.169     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:25.924     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:29.295     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:29.564     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:29.610     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:29.640     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:29.641     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:29.677     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:29.678     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:29.961     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:30.664     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:57:30.923     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:31.061     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:31.780     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:35.168     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:35.511     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:35.554     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:35.586     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:35.588     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:35.620     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:35.622     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:35.925     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:36.619     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:36.857     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:37.005     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:37.666     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:41.003     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:41.287     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:41.331     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:41.362     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:41.364     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:41.401     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:41.402     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:41.715     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:42.462     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:42.682     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:42.837     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:57:43.499     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:46.869     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:47.136     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:47.195     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:47.224     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:47.226     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:47.288     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:47.289     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:47.593     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:48.334     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:48.603     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:48.879     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:49.672     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:57:52.499     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"LAMPFLAT\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:04.800     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0003-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:09.838     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:09.841     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0013-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:22.317     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:22.554     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:22.565     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:23.353     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:27.638     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:28.010     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:28.366     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:28.924     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:29.341     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:29.689     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:58:30.032     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:30.374     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:30.723     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:31.073     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:31.411     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:31.769     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:32.113     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:32.459     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:32.804     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:33.152     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:33.502     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:33.897     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:34.254     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:34.612     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:34.964     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:35.309     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:35.647     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:35.990     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:36.331     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:36.673     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:37.021     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:37.363     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:37.705     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:38.046     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:38.392     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:38.742     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:39.091     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:58:39.431     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:39.767     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:40.101     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:40.453     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:40.819     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:41.157     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:41.506     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:41.865     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:42.209     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:42.563     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:42.909     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:43.253     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:43.596     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:43.952     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:44.304     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:44.651     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:44.993     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:45.350     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:45.709     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:46.065     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:46.411     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:46.757     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:47.095     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:47.441     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:47.785     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:48.132     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:48.480     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:58:48.825     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:49.164     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:49.497     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:49.837     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:50.168     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:50.505     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:50.862     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:51.212     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:51.557     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:51.906     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:52.238     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:52.584     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:52.932     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:53.285     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:53.632     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:54.007     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:54.347     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:54.703     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:55.060     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:55.406     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:55.746     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:56.087     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:56.418     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:56.760     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:57.101     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:57.461     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:57.803     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:58:58.155     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:58.504     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:58.883     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:59.231     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:59.571     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:58:59.983     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:00.422     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:00.876     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:01.271     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:01.772     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:02.222     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:02.602     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:02.979     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:03.326     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:03.718     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:04.066     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:04.391     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:04.727     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:05.072     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:05.407     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:05.735     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:06.080     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:06.494     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:06.918     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:07.265     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:07.607     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:07.945     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:59:08.379     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:08.743     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:09.092     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:09.439     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:09.788     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:10.153     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:10.479     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:10.827     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:11.159     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:11.486     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:11.806     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:12.140     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:12.474     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:12.800     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:13.185     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:13.613     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:13.941     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:14.263     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:14.579     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:14.895     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:15.215     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:15.529     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:15.844     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:16.090     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:20.456     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:20.931     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:21.367     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:59:21.750     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:22.132     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:22.504     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:22.880     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:23.269     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:23.644     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:24.028     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:24.429     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:24.840     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:25.256     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:25.636     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:26.018     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:26.393     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:26.774     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:27.176     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:27.570     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:27.940     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:28.328     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:28.731     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:29.097     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:29.501     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:29.889     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:30.268     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:30.641     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:31.023     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:31.408     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:31.780     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:59:32.141     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:32.533     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:32.895     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:33.260     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:33.650     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:34.043     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:34.431     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:34.803     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:35.190     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:35.571     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:35.942     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:36.326     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:36.722     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:37.089     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:37.454     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:37.818     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:38.164     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:38.498     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:38.844     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:39.187     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:39.533     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:39.874     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:40.211     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:40.584     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:40.966     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:41.342     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:41.750     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:59:42.150     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:42.558     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:42.984     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:43.381     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:43.827     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:44.221     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:44.619     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:44.993     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:45.374     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:45.747     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:46.097     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:46.442     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:46.802     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:47.157     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:47.517     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:47.875     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:48.338     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:48.752     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:49.141     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:49.535     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:49.904     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:50.269     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:50.633     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:51.017     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:51.361     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:51.735     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:52.109     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 15:59:52.508     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:52.910     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:53.278     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:53.638     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:53.982     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:54.331     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:54.675     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:55.036     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:55.401     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:55.789     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:56.176     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:56.564     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:56.943     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:57.323     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:57.701     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:58.075     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:58.547     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:58.989     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:59.361     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 15:59:59.854     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:00.268     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:00.739     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:01.135     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:01.513     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:01.892     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:02.273     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:02.642     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:00:03.002     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:03.359     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:03.741     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:04.109     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:04.480     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:04.828     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:05.176     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:05.520     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:05.872     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:06.246     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:06.650     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:07.008     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:07.368     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:07.734     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:08.094     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:08.471     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:08.843     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:09.243     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:09.626     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:09.983     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:10.389     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:10.765     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:11.135     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:11.497     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:11.869     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:12.219     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:12.608     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:00:12.917     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:13.273     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:13.637     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:13.934     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:14.352     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:14.754     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:15.178     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:15.690     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:16.163     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:16.659     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:17.183     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:17.781     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:18.820     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:20.656     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:22.506     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:23.289     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:23.738     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:24.244     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:24.744     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:25.439     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:25.998     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:26.498     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:27.176     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:27.848     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:28.473     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:29.121     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:29.738     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:00:30.374     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:31.076     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:31.724     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:32.439     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:33.112     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:33.750     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:34.412     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:34.861     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:35.319     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:35.754     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:36.179     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:36.586     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:36.973     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:37.504     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:37.913     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:38.367     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:38.769     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:39.158     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:39.669     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:40.083     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:40.458     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:40.920     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:41.330     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:41.726     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:42.114     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:42.546     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:42.961     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:00:43.423     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:43.818     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:44.323     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:44.895     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:45.435     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:45.929     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:46.363     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:46.917     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:47.326     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:47.775     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:48.147     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:48.517     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:48.926     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:49.330     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:49.735     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:50.131     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:50.620     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:51.083     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:51.530     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:51.949     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:52.341     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:52.727     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:53.150     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:53.682     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:54.089     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:54.493     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:55.100     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:00:55.498     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:55.876     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:56.270     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:56.742     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:57.161     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:57.563     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:57.985     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:58.393     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:58.792     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:59.190     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:00:59.660     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:00.138     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:00.562     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:00.943     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:01.343     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:01.826     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:02.322     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:02.763     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:03.157     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:03.649     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:04.065     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:04.463     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:04.833     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:05.206     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:05.579     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:05.955     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:06.332     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:01:06.710     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:07.115     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:07.642     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:08.063     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:08.585     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:09.033     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:09.538     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:10.090     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:10.461     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:10.821     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:11.186     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:11.628     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:12.069     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:12.595     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:13.375     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:13.965     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:14.434     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:15.037     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:15.421     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:15.868     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:16.330     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:16.879     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:17.235     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:17.598     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:17.994     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:18.372     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:18.775     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:01:19.137     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:19.495     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:19.861     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:20.286     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:20.861     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:21.187     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:21.594     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:22.002     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:22.458     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:22.947     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:23.356     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:23.744     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:24.136     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:24.531     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:25.000     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:25.387     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:25.756     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:26.155     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:26.557     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:26.960     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:27.347     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:27.734     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:28.128     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:28.571     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:29.054     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:29.443     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:29.833     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:01:30.223     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:30.706     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:31.122     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:31.602     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:32.074     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:32.721     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:33.303     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:33.695     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:34.080     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:34.465     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:34.847     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:35.240     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:35.625     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:36.152     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:36.546     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:37.051     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:37.455     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:37.891     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:38.356     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:38.733     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:39.144     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:39.608     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:40.000     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:40.586     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:41.186     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:41.594     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:42.072     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:01:42.466     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:42.981     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:43.580     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:44.195     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:44.826     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:45.423     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:45.841     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:46.264     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:46.766     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:47.199     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:47.632     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:48.030     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:48.595     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:49.015     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:49.405     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:49.808     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:50.318     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:50.752     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:51.141     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:51.586     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:52.004     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:52.410     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:52.836     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:53.218     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:53.770     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:54.150     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:54.633     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:01:55.084     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:55.484     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:56.008     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:56.387     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:56.840     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:57.220     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:57.602     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:57.975     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:58.508     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:58.957     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:59.422     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:01:59.935     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:00.490     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:00.909     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:01.340     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:01.756     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:02.215     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:02.693     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:03.174     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:03.597     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:04.009     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:04.411     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:04.867     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:05.525     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:05.976     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:06.365     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:06.769     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:02:07.169     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:07.606     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:07.988     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:08.395     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:08.842     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:09.215     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:09.593     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:09.970     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:10.340     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:10.722     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:11.101     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:11.476     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:11.848     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:12.234     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:12.625     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:13.010     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:13.385     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:13.754     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:14.129     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:14.505     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:14.885     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:15.274     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:15.677     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:16.170     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:16.587     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:16.977     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:17.369     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:02:17.759     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:18.142     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:18.567     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:19.028     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:19.417     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:19.812     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:20.218     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:20.695     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:21.091     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:21.360     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:30.930     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:49.825     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:50.727     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:51.031     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:51.093     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:51.141     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:51.143     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:51.185     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:51.186     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:51.715     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:52.446     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:52.768     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:53.002     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:53.711     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:57.452     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:57.749     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:57.792     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:02:57.822     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:57.823     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:57.862     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:57.863     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:58.157     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:58.865     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:59.078     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:59.218     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:02:59.870     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:03.104     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:03.378     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:03.420     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:03.446     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:03.447     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:03.480     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:03.481     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:03.767     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:04.465     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:04.709     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:04.862     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:05.585     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:08.813     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:09.069     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:09.110     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:09.139     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:09.140     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:09.173     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:03:09.174     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:09.458     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:10.156     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:10.376     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:10.510     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:11.194     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:14.515     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:14.816     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:14.866     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:14.898     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:14.899     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:14.954     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:14.955     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:15.414     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:16.350     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:16.615     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:16.775     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:17.532     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:21.327     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:21.593     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:21.635     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:21.664     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:21.665     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:21.704     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:21.706     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:21.977     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:22.700     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:03:22.914     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:23.040     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:23.692     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:26.915     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:27.168     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:27.206     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:27.236     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:27.238     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:27.273     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:27.275     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:27.542     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:28.222     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:28.463     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:28.604     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:29.295     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:32.514     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:32.747     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:32.783     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:32.817     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:32.818     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:32.855     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:32.856     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:33.110     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:33.811     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:34.057     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:34.230     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:34.900     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-06-23 16:03:37.477     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:43.712     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0008-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:47.488     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:47.494     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0023-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:53.251     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:53.383     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:54.958     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:55.061     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:56.478     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:56.576     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:56.583     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:56.592     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:56.606     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:56.608     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:56.625     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:03:56.626     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:04:05.330     INFO:      wavelength: 9191 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:04:05.375     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:04:05.397     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:04:05.398     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:04:10.726     INFO:      wavelength: 5959 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:04:10.758     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:04:10.778     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:04:10.780     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:04:10.810     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-06-23 16:05:48.379     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    }
+   ],
    "source": [
     "from banzai import main"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -78,7 +1265,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -91,7 +1278,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -126,7 +1313,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -154,7 +1341,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -165,14 +1352,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
     "# THIS MAKES A FRESH DATABASE. DO NOT RUN ME UNLESS YOU WANT TO DELETE YOUR test.db AND MAKE A FRESH ONE\n",
     "os.system(f'banzai_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
-    "os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --timezone -6 --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
-    "os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --timezone -4 --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --elevation 2027 --timezone -6 --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --elevation 2198 --timezone -4 --db-address={os.environ[\"DB_ADDRESS\"]}')   \n",
     "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "for bpm_filename in glob('test_data/*/nres??/bpm/*bpm*'):\n",
@@ -190,7 +1377,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -201,7 +1388,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -212,7 +1399,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -221,7 +1408,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -230,7 +1417,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -247,7 +1434,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -258,7 +1445,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -267,7 +1454,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -284,7 +1471,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -295,7 +1482,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -312,7 +1499,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 4a084b69..1285e3f8 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -9,6 +9,10 @@
 from astropy.coordinates import SkyCoord, EarthLocation, solar_system_ephemeris
 from astropy import units
 from banzai.utils import stats
+import logging
+
+
+logger = logging.getLogger('banzai')
 
 # Speed of light in km/s
 c = constants.c.to('km / s').value
@@ -64,6 +68,7 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
     ccfs = []
 
     for i in orders_to_use:
+        logger.info(f'Cross correlating for order: {i}')
         order = image.spectrum[np.logical_and(image.spectrum['fiber'] == image.science_fiber, image.spectrum['order'] == i)][0]
         # calculate the variance ahead of time
         x_cor = cross_correlate(velocities, order['wavelength'], order['flux'], order['uncertainty'],
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index bf8868e5..569feb94 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -194,8 +194,8 @@ def run_check_if_stacked_calibrations_are_in_db(raw_filenames, calibration_type)
 def init(configdb):
     os.system(f'banzai_create_db --db-address={os.environ["DB_ADDRESS"]}')
     dbs.populate_instrument_tables(db_address=os.environ["DB_ADDRESS"], configdb_address='http://fakeconfigdb')
-    os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --timezone -6 --db-address={os.environ["DB_ADDRESS"]}')
-    os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --timezone -4 --db-address={os.environ["DB_ADDRESS"]}')
+    os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --elevation 2027 --timezone -6 --db-address={os.environ["DB_ADDRESS"]}')
+    os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --elevation 2198 --timezone -4 --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
     for instrument in INSTRUMENTS:

From bca76b04aa8ceda37ae52ebc3fb3bd28414561a9 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 23 Jun 2020 16:16:27 -0400
Subject: [PATCH 201/303] Removed output from jupyter notebook.

---
 ExampleReduction.ipynb | 1231 +---------------------------------------
 1 file changed, 22 insertions(+), 1209 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index e700baa2..f1ae7111 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,1203 +48,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:54:18.738     INFO: <ipython-input-7-fc7e203332d2>: adding bpm test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:04.771     INFO: <ipython-input-8-f0a511cf5bd8>: adding bpm test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:28.292     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:28.587     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:28.628     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:28.666     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:28.667     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:28.709     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:28.710     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:29.142     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:29.797     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:29.808    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:32.112     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:32.422     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:32.468     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:32.505     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:32.507     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:32.545     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:32.546     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:33.009     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:33.676     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:33.682    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:35.939     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:36.233     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:36.273     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:36.308     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:36.309     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:36.362     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:55:36.363     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:36.774     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:37.415     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:37.422    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0045-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:39.790     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:40.044     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:40.086     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:40.117     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:40.118     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:40.156     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:40.157     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:40.550     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:41.183     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:41.191    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0046-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:43.589     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:43.897     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:43.942     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:43.973     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:43.974     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:44.008     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:44.009     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:44.505     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:45.183     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:45.191    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:47.294     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"BIAS\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:50.530     INFO:          stages: Running banzai.stages.BiasMaker | {\"filename\": \"lscnrs01-fl09-20180313-0044-b91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:55.825     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"calibration_type\": \"BIAS\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:58.062     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:55:58.729     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:58.990     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:59.029     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:59.061     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:59.062     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:59.100     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:59.102     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:55:59.443     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:00.142     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:00.394     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:00.565     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:00.594     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:00.595     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:00.602    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0048-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:03.484     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:03.750     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:03.787     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:03.822     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:03.823     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:03.851     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:03.852     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:04.177     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:04.897     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:05.137     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:05.283     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:05.311     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:05.312     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:56:05.319    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0047-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:08.356     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:08.651     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:08.694     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:08.731     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:08.732     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:08.772     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:08.774     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:09.230     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:10.088     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:10.342     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:10.554     INFO:          stages: Running banzai.stages.DarkNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:10.603     INFO:            dark: Normalizing dark by exposure time | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:10.605     INFO:          stages: Running banzai.stages.DarkComparer | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:10.618    ERROR:    calibrations: No master dark to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0049-d00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:13.619     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DARK\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:15.828     INFO:          stages: Running banzai.stages.DarkMaker | {\"filename\": \"lscnrs01-fl09-20180313-0048-d91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:19.736     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DARK\", \"filter\": null, \"calibration_type\": \"DARK\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:22.420     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:23.358     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:23.655     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:23.716     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:23.754     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:23.756     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:23.790     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:23.792     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:24.286     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:25.110     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:56:25.443     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:25.635     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:26.436     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0013-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:30.001     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:30.319     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:30.378     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:30.410     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:30.412     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:30.445     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:30.445     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:30.723     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:31.543     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:31.757     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:31.906     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:32.697     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0003-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:36.065     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:36.406     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:36.464     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:36.514     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:36.516     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:36.555     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:36.558     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:36.905     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:37.713     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:38.027     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:38.187     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:56:39.048     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0016-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:42.788     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:43.101     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:43.144     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:43.174     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:43.175     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:43.223     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:43.225     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:43.520     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:44.239     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:44.481     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:44.637     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:45.335     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0015-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:48.837     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:49.099     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:49.140     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:49.174     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:49.176     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:49.214     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:49.215     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:49.513     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:50.213     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:50.448     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:50.599     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:51.615     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0009-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:55.062     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:56:55.342     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:55.387     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:55.420     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:55.421     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:55.450     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:55.451     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:55.735     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:56.440     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:56.675     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:56.820     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:56:57.480     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0005-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:00.738     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:01.003     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:01.047     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:01.080     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:01.081     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:01.115     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:01.117     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:01.394     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:02.076     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:02.290     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:02.422     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:03.087     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0010-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:06.366     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:06.627     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:06.666     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:57:06.692     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:06.693     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:06.726     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:06.727     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:07.007     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:07.776     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:07.994     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:08.130     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:08.770     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0017-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:11.989     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:12.257     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:12.302     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:12.333     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:12.334     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:12.372     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:12.373     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:12.662     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:13.359     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:13.579     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:13.713     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:14.346     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0002-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:17.629     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:17.895     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:17.933     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:17.964     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:17.965     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:17.994     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:57:17.995     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:18.288     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:18.968     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:19.181     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:19.324     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:19.988     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0012-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:23.329     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:23.592     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:23.638     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:23.671     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:23.672     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:23.715     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:23.717     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:23.992     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:24.680     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:25.030     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:25.169     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:25.924     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0011-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:29.295     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:29.564     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:29.610     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:29.640     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:29.641     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:29.677     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:29.678     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:29.961     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:30.664     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:57:30.923     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:31.061     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:31.780     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0004-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:35.168     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:35.511     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:35.554     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:35.586     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:35.588     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:35.620     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:35.622     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:35.925     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:36.619     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:36.857     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:37.005     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:37.666     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0018-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:41.003     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:41.287     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:41.331     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:41.362     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:41.364     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:41.401     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:41.402     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:41.715     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:42.462     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:42.682     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:42.837     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:57:43.499     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0001-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:46.869     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:47.136     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:47.195     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:47.224     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:47.226     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:47.288     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:47.289     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:47.593     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:48.334     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:48.603     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:48.879     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:49.672     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0014-w00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:57:52.499     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"LAMPFLAT\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:04.800     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0003-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:09.838     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:09.841     INFO:          stages: Running banzai.stages.FlatStacker | {\"filename\": \"lscnrs01-fl09-20180313-0013-w91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:22.317     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"calibration_type\": \"LAMPFLAT\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:22.554     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:22.565     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:23.353     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:27.638     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:28.010     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:28.366     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:28.924     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:29.341     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:29.689     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:58:30.032     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:30.374     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:30.723     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:31.073     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:31.411     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:31.769     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:32.113     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:32.459     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:32.804     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:33.152     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:33.502     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:33.897     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:34.254     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:34.612     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:34.964     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:35.309     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:35.647     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:35.990     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:36.331     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:36.673     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:37.021     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:37.363     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:37.705     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:38.046     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:38.392     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:38.742     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:39.091     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:58:39.431     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:39.767     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:40.101     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:40.453     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:40.819     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:41.157     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:41.506     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:41.865     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:42.209     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:42.563     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:42.909     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:43.253     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:43.596     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:43.952     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:44.304     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:44.651     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:44.993     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:45.350     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:45.709     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:46.065     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:46.411     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:46.757     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:47.095     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:47.441     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:47.785     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:48.132     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:48.480     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:58:48.825     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:49.164     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:49.497     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:49.837     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:50.168     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:50.505     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:50.862     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:51.212     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:51.557     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:51.906     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:52.238     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:52.584     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:52.932     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:53.285     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:53.632     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:54.007     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:54.347     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:54.703     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:55.060     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:55.406     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:55.746     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:56.087     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:56.418     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:56.760     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:57.101     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:57.461     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:57.803     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:58:58.155     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:58.504     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:58.883     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:59.231     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:59.571     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:58:59.983     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:00.422     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:00.876     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:01.271     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:01.772     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:02.222     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:02.602     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:02.979     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:03.326     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:03.718     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:04.066     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:04.391     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:04.727     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:05.072     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:05.407     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:05.735     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:06.080     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:06.494     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:06.918     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:07.265     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:07.607     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:07.945     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:59:08.379     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:08.743     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:09.092     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:09.439     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:09.788     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:10.153     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:10.479     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:10.827     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:11.159     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:11.486     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:11.806     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:12.140     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:12.474     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:12.800     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:13.185     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:13.613     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:13.941     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:14.263     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:14.579     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:14.895     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:15.215     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:15.529     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:15.844     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:16.090     INFO:          stages: Running banzai.stages.TraceInitializer | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:20.456     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:20.931     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:21.367     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:59:21.750     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:22.132     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:22.504     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:22.880     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:23.269     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:23.644     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:24.028     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:24.429     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:24.840     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:25.256     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:25.636     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:26.018     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:26.393     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:26.774     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:27.176     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:27.570     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:27.940     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:28.328     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:28.731     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:29.097     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:29.501     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:29.889     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:30.268     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:30.641     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:31.023     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:31.408     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:31.780     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:59:32.141     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:32.533     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:32.895     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:33.260     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:33.650     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:34.043     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:34.431     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:34.803     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:35.190     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:35.571     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:35.942     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:36.326     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:36.722     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:37.089     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:37.454     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:37.818     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:38.164     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:38.498     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:38.844     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:39.187     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:39.533     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:39.874     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:40.211     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:40.584     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:40.966     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:41.342     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:41.750     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:59:42.150     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:42.558     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:42.984     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:43.381     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:43.827     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:44.221     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:44.619     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:44.993     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:45.374     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:45.747     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:46.097     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:46.442     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:46.802     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:47.157     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:47.517     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:47.875     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:48.338     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:48.752     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:49.141     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:49.535     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:49.904     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:50.269     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:50.633     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:51.017     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:51.361     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:51.735     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:52.109     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 15:59:52.508     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:52.910     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:53.278     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:53.638     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:53.982     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:54.331     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:54.675     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:55.036     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:55.401     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:55.789     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:56.176     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:56.564     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:56.943     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:57.323     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:57.701     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:58.075     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:58.547     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:58.989     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:59.361     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 15:59:59.854     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:00.268     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:00.739     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:01.135     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:01.513     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:01.892     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:02.273     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:02.642     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:00:03.002     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:03.359     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:03.741     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:04.109     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:04.480     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:04.828     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:05.176     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:05.520     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:05.872     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:06.246     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:06.650     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:07.008     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:07.368     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:07.734     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:08.094     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:08.471     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:08.843     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:09.243     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:09.626     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:09.983     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:10.389     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:10.765     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:11.135     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:11.497     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:11.869     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:12.219     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:12.608     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:00:12.917     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:13.273     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:13.637     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:13.934     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:14.352     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:14.754     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:15.178     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:15.690     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:16.163     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:16.659     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:17.183     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:17.781     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:18.820     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:20.656     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:22.506     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:23.289     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:23.738     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:24.244     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:24.744     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:25.439     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:25.998     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:26.498     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:27.176     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:27.848     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:28.473     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:29.121     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:29.738     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:00:30.374     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:31.076     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:31.724     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:32.439     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:33.112     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:33.750     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:34.412     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:34.861     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:35.319     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:35.754     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:36.179     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:36.586     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:36.973     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:37.504     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:37.913     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:38.367     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:38.769     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:39.158     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:39.669     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:40.083     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:40.458     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:40.920     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:41.330     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:41.726     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:42.114     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:42.546     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:42.961     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:00:43.423     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:43.818     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:44.323     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:44.895     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:45.435     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:45.929     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:46.363     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:46.917     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:47.326     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:47.775     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:48.147     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:48.517     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:48.926     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:49.330     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:49.735     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:50.131     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:50.620     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:51.083     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:51.530     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:51.949     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:52.341     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:52.727     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:53.150     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:53.682     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:54.089     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:54.493     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:55.100     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:00:55.498     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:55.876     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:56.270     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:56.742     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:57.161     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:57.563     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:57.985     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:58.393     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:58.792     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:59.190     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:00:59.660     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:00.138     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:00.562     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:00.943     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:01.343     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:01.826     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:02.322     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:02.763     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:03.157     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:03.649     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:04.065     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:04.463     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:04.833     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:05.206     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:05.579     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:05.955     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:06.332     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:01:06.710     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:07.115     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:07.642     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:08.063     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:08.585     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:09.033     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:09.538     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:10.090     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:10.461     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:10.821     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:11.186     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:11.628     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:12.069     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:12.595     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:13.375     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:13.965     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:14.434     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:15.037     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:15.421     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:15.868     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:16.330     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:16.879     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:17.235     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:17.598     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:17.994     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:18.372     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:18.775     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:01:19.137     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:19.495     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:19.861     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:20.286     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:20.861     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:21.187     INFO:          stages: Running banzai.stages.TraceRefiner | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:21.594     INFO:          traces: Fitting smooth spline to order 1 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:22.002     INFO:          traces: Fitting smooth spline to order 2 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:22.458     INFO:          traces: Fitting smooth spline to order 3 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:22.947     INFO:          traces: Fitting smooth spline to order 4 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:23.356     INFO:          traces: Fitting smooth spline to order 5 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:23.744     INFO:          traces: Fitting smooth spline to order 6 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:24.136     INFO:          traces: Fitting smooth spline to order 7 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:24.531     INFO:          traces: Fitting smooth spline to order 8 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:25.000     INFO:          traces: Fitting smooth spline to order 9 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:25.387     INFO:          traces: Fitting smooth spline to order 10 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:25.756     INFO:          traces: Fitting smooth spline to order 11 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:26.155     INFO:          traces: Fitting smooth spline to order 12 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:26.557     INFO:          traces: Fitting smooth spline to order 13 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:26.960     INFO:          traces: Fitting smooth spline to order 14 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:27.347     INFO:          traces: Fitting smooth spline to order 15 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:27.734     INFO:          traces: Fitting smooth spline to order 16 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:28.128     INFO:          traces: Fitting smooth spline to order 17 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:28.571     INFO:          traces: Fitting smooth spline to order 18 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:29.054     INFO:          traces: Fitting smooth spline to order 19 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:29.443     INFO:          traces: Fitting smooth spline to order 20 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:29.833     INFO:          traces: Fitting smooth spline to order 21 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:01:30.223     INFO:          traces: Fitting smooth spline to order 22 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:30.706     INFO:          traces: Fitting smooth spline to order 23 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:31.122     INFO:          traces: Fitting smooth spline to order 24 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:31.602     INFO:          traces: Fitting smooth spline to order 25 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:32.074     INFO:          traces: Fitting smooth spline to order 26 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:32.721     INFO:          traces: Fitting smooth spline to order 27 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:33.303     INFO:          traces: Fitting smooth spline to order 28 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:33.695     INFO:          traces: Fitting smooth spline to order 29 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:34.080     INFO:          traces: Fitting smooth spline to order 30 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:34.465     INFO:          traces: Fitting smooth spline to order 31 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:34.847     INFO:          traces: Fitting smooth spline to order 32 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:35.240     INFO:          traces: Fitting smooth spline to order 33 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:35.625     INFO:          traces: Fitting smooth spline to order 34 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:36.152     INFO:          traces: Fitting smooth spline to order 35 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:36.546     INFO:          traces: Fitting smooth spline to order 36 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:37.051     INFO:          traces: Fitting smooth spline to order 37 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:37.455     INFO:          traces: Fitting smooth spline to order 38 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:37.891     INFO:          traces: Fitting smooth spline to order 39 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:38.356     INFO:          traces: Fitting smooth spline to order 40 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:38.733     INFO:          traces: Fitting smooth spline to order 41 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:39.144     INFO:          traces: Fitting smooth spline to order 42 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:39.608     INFO:          traces: Fitting smooth spline to order 43 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:40.000     INFO:          traces: Fitting smooth spline to order 44 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:40.586     INFO:          traces: Fitting smooth spline to order 45 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:41.186     INFO:          traces: Fitting smooth spline to order 46 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:41.594     INFO:          traces: Fitting smooth spline to order 47 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:42.072     INFO:          traces: Fitting smooth spline to order 48 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:01:42.466     INFO:          traces: Fitting smooth spline to order 49 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:42.981     INFO:          traces: Fitting smooth spline to order 50 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:43.580     INFO:          traces: Fitting smooth spline to order 51 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:44.195     INFO:          traces: Fitting smooth spline to order 52 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:44.826     INFO:          traces: Fitting smooth spline to order 53 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:45.423     INFO:          traces: Fitting smooth spline to order 54 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:45.841     INFO:          traces: Fitting smooth spline to order 55 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:46.264     INFO:          traces: Fitting smooth spline to order 56 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:46.766     INFO:          traces: Fitting smooth spline to order 57 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:47.199     INFO:          traces: Fitting smooth spline to order 58 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:47.632     INFO:          traces: Fitting smooth spline to order 59 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:48.030     INFO:          traces: Fitting smooth spline to order 60 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:48.595     INFO:          traces: Fitting smooth spline to order 61 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:49.015     INFO:          traces: Fitting smooth spline to order 62 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:49.405     INFO:          traces: Fitting smooth spline to order 63 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:49.808     INFO:          traces: Fitting smooth spline to order 64 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:50.318     INFO:          traces: Fitting smooth spline to order 65 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:50.752     INFO:          traces: Fitting smooth spline to order 66 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:51.141     INFO:          traces: Fitting smooth spline to order 67 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:51.586     INFO:          traces: Fitting smooth spline to order 68 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:52.004     INFO:          traces: Fitting smooth spline to order 69 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:52.410     INFO:          traces: Fitting smooth spline to order 70 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:52.836     INFO:          traces: Fitting smooth spline to order 71 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:53.218     INFO:          traces: Fitting smooth spline to order 72 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:53.770     INFO:          traces: Fitting smooth spline to order 73 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:54.150     INFO:          traces: Fitting smooth spline to order 74 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:54.633     INFO:          traces: Fitting smooth spline to order 75 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:01:55.084     INFO:          traces: Fitting smooth spline to order 76 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:55.484     INFO:          traces: Fitting smooth spline to order 77 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:56.008     INFO:          traces: Fitting smooth spline to order 78 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:56.387     INFO:          traces: Fitting smooth spline to order 79 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:56.840     INFO:          traces: Fitting smooth spline to order 80 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:57.220     INFO:          traces: Fitting smooth spline to order 81 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:57.602     INFO:          traces: Fitting smooth spline to order 82 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:57.975     INFO:          traces: Fitting smooth spline to order 83 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:58.508     INFO:          traces: Fitting smooth spline to order 84 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:58.957     INFO:          traces: Fitting smooth spline to order 85 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:59.422     INFO:          traces: Fitting smooth spline to order 86 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:01:59.935     INFO:          traces: Fitting smooth spline to order 87 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:00.490     INFO:          traces: Fitting smooth spline to order 88 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:00.909     INFO:          traces: Fitting smooth spline to order 89 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:01.340     INFO:          traces: Fitting smooth spline to order 90 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:01.756     INFO:          traces: Fitting smooth spline to order 91 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:02.215     INFO:          traces: Fitting smooth spline to order 92 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:02.693     INFO:          traces: Fitting smooth spline to order 93 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:03.174     INFO:          traces: Fitting smooth spline to order 94 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:03.597     INFO:          traces: Fitting smooth spline to order 95 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:04.009     INFO:          traces: Fitting smooth spline to order 96 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:04.411     INFO:          traces: Fitting smooth spline to order 97 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:04.867     INFO:          traces: Fitting smooth spline to order 98 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:05.525     INFO:          traces: Fitting smooth spline to order 99 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:05.976     INFO:          traces: Fitting smooth spline to order 100 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:06.365     INFO:          traces: Fitting smooth spline to order 101 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:06.769     INFO:          traces: Fitting smooth spline to order 102 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:02:07.169     INFO:          traces: Fitting smooth spline to order 103 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:07.606     INFO:          traces: Fitting smooth spline to order 104 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:07.988     INFO:          traces: Fitting smooth spline to order 105 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:08.395     INFO:          traces: Fitting smooth spline to order 106 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:08.842     INFO:          traces: Fitting smooth spline to order 107 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:09.215     INFO:          traces: Fitting smooth spline to order 108 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:09.593     INFO:          traces: Fitting smooth spline to order 109 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:09.970     INFO:          traces: Fitting smooth spline to order 110 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:10.340     INFO:          traces: Fitting smooth spline to order 111 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:10.722     INFO:          traces: Fitting smooth spline to order 112 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:11.101     INFO:          traces: Fitting smooth spline to order 113 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:11.476     INFO:          traces: Fitting smooth spline to order 114 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:11.848     INFO:          traces: Fitting smooth spline to order 115 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:12.234     INFO:          traces: Fitting smooth spline to order 116 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:12.625     INFO:          traces: Fitting smooth spline to order 117 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:13.010     INFO:          traces: Fitting smooth spline to order 118 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:13.385     INFO:          traces: Fitting smooth spline to order 119 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:13.754     INFO:          traces: Fitting smooth spline to order 120 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:14.129     INFO:          traces: Fitting smooth spline to order 121 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:14.505     INFO:          traces: Fitting smooth spline to order 122 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:14.885     INFO:          traces: Fitting smooth spline to order 123 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:15.274     INFO:          traces: Fitting smooth spline to order 124 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:15.677     INFO:          traces: Fitting smooth spline to order 125 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:16.170     INFO:          traces: Fitting smooth spline to order 126 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:16.587     INFO:          traces: Fitting smooth spline to order 127 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:16.977     INFO:          traces: Fitting smooth spline to order 128 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:17.369     INFO:          traces: Fitting smooth spline to order 129 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:02:17.759     INFO:          traces: Fitting smooth spline to order 130 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:18.142     INFO:          traces: Fitting smooth spline to order 131 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:18.567     INFO:          traces: Fitting smooth spline to order 132 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:19.028     INFO:          traces: Fitting smooth spline to order 133 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:19.417     INFO:          traces: Fitting smooth spline to order 134 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:19.812     INFO:          traces: Fitting smooth spline to order 135 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:20.218     INFO:          traces: Fitting smooth spline to order 136 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:20.695     INFO:          traces: Fitting smooth spline to order 137 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:21.091     INFO:          traces: Fitting smooth spline to order 138 | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:21.360     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:30.930     INFO:          stages: Running banzai.stages.ProfileFitter | {\"filename\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"LAMPFLAT\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:49.825     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:50.727     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:51.031     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:51.093     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:51.141     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:51.143     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:51.185     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:51.186     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:51.715     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:52.446     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:52.768     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:53.002     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:53.711     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0023-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:57.452     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:57.749     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:57.792     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:02:57.822     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:57.823     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:57.862     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:57.863     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:58.157     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:58.865     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:59.078     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:59.218     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:02:59.870     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0008-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:03.104     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:03.378     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:03.420     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:03.446     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:03.447     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:03.480     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:03.481     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:03.767     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:04.465     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:04.709     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:04.862     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:05.585     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0007-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:08.813     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:09.069     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:09.110     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:09.139     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:09.140     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:09.173     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:03:09.174     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:09.458     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:10.156     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:10.376     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:10.510     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:11.194     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0020-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:14.515     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:14.816     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:14.866     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:14.898     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:14.899     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:14.954     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:14.955     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:15.414     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:16.350     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:16.615     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:16.775     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:17.532     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0019-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:21.327     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:21.593     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:21.635     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:21.664     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:21.665     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:21.704     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:21.706     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:21.977     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:22.700     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:03:22.914     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:23.040     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:23.692     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0022-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:26.915     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:27.168     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:27.206     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:27.236     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:27.238     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:27.273     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:27.275     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:27.542     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:28.222     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:28.463     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:28.604     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:29.295     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0021-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:32.514     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:32.747     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:32.783     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:32.817     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:32.818     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:32.855     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:32.856     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:33.110     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:33.811     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:34.057     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:34.230     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:34.900     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0006-a00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-06-23 16:03:37.477     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:43.712     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0008-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:47.488     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:47.494     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0023-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:53.251     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:53.383     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:54.958     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:55.061     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:56.478     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:56.576     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:56.583     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:56.592     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:56.606     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:56.608     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:56.625     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:03:56.626     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:04:05.330     INFO:      wavelength: 9191 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:04:05.375     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:04:05.397     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:04:05.398     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:04:10.726     INFO:      wavelength: 5959 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:04:10.758     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:04:10.778     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:04:10.780     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:04:10.810     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-06-23 16:05:48.379     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "from banzai import main"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1265,7 +78,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1278,7 +91,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1313,7 +126,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1341,7 +154,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1352,7 +165,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1377,7 +190,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1388,7 +201,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1399,7 +212,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1408,7 +221,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1417,7 +230,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1434,7 +247,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1445,7 +258,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1454,7 +267,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1471,7 +284,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1482,7 +295,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1499,7 +312,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [

From e609e7f4f65f3a772c4df2bff89284b5428aacd8 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 24 Jun 2020 14:17:23 -0400
Subject: [PATCH 202/303] Updates to get tests passing. We now correctly query
 for the site object in the barycentric correction code.

---
 Dockerfile                   |  2 +-
 ExampleReduction.ipynb       | 22 +++++++++++-----------
 banzai_nres/rv.py            | 20 +++++++++++++-------
 banzai_nres/tests/test_rv.py |  8 +++++---
 4 files changed, 30 insertions(+), 22 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 28e68cbe..b3b94bb0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-277-g15ea2f0
+FROM docker.lco.global/banzai:0.28.9-278-g789f7d4
 
 USER root
 
diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index f1ae7111..32e86b7a 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -68,6 +68,17 @@
     "settings.db_address = os.environ['DB_ADDRESS']"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# set up the context object.\n",
+    "import banzai\n",
+    "context = banzai.main.parse_args(settings, parse_system_args=False)"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -152,17 +163,6 @@
     "-----------------------------------------------------------------"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# set up the context object.\n",
-    "import banzai\n",
-    "context = banzai.main.parse_args(settings, parse_system_args=False)"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 1285e3f8..586cf192 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -1,5 +1,6 @@
 from banzai.stages import Stage
 from banzai.frames import ObservationFrame
+from banzai import dbs
 import pkg_resources
 from astropy.io import fits
 import numpy as np
@@ -68,11 +69,15 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
     ccfs = []
 
     for i in orders_to_use:
-        logger.info(f'Cross correlating for order: {i}')
-        order = image.spectrum[np.logical_and(image.spectrum['fiber'] == image.science_fiber, image.spectrum['order'] == i)][0]
-        # calculate the variance ahead of time
+        logger.info(f'Cross correlating for order: {i}', image=image)
+        order = image.spectrum[np.logical_and(image.spectrum['fiber'] == image.science_fiber,
+                                              image.spectrum['order'] == i)][0]
+
+        # Only pass in the given wavelength range +- 1 Angstrom to boost performance
+        order_indices = np.logical_and(template['wavelength'] >= np.min(order['wavelength'] - 1.0),
+                                       template['wavelength'] <= np.max(order['wavelength'] + 1.0))
         x_cor = cross_correlate(velocities, order['wavelength'], order['flux'], order['uncertainty'],
-                                template['wavelength'], template['flux'])
+                                template['wavelength'][order_indices], template['flux'][order_indices])
         ccfs.append({'order': i, 'v': velocities, 'xcor': x_cor})
     return Table(ccfs)
 
@@ -107,7 +112,8 @@ def do_stage(self, image) -> ObservationFrame:
         # TODO: Add ra and dec to observation frame object
         # Compute the barycentric RV and observing time corrections
         rv_correction, bjd_tdb = barycentric_correction(image.dateobs, image.exptime,
-                                                        image.meta['RA'], image.meta['DEC'], image.instrument.site)
+                                                        image.meta['RA'], image.meta['DEC'],
+                                                        dbs.get_site(image.instrument.site, self.runtime_context.db_address))
         # Correct the RV per Wright & Eastman (2014) and save in the header
         rv = rv_measured + rv_correction + rv_measured * rv_correction / c
         image.meta['RV'] = rv, 'Radial Velocity in Barycentric Frame [m/s]'
@@ -117,8 +123,8 @@ def do_stage(self, image) -> ObservationFrame:
         image.meta['BARYCORR'] = rv_correction, 'Barycentric Correction Applied to the RV [m/s]'
         image.meta['TCORR'] = bjd_tdb, 'Exposure Mid-Time (Barycentric Julian Date)'
         image.meta['TCORVERN'] = 'astropy.time.light_travel_time', 'Time correction code version'
-        #TODO: verify that the following are in fact the time corrections done by astropy;
-        #this isn't completely obvious from the online documentation
+        # TODO: verify that the following are in fact the time corrections done by astropy;
+        # this isn't completely obvious from the online documentation
         image.meta['TCORCOMP'] = 'ROMER, CLOCK', 'Time corrections done'
         image.meta['TCOREPOS'] = 'ERFA', 'Source of Earth position'
         image.meta['TCORSYST'] = 'BJD_TDB ', 'Ref. frame_timesystem of TCORR column'
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index a39b41f8..78b32341 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -37,8 +37,9 @@ def test_cross_correlate():
     assert np.argmax(ccf) == np.argmin(np.abs(velocity_steps - true_v))
 
 
+@mock.patch('banzai.dbs.get_site')
 @mock.patch('banzai_nres.rv.fits.open')
-def test_rv(mock_fits):
+def test_rv(mock_fits, mock_db):
     # Make fake data from orders 74-101
     test_wavelengths = np.arange(4500.0, 6500.0, 0.01)
     flux = np.ones(test_wavelengths.shape) * 1000
@@ -77,10 +78,11 @@ def test_rv(mock_fits):
     image = NRESObservationFrame([EchelleSpectralCCDData(np.zeros((1, 1)), meta=header, spectrum=Table(spectrum))],
                                  'test.fits')
     image.instrument = SimpleNamespace()
-    image.instrument.site = SimpleNamespace(**site_info)
+    image.instrument.site = 'npt'
+    mock_db.return_value = SimpleNamespace(**site_info)
 
     # Run the RV code
-    stage = RVCalculator(None)
+    stage = RVCalculator(SimpleNamespace(db_address='foo'))
     image = stage.do_stage(image)
 
     # Assert that the true_v + rv_correction is what is in the header within 5 m/s

From bfd318fd250402464b47e7dd4ab8ca25faa9af85 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 24 Jun 2020 15:53:04 -0400
Subject: [PATCH 203/303] Try bumping memory on listener container.

---
 helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
index 6c6e8638..e276505b 100644
--- a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
+++ b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
@@ -153,4 +153,4 @@ spec:
               memory: "128M"
             limits:
               cpu: "1"
-              memory: "1Gi"
+              memory: "4Gi"

From d098436d53348bd7fbfe8133d5fdf39ae4e72fd2 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 8 Jul 2020 14:43:52 -0400
Subject: [PATCH 204/303] Mask out missing data in RV cross-correlation.

---
 banzai_nres/extract.py          |  9 ++++-----
 banzai_nres/frames.py           | 24 +++++++++++++++++++++++-
 banzai_nres/rv.py               |  8 ++++----
 banzai_nres/tests/test_image.py |  7 +++----
 4 files changed, 34 insertions(+), 14 deletions(-)

diff --git a/banzai_nres/extract.py b/banzai_nres/extract.py
index 04b7cc20..146b1349 100644
--- a/banzai_nres/extract.py
+++ b/banzai_nres/extract.py
@@ -1,8 +1,7 @@
 import numpy as np
-from astropy.table import Table
 
 from banzai.stages import Stage
-from banzai_nres.frames import EchelleSpectralCCDData
+from banzai_nres.frames import EchelleSpectralCCDData, Spectrum1D
 from banzai_nres.utils.trace_utils import get_trace_region
 import logging
 
@@ -32,9 +31,9 @@ def do_stage(self, image: EchelleSpectralCCDData):
             # get the average wavelength: Sum wavelengths weighted by 1 over the vertical width of the trace (e.g. 1/10)
             wavelength[i, x_extent] = self.extract_order(image.wavelengths[this_trace], weights=1/image.wavelengths[this_trace].shape[0])
 
-        image.spectrum = Table({'id': trace_ids, 'order': image.fibers['order'],
-                                'fiber': image.fibers['fiber'], 'wavelength': wavelength,
-                                'flux': flux, 'uncertainty': np.sqrt(variance)})
+        image.spectrum = Spectrum1D({'id': trace_ids, 'order': image.fibers['order'],
+                                     'fiber': image.fibers['fiber'], 'wavelength': wavelength,
+                                     'flux': flux, 'uncertainty': np.sqrt(variance)})
         image.fibers = None
         return image
 
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 1a625358..8f3e599a 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -9,10 +9,32 @@
 from astropy.table import Table
 from typing import Union
 from astropy.io import fits
+from types import SimpleNamespace
+
 
 logger = logging.getLogger('banzai')
 
 
+class Spectrum1D:
+    def __init__(self, data):
+        self._table = Table(data)
+        self._table['mask'] = np.array([row['wavelength'] == 0.0 for row in self._table], dtype=np.uint8)
+
+    def __getitem__(self, item):
+        """
+        Get the spectrum given a fiber and order
+        :param item: tuple of fiber, order
+        :return: SimpleNamespace
+        """
+        fiber, order = item
+        row = self._table[np.logical_and(self._table['fiber'] == fiber, self._table['order'] == order)][0]
+        good_pixels = row['mask'] == 0
+        return SimpleNamespace(**{column: row[column][good_pixels] for column in row.colnames if column != 'mask'})
+
+    def to_fits(self, extname):
+        return fits.BinTableHDU(self._table, name=extname, header=fits.Header({'EXTNAME': extname}))
+
+
 class NRESObservationFrame(LCOObservationFrame):
     def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, hdu_order: list = None):
         LCOObservationFrame.__init__(self, hdu_list, file_path, frame_id=frame_id, hdu_order=hdu_order)
@@ -242,7 +264,7 @@ def to_fits(self, context):
                                                     extension_version=self.meta.get('EXTVER')))
         if self.spectrum is not None:
             extname = '1DSPEC'
-            hdu_list.append(fits.BinTableHDU(self.spectrum, name=extname, header=fits.Header({'EXTNAME': extname})))
+            hdu_list.append(self.spectrum.to_fits(extname))
         if self.blaze is not None:
             extname = 'BLAZE'
             hdu_list.append(fits.BinTableHDU(self.blaze, name=extname, header=fits.Header({'EXTNAME': extname})))
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 586cf192..0388443b 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -70,12 +70,11 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
 
     for i in orders_to_use:
         logger.info(f'Cross correlating for order: {i}', image=image)
-        order = image.spectrum[np.logical_and(image.spectrum['fiber'] == image.science_fiber,
-                                              image.spectrum['order'] == i)][0]
+        order = image.spectrum[image.science_fiber, i]
 
         # Only pass in the given wavelength range +- 1 Angstrom to boost performance
-        order_indices = np.logical_and(template['wavelength'] >= np.min(order['wavelength'] - 1.0),
-                                       template['wavelength'] <= np.max(order['wavelength'] + 1.0))
+        order_indices = np.logical_and(template['wavelength'] >= np.min(order['wavelength']) - 1.0,
+                                       template['wavelength'] <= np.max(order['wavelength']) + 1.0)
         x_cor = cross_correlate(velocities, order['wavelength'], order['flux'], order['uncertainty'],
                                 template['wavelength'][order_indices], template['flux'][order_indices])
         ccfs.append({'order': i, 'v': velocities, 'xcor': x_cor})
@@ -110,6 +109,7 @@ def do_stage(self, image) -> ObservationFrame:
         rv_measured = stats.sigma_clipped_mean(rvs_per_order, 3.0) * 1000
 
         # TODO: Add ra and dec to observation frame object
+        # Note: the RA and DEC from the header are where the telescope thinks it is pointing, not the requested RA/Dec
         # Compute the barycentric RV and observing time corrections
         rv_correction, bjd_tdb = barycentric_correction(image.dateobs, image.exptime,
                                                         image.meta['RA'], image.meta['DEC'],
diff --git a/banzai_nres/tests/test_image.py b/banzai_nres/tests/test_image.py
index edac56ae..deb70dbf 100644
--- a/banzai_nres/tests/test_image.py
+++ b/banzai_nres/tests/test_image.py
@@ -1,9 +1,8 @@
-from banzai_nres.frames import NRESObservationFrame, EchelleSpectralCCDData
+from banzai_nres.frames import NRESObservationFrame, EchelleSpectralCCDData, Spectrum1D
 from banzai.data import HeaderOnly
 from banzai import context
 
 import numpy as np
-from astropy.table import Table
 
 
 def test_get_num_lit_fibers():
@@ -15,7 +14,7 @@ def test_get_num_lit_fibers():
 
 def test_to_fits():
     data = np.ones((2, 2))
-    spec = Table({'flux': np.arange(10)})
+    spec = Spectrum1D({'fiber': 0, 'order': 1, 'flux': np.arange(10)})
     image = EchelleSpectralCCDData(data=data, uncertainty=2 * data,
                                    traces=3 * data, weights=4 * data,
                                    background=5 * data, spectrum=spec,
@@ -29,4 +28,4 @@ def test_to_fits():
         if name != '1DSPEC':
             assert np.allclose(hdulist[i].data, getattr(image, attribute[name]))
         else:
-            np.allclose(hdulist[i].data['flux'], image.spectrum['flux'])
+            assert np.allclose(hdulist[i].data[0]['flux'], image.spectrum[0, 1]['flux'])

From db5189df1d38dce4a66a89f60f209fb93d69c235 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 9 Jul 2020 11:03:38 -0400
Subject: [PATCH 205/303] Fixes to unit tests.

---
 banzai_nres/frames.py             |  6 ++---
 banzai_nres/tests/test_extract.py | 45 ++++++++++++++++---------------
 banzai_nres/tests/test_image.py   |  4 +--
 banzai_nres/tests/test_rv.py      |  4 +--
 4 files changed, 30 insertions(+), 29 deletions(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 8f3e599a..0d35001c 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -9,7 +9,6 @@
 from astropy.table import Table
 from typing import Union
 from astropy.io import fits
-from types import SimpleNamespace
 
 
 logger = logging.getLogger('banzai')
@@ -24,12 +23,13 @@ def __getitem__(self, item):
         """
         Get the spectrum given a fiber and order
         :param item: tuple of fiber, order
-        :return: SimpleNamespace
+        :return: dict
         """
         fiber, order = item
         row = self._table[np.logical_and(self._table['fiber'] == fiber, self._table['order'] == order)][0]
         good_pixels = row['mask'] == 0
-        return SimpleNamespace(**{column: row[column][good_pixels] for column in row.colnames if column != 'mask'})
+        return {column: row[column][good_pixels] if isinstance(row[column], np.ndarray) else row[column]
+                for column in row.colnames if column != 'mask'}
 
     def to_fits(self, extname):
         return fits.BinTableHDU(self._table, name=extname, header=fits.Header({'EXTNAME': extname}))
diff --git a/banzai_nres/tests/test_extract.py b/banzai_nres/tests/test_extract.py
index 42c3f32a..3e3ef5f3 100644
--- a/banzai_nres/tests/test_extract.py
+++ b/banzai_nres/tests/test_extract.py
@@ -37,17 +37,17 @@ def test_unit_weights_extraction(self):
         output_image = stage.do_stage(image)
         spectrum = output_image.spectrum
 
-        assert np.allclose(spectrum['flux'][0], expected_extracted_flux)
-        assert np.allclose(spectrum['wavelength'][0], expected_extracted_wavelength)
-        assert np.allclose(spectrum['uncertainty'][0], expected_extracted_uncertainty)
-        assert np.allclose(spectrum['id'][0], 1)
-
-        assert np.allclose(spectrum['flux'][1][1:-1], expected_extracted_flux)
-        assert np.allclose(spectrum['wavelength'][1][1:-1], expected_extracted_wavelength)
-        assert np.allclose(spectrum['flux'][1][[0, -1]], 0)
-        assert np.allclose(spectrum['uncertainty'][1:-1], expected_extracted_uncertainty)
-        assert np.allclose(spectrum['uncertainty'][1][[0, -1]], 0)
-        assert np.allclose(spectrum['id'][1], 2)
+        assert np.allclose(spectrum[0, 0]['flux'], expected_extracted_flux)
+        assert np.allclose(spectrum[0, 0]['wavelength'], expected_extracted_wavelength)
+        assert np.allclose(spectrum[0, 0]['uncertainty'], expected_extracted_uncertainty)
+        assert np.allclose(spectrum[0, 0]['id'], 1)
+
+        assert np.allclose(spectrum[1, 1]['flux'][1:-1], expected_extracted_flux)
+        assert np.allclose(spectrum[1, 1]['wavelength'][1:-1], expected_extracted_wavelength)
+        assert len(spectrum[1, 1]['flux']) == image.traces.shape[1] - 2
+        assert np.allclose(spectrum[1, 1]['uncertainty'][1:-1], expected_extracted_uncertainty)
+        assert len(spectrum[1, 1]['uncertainty']) == image.traces.shape[1] - 2
+        assert np.allclose(spectrum[1, 1]['id'], 2)
 
     @pytest.mark.integration
     def test_extract_in_poisson_regime(self):
@@ -67,10 +67,10 @@ def test_extract_in_poisson_regime(self):
         stage2 = WeightedExtract(input_context)
         optimal_image = stage2.do_stage(image)
         box_image = stage2.do_stage(image2)
-        assert np.allclose(optimal_image.spectrum['flux'], box_image.spectrum['flux'], rtol=0.05)
-        assert np.allclose(optimal_image.spectrum['wavelength'][0][100:-100], expected_extracted_wavelength)
-        assert np.allclose(optimal_image.spectrum['wavelength'][2][100:-100], expected_extracted_wavelength)
-        assert np.allclose(optimal_image.spectrum['uncertainty'], box_image.spectrum['uncertainty'], rtol=0.05)
+        for i in range(1, number_traces + 1):
+            assert np.allclose(optimal_image.spectrum[i, i]['flux'], box_image.spectrum[i, i]['flux'], rtol=0.05)
+            assert np.allclose(optimal_image.spectrum[i, i]['wavelength'], expected_extracted_wavelength)
+            assert np.allclose(optimal_image.spectrum[i, i]['uncertainty'], box_image.spectrum[i, i]['uncertainty'], rtol=0.05)
 
     @pytest.mark.integration
     def test_extract_in_readnoise_regime(self):
@@ -89,9 +89,10 @@ def test_extract_in_readnoise_regime(self):
         stage2 = WeightedExtract(input_context)
         optimal_image = stage2.do_stage(image)
         box_image = stage2.do_stage(image2)
-        optimal_median_sn = np.median(optimal_image.spectrum['flux'] / optimal_image.spectrum['uncertainty'])
-        box_median_sn = np.median(box_image.spectrum['flux'] / box_image.spectrum['uncertainty'])
-        assert optimal_median_sn > 1.45 * box_median_sn
+        for i in range(1, number_traces + 1):
+            optimal_median_sn = np.median(optimal_image.spectrum[i, i]['flux'] / optimal_image.spectrum[i,i]['uncertainty'])
+            box_median_sn = np.median(box_image.spectrum[i, i]['flux'] / box_image.spectrum[i, i]['uncertainty'])
+            assert optimal_median_sn > 1.45 * box_median_sn
 
 
 class TestGetWeights:
@@ -126,9 +127,9 @@ def test_optimal_weights_on_box_profile(self):
 
         stage = GetOptimalExtractionWeights(input_context)
         weights = stage.weights(profile,variance,mask)
-        #check that the weights in the order are 1/width of the order:
+        # check that the weights in the order are 1/width of the order:
         assert np.allclose(weights[np.isclose(profile,1)],1./3.)
-        #check that the weights of the area with zero profile are zero:
+        # check that the weights of the area with zero profile are zero:
         assert np.allclose(weights[np.isclose(profile,0)],0)
 
 
@@ -169,6 +170,6 @@ def five_hundred_square_image(maxflux, number_traces, trace_width, read_noise=10
     image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty, traces=traces,
                                                          profile=profile, wavelengths=wavelengths,
                                                          meta={'OBJECTS': 'tung&tung&none'},
-                                                         fibers={'fiber': np.arange(number_traces),
-                                                                 'order': np.arange(number_traces)})], 'foo.fits')
+                                                         fibers={'fiber': np.arange(number_traces) + 1,
+                                                                 'order': np.arange(number_traces) + 1})], 'foo.fits')
     return image
diff --git a/banzai_nres/tests/test_image.py b/banzai_nres/tests/test_image.py
index deb70dbf..88d3e186 100644
--- a/banzai_nres/tests/test_image.py
+++ b/banzai_nres/tests/test_image.py
@@ -14,7 +14,7 @@ def test_get_num_lit_fibers():
 
 def test_to_fits():
     data = np.ones((2, 2))
-    spec = Spectrum1D({'fiber': 0, 'order': 1, 'flux': np.arange(10)})
+    spec = Spectrum1D({'fiber': [0], 'order': [1], 'flux': [np.arange(10)], 'wavelength': [np.arange(10)]})
     image = EchelleSpectralCCDData(data=data, uncertainty=2 * data,
                                    traces=3 * data, weights=4 * data,
                                    background=5 * data, spectrum=spec,
@@ -28,4 +28,4 @@ def test_to_fits():
         if name != '1DSPEC':
             assert np.allclose(hdulist[i].data, getattr(image, attribute[name]))
         else:
-            assert np.allclose(hdulist[i].data[0]['flux'], image.spectrum[0, 1]['flux'])
+            assert np.allclose(hdulist[i].data[0]['flux'][1:], image.spectrum[0, 1]['flux'])
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 78b32341..fdcc3d4e 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -3,7 +3,7 @@
 import mock
 from astropy.io import fits
 from banzai_nres.frames import NRESObservationFrame
-from banzai_nres.frames import EchelleSpectralCCDData
+from banzai_nres.frames import EchelleSpectralCCDData, Spectrum1D
 from types import SimpleNamespace
 from astropy.table import Table
 
@@ -75,7 +75,7 @@ def test_rv(mock_fits, mock_db):
                'flux': noisy_flux[order], 'uncertainty': uncertainty[order], 'fiber': 0, 'order': i + 75}
         spectrum.append(row)
 
-    image = NRESObservationFrame([EchelleSpectralCCDData(np.zeros((1, 1)), meta=header, spectrum=Table(spectrum))],
+    image = NRESObservationFrame([EchelleSpectralCCDData(np.zeros((1, 1)), meta=header, spectrum=Spectrum1D(spectrum))],
                                  'test.fits')
     image.instrument = SimpleNamespace()
     image.instrument.site = 'npt'

From fb9090d72c0433f684d5f2a74e1045fbac33b935 Mon Sep 17 00:00:00 2001
From: Matt Daily <matt.daily85@gmail.com>
Date: Thu, 9 Jul 2020 13:59:44 -0700
Subject: [PATCH 206/303] Override output directory for NRES since it uses the
 instrument name.

NRES daydirs are structured by instrument name (nres01) rather
than camera name. The default behavior in upstream BANZAI needs
to be overridden to keep consistent with the daydir structure.
---
 banzai_nres/frames.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 0d35001c..31047deb 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -9,6 +9,7 @@
 from astropy.table import Table
 from typing import Union
 from astropy.io import fits
+import os
 
 
 logger = logging.getLogger('banzai')
@@ -43,6 +44,10 @@ def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, hdu_ord
     def num_lit_fibers(self):
         return 1 * self.fiber0_lit + 1 * self.fiber1_lit + 1 * self.fiber2_lit
 
+    def get_output_directory(self, runtime_context) -> str:
+        return os.path.join(runtime_context.processed_path, self.instrument.site,
+                            self.instrument.name, self.epoch, 'processed')
+
     @property
     def science_fiber(self):
         if self.fiber0_lit:

From b30c32b3a76bdf8ab1cc433604f7898aa4a46432 Mon Sep 17 00:00:00 2001
From: Jon <jnation@lco.global>
Date: Mon, 13 Jul 2020 07:11:57 +0000
Subject: [PATCH 207/303] update the configdb_example.json to match changes

---
 banzai_nres/tests/data/configdb_example.json | 54398 ++++++-----------
 1 file changed, 18680 insertions(+), 35718 deletions(-)

diff --git a/banzai_nres/tests/data/configdb_example.json b/banzai_nres/tests/data/configdb_example.json
index 01eae892..4d7b2ce2 100644
--- a/banzai_nres/tests/data/configdb_example.json
+++ b/banzai_nres/tests/data/configdb_example.json
@@ -1,35769 +1,18731 @@
 {
-  "count": 14,
-  "next": null,
-  "previous": null,
-  "results": [
-    {
-      "id": 1,
-      "name": "Back Parking Lot",
-      "code": "bpl",
-      "active": true,
-      "timezone": -8,
-      "restart": "19:00:00",
-      "tz": "US/Pacific",
-      "lat": 34.43314722,
-      "long": -119.8630833,
-      "elevation": 7,
-      "enclosure_set": [
+    "count": 14,
+    "next": null,
+    "previous": null,
+    "results": [
         {
-          "id": 1,
-          "name": "Dome A",
-          "code": "doma",
-          "active": true,
-          "site": "http://configdb.lco.gtn/sites/1/?format=json",
-          "telescope_set": [
-            {
-              "id": 1,
-              "serial_number": "",
-              "name": "1 Meter",
-              "code": "1m0a",
-              "active": true,
-              "lat": 34.43314722,
-              "slew_rate": 0.0,
-              "minimum_slew_overhead": 0.0,
-              "instrument_change_overhead": 0.0,
-              "long": -119.8630833,
-              "enclosure": "http://configdb.lco.gtn/enclosures/1/?format=json",
-              "horizon": 15.0,
-              "ha_limit_pos": 4.6,
-              "ha_limit_neg": -4.6,
-              "instrument_set": [
+            "id": 1,
+            "name": "Back Parking Lot",
+            "code": "bpl",
+            "active": true,
+            "timezone": -8,
+            "restart": "19:00:00",
+            "tz": "US/Pacific",
+            "lat": 34.43314722,
+            "long": -119.8630833,
+            "elevation": 7,
+            "enclosure_set": [
                 {
-                  "id": 1,
-                  "code": "ef12",
-                  "state": "ENABLED",
-                  "telescope": "http://configdb.lco.gtn/telescopes/1/?format=json",
-                  "science_camera": {
-                    "id": 10,
-                    "code": "ef12",
-                    "camera_type": {
-                      "id": 1,
-                      "size": "5.7x5.7",
-                      "pscale": 0.335,
-                      "default_mode": {
-                        "id": 1,
-                        "binning": 1,
-                        "overhead": 115,
-                        "readout": 0.0
-                      },
-                      "name": "Autoguider",
-                      "code": "Autoguider",
-                      "mode_set": [
-                        {
-                          "id": 1,
-                          "binning": 1,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 2,
-                          "binning": 2,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 3,
-                          "binning": 3,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 4,
-                          "binning": 4,
-                          "overhead": 114,
-                          "readout": 0.0
-                        }
-                      ],
-                      "fixed_overhead_per_exposure": 1.0,
-                      "front_padding": 90.0,
-                      "filter_change_time": 0.0,
-                      "config_change_time": 0.0,
-                      "acquire_exposure_time": 0.0,
-                      "acquire_processing_time": 0.0,
-                      "mode_types": [
-                        {
-                          "type": "readout",
-                          "modes": [
-                            {
-                              "name": "Autoguider 1x1",
-                              "overhead": 0.0,
-                              "code": "autoguider_1",
-                              "params": {
-                                "binning": 1
-                              }
-                            },
-                            {
-                              "name": "Autoguider 2x2",
-                              "overhead": 0.0,
-                              "code": "autoguider_2",
-                              "params": {
-                                "binning": 2
-                              }
-                            },
-                            {
-                              "name": "Autoguider 3x3",
-                              "overhead": 0.0,
-                              "code": "autoguider_3",
-                              "params": {
-                                "binning": 3
-                              }
-                            },
-                            {
-                              "name": "Autoguider 4x4",
-                              "overhead": 0.0,
-                              "code": "autoguider_4",
-                              "params": {
-                                "binning": 4
-                              }
-                            }
-                          ],
-                          "default": "autoguider_1"
-                        }
-                      ],
-                      "default_acceptability_threshold": 90.0,
-                      "pixels_x": 0,
-                      "pixels_y": 0,
-                      "max_rois": 0,
-                      "allow_self_guiding": true,
-                      "configuration_types": []
-                    },
-                    "filter_wheel": {
-                      "id": 10,
-                      "filters": [
-                        {
-                          "id": 52,
-                          "name": "Opaque",
-                          "code": "opaque",
-                          "filter_type": "Exotic"
-                        },
-                        {
-                          "id": 50,
-                          "name": "150um Pinhole",
-                          "code": "150um-Pinhole",
-                          "filter_type": "Engineering"
-                        },
-                        {
-                          "id": 15,
-                          "name": "Clear",
-                          "code": "air",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 16,
-                          "name": "SDSS-r&prime;",
-                          "code": "rp",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 17,
-                          "name": "SDSS-i&prime;",
-                          "code": "ip",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 18,
-                          "name": "SDSS-g&prime;",
-                          "code": "gp",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 19,
-                          "name": "PanSTARRS-Z",
-                          "code": "zs",
-                          "filter_type": "Standard"
-                        },
-                        {
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-                        },
-                        {
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-                          "name": "Bessell-B",
-                          "code": "B",
-                          "filter_type": "Standard"
+                    "id": 1,
+                    "name": "Dome A",
+                    "code": "doma",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/1/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 1,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": 34.43314722,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -119.8630833,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/1/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.6,
+                            "ha_limit_neg": -4.6,
+                            "instrument_set": [
+                                {
+                                    "id": 1,
+                                    "code": "ef12",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/1/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 10,
+                                        "code": "ef12",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "bpl.doma.1m0a.ef12-ef12",
+                                    "instrument_type": {
+                                        "id": 1,
+                                        "name": "Autoguider",
+                                        "code": "Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Autoguider 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 3x3",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 4x4",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_4",
+                                                        "params": {
+                                                            "binning": 4
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "autoguider_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 10,
+                                            "code": "ef12",
+                                            "camera_type": {
+                                                "id": 1,
+                                                "size": "5.7x5.7",
+                                                "pscale": 0.335,
+                                                "name": "Autoguider",
+                                                "code": "Autoguider",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "8",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 2,
+                                    "code": "kb20",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/1/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 30,
+                                        "code": "kb20",
+                                        "camera_type": {
+                                            "id": 7,
+                                            "size": "237.6x158.4",
+                                            "pscale": 4.641,
+                                            "name": "ContextCam",
+                                            "code": "ContextCam",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "rp,ip,V,B,zp"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "4",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "zp",
+                                                        "code": "zp",
+                                                        "schedulable": false
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "bpl.doma.1m0a.kb20-kb20",
+                                    "instrument_type": {
+                                        "id": 7,
+                                        "name": "ContextCam",
+                                        "code": "ContextCam",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "ContextCam 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "ContextCam 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "contextcam_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 30,
+                                            "code": "kb20",
+                                            "camera_type": {
+                                                "id": 7,
+                                                "size": "237.6x158.4",
+                                                "pscale": 4.641,
+                                                "name": "ContextCam",
+                                                "code": "ContextCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "rp,ip,V,B,zp"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "4",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "zp",
+                                                            "code": "zp",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 53,
+                                    "code": "fa08",
+                                    "state": "COMMISSIONING",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/1/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 10,
+                                        "code": "ef12",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "bpl.doma.1m0a.fa08-ef12",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 16,
+                                            "code": "fa08",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,ha,al,l3,r3,g3,b3,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "9",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "ha",
+                                                            "code": "ha",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "al",
+                                                            "code": "al",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "l3",
+                                                            "code": "l3",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "r3",
+                                                            "code": "r3",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "g3",
+                                                            "code": "g3",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "b3",
+                                                            "code": "b3",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.doma.bpl.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 71,
+                                    "code": "fl10",
+                                    "state": "COMMISSIONING",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/1/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 10,
+                                        "code": "ef12",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "bpl.doma.1m0a.fl10-ef12",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 56,
+                                            "code": "fl10",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "2",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "bpl.doma.1m0a"
                         }
-                      ],
-                      "__str__": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
-                    },
-                    "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B",
-                    "optical_elements": {
-                      "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
-                    },
-                    "optical_element_groups": [
-                      {
-                        "name": "6",
-                        "type": "filters",
-                        "optical_elements": [
-                          {
-                            "name": "Opaque",
-                            "code": "opaque",
-                            "schedulable": false
-                          },
-                          {
-                            "name": "100um Pinhole",
-                            "code": "100um-Pinhole",
-                            "schedulable": false
-                          },
-                          {
-                            "name": "PanSTARRS-w",
-                            "code": "w",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-u&prime;",
-                            "code": "up",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Clear",
-                            "code": "air",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-r&prime;",
-                            "code": "rp",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-i&prime;",
-                            "code": "ip",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-g&prime;",
-                            "code": "gp",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "PanSTARRS-Z",
-                            "code": "zs",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-V",
-                            "code": "V",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-B",
-                            "code": "B",
-                            "schedulable": true
-                          }
-                        ],
-                        "element_change_overhead": 0.0,
-                        "default": ""
-                      }
                     ],
-                    "host": "icc1.0m4a.aqwa.tfn.lco.gtn"
-                  },
-                  "__str__": "tfn.aqwa.0m4a.kb25-kb25"
+                    "__str__": "bpl.doma"
                 }
-              ],
-              "__str__": "tfn.aqwa.0m4a"
-            }
-          ],
-          "__str__": "tfn.aqwa"
-        }
-      ],
-      "__str__": "tfn"
-    },
-    {
-      "id": 10,
-      "name": "Wise, Israel",
-      "code": "tlv",
-      "active": true,
-      "timezone": 2,
-      "restart": "10:00:00",
-      "tz": "Israel",
-      "lat": 30.595833,
-      "long": 34.763333,
-      "elevation": 861,
-      "enclosure_set": [
+            ],
+            "__str__": "bpl"
+        },
+        {
+            "id": 13,
+            "name": "Continuous Integration Testing",
+            "code": "cit",
+            "active": true,
+            "timezone": -8,
+            "restart": "19:00:00",
+            "tz": "US/Pacific",
+            "lat": 34.43314722,
+            "long": -119.8630833,
+            "elevation": 7,
+            "enclosure_set": [],
+            "__str__": "cit"
+        },
         {
-          "id": 21,
-          "name": "Dome A",
-          "code": "doma",
-          "active": true,
-          "site": "http://configdb.lco.gtn/sites/10/?format=json",
-          "telescope_set": [
-            {
-              "id": 26,
-              "serial_number": "",
-              "name": "1 Meter",
-              "code": "1m0a",
-              "active": true,
-              "lat": 30.595833,
-              "slew_rate": 0.0,
-              "minimum_slew_overhead": 0.0,
-              "instrument_change_overhead": 0.0,
-              "long": 34.763333,
-              "enclosure": "http://configdb.lco.gtn/enclosures/21/?format=json",
-              "horizon": 15.0,
-              "ha_limit_pos": 7.0,
-              "ha_limit_neg": -7.0,
-              "instrument_set": [
+            "id": 2,
+            "name": "Siding Spring",
+            "code": "coj",
+            "active": true,
+            "timezone": 10,
+            "restart": "02:00:00",
+            "tz": "Australia/Sydney",
+            "lat": -31.272932,
+            "long": 149.070648,
+            "elevation": 1116,
+            "enclosure_set": [
                 {
-                  "id": 86,
-                  "code": "nres04",
-                  "state": "SCHEDULABLE",
-                  "telescope": "http://configdb.lco.gtn/telescopes/26/?format=json",
-                  "science_camera": {
-                    "id": 87,
-                    "code": "nres04",
-                    "camera_type": {
-                      "id": 18,
-                      "size": "0.045x0.045",
-                      "pscale": 0.5,
-                      "default_mode": {
-                        "id": 38,
-                        "binning": 1,
-                        "overhead": 20000,
-                        "readout": 57.0
-                      },
-                      "name": "1.0 meter NRES Commissioning",
-                      "code": "1m0-NRES-Commissioning",
-                      "mode_set": [
-                        {
-                          "id": 38,
-                          "binning": 1,
-                          "overhead": 20000,
-                          "readout": 57.0
-                        }
-                      ],
-                      "fixed_overhead_per_exposure": 0.5,
-                      "front_padding": 180.0,
-                      "filter_change_time": 20.0,
-                      "config_change_time": 0.0,
-                      "acquire_exposure_time": 10.0,
-                      "acquire_processing_time": 500.0,
-                      "mode_types": [
-                        {
-                          "type": "readout",
-                          "modes": [
-                            {
-                              "name": "NRES Commisioning 1x1",
-                              "overhead": 57.0,
-                              "code": "nres_comm_1",
-                              "params": {
-                                "binning": 1
-                              }
-                            }
-                          ],
-                          "default": "nres_comm_1"
-                        },
-                        {
-                          "type": "acquisition",
-                          "modes": [
-                            {
-                              "name": "Acquire Brightest",
-                              "overhead": 90.0,
-                              "code": "BRIGHTEST",
-                              "params": {
-                                "required_fields": [
-                                  "acquire_radius"
-                                ]
-                              }
-                            },
-                            {
-                              "name": "Acquire WCS",
-                              "overhead": 90.0,
-                              "code": "WCS",
-                              "params": {}
-                            }
-                          ],
-                          "default": "WCS"
-                        }
-                      ],
-                      "default_acceptability_threshold": 90.0,
-                      "pixels_x": 0,
-                      "pixels_y": 0,
-                      "max_rois": 0,
-                      "allow_self_guiding": true,
-                      "configuration_types": [
-                        "NRES_SPECTRUM",
-                        "NRES_EXPOSE",
-                        "NRES_TEST",
-                        "SCRIPT",
-                        "ENGINEERING",
-                        "ARC",
-                        "LAMP_FLAT",
-                        "NRES_BIAS",
-                        "NRES_DARK"
-                      ]
-                    },
-                    "filter_wheel": {
-                      "id": 17,
-                      "filters": [
-                        {
-                          "id": 15,
-                          "name": "Clear",
-                          "code": "air",
-                          "filter_type": "Standard"
+                    "id": 3,
+                    "name": "Clamshell A",
+                    "code": "clma",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/2/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 22,
+                            "serial_number": "",
+                            "name": "0.4 Meter",
+                            "code": "0m4a",
+                            "active": true,
+                            "lat": -31.272932,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": 149.070648,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/3/?format=json",
+                            "horizon": 25.0,
+                            "ha_limit_pos": 4.4666667,
+                            "ha_limit_neg": -4.533333,
+                            "instrument_set": [
+                                {
+                                    "id": 66,
+                                    "code": "kb98",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/22/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 71,
+                                        "code": "kb98",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "coj.clma.0m4a.kb98-kb98",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 71,
+                                            "code": "kb98",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 89,
+                                    "code": "kb24",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/22/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 91,
+                                        "code": "kb24",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "icc1.0m4a.clma.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.clma.0m4a.kb24-kb24",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
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+                                        "mode_types": [
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+                                                "type": "readout",
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+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
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+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
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+                                                        }
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+                                            },
+                                            {
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+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
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+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
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+                                            "id": 91,
+                                            "code": "kb24",
+                                            "camera_type": {
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+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
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+                                            },
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+                                                    "name": "6",
+                                                    "type": "filters",
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+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
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+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
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+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "icc1.0m4a.clma.coj.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "coj.clma.0m4a"
+                        },
+                        {
+                            "id": 19,
+                            "serial_number": "",
+                            "name": "0.4 meter",
+                            "code": "0m4b",
+                            "active": true,
+                            "lat": -31.272932,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": 149.070648,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/3/?format=json",
+                            "horizon": 25.0,
+                            "ha_limit_pos": 4.4666667,
+                            "ha_limit_neg": -4.533333,
+                            "instrument_set": [
+                                {
+                                    "id": 56,
+                                    "code": "kb84",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/19/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 59,
+                                        "code": "kb84",
+                                        "camera_type": {
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+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
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+                                                "type": "filters",
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+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "coj.clma.0m4b.kb84-kb84",
+                                    "instrument_type": {
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+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
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+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
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+                                        "mode_types": [
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+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
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+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
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+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
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+                                            "id": 59,
+                                            "code": "kb84",
+                                            "camera_type": {
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+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
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+                                            },
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+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 97,
+                                    "code": "kb56",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/19/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 99,
+                                        "code": "kb56",
+                                        "camera_type": {
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+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
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+                                        },
+                                        "optical_element_groups": [
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+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "icc1.0m4b.clma.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.clma.0m4b.kb56-kb56",
+                                    "instrument_type": {
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+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
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+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
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+                                            "id": 99,
+                                            "code": "kb56",
+                                            "camera_type": {
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+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
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+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
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+                                                        {
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+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
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+                                                    "default": ""
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+                                            "host": "icc1.0m4b.clma.coj.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 59,
+                                    "code": "kb94",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/19/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 63,
+                                        "code": "kb94",
+                                        "camera_type": {
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+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
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+                                                "type": "filters",
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+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "coj.clma.0m4b.kb94-kb94",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 63,
+                                            "code": "kb94",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 67,
+                                    "code": "kb97",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/19/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 72,
+                                        "code": "kb97",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "coj.clma.0m4b.kb97-kb97",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 72,
+                                            "code": "kb97",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "coj.clma.0m4b"
+                        },
+                        {
+                            "id": 3,
+                            "serial_number": "",
+                            "name": "2 Meter",
+                            "code": "2m0a",
+                            "active": true,
+                            "lat": -31.272932,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": 149.070648,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/3/?format=json",
+                            "horizon": 25.0,
+                            "ha_limit_pos": 12.0,
+                            "ha_limit_neg": -12.0,
+                            "instrument_set": [
+                                {
+                                    "id": 6,
+                                    "code": "fs03",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/3/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 35,
+                                        "code": "kb34",
+                                        "camera_type": {
+                                            "id": 11,
+                                            "size": "2.40x1.60",
+                                            "pscale": 0.092,
+                                            "name": "2.0 meter Spectral AG",
+                                            "code": "2m0-Spectral-AG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "air",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "4ag.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.clma.2m0a.fs03-kb34",
+                                    "instrument_type": {
+                                        "id": 5,
+                                        "name": "2.0 meter Spectral",
+                                        "code": "2m0-SciCam-Spectral",
+                                        "fixed_overhead_per_exposure": 8.5,
+                                        "front_padding": 180.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "2M Spectral 2x2",
+                                                        "overhead": 10.5,
+                                                        "code": "2m0_spectral_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "2m0_spectral_2"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 21,
+                                            "code": "fs03",
+                                            "camera_type": {
+                                                "id": 5,
+                                                "size": "10.5x10.5",
+                                                "pscale": 0.154,
+                                                "name": "2.0 meter Spectral",
+                                                "code": "2m0-SciCam-Spectral",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "D51,H-Beta,OIII,H-Alpha,Skymapper-VS,solar,Astrodon-UV,I,R,Y,up,air,rp,ip,gp,zs,V,B,200um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "12",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "D51",
+                                                            "code": "D51",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "H Beta",
+                                                            "code": "H-Beta",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "OIII",
+                                                            "code": "OIII",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "H Alpha",
+                                                            "code": "H-Alpha",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Skymapper CaV",
+                                                            "code": "Skymapper-VS",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Solar (V+R)",
+                                                            "code": "solar",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Astrodon UV",
+                                                            "code": "Astrodon-UV",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "200um Pinhole",
+                                                            "code": "200um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 8,
+                                    "code": "kb37",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/3/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 37,
+                                        "code": "kb37",
+                                        "camera_type": {
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+                                            "size": "6.40x4.30",
+                                            "pscale": 0.244,
+                                            "name": "2.0 meter FLOYDS AG",
+                                            "code": "2m0-FLOYDS-AG",
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+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
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+                                        },
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+                                                "name": "air",
+                                                "type": "filters",
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+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "coj.clma.2m0a.kb37-kb37",
+                                    "instrument_type": {
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+                                        "name": "2.0 meter FLOYDS AG",
+                                        "code": "2m0-FLOYDS-AG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                "type": "readout",
+                                                "modes": [
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+                                                        "name": "Floyds AG 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "floyds_ag_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Floyds AG 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "floyds_ag_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "floyds_ag_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
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+                                            "code": "kb37",
+                                            "camera_type": {
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+                                                "size": "6.40x4.30",
+                                                "pscale": 0.244,
+                                                "name": "2.0 meter FLOYDS AG",
+                                                "code": "2m0-FLOYDS-AG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
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+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "air",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 9,
+                                    "code": "kb34",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/3/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 35,
+                                        "code": "kb34",
+                                        "camera_type": {
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+                                            "size": "2.40x1.60",
+                                            "pscale": 0.092,
+                                            "name": "2.0 meter Spectral AG",
+                                            "code": "2m0-Spectral-AG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
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+                                        },
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+                                                "type": "filters",
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+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "4ag.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.clma.2m0a.kb34-kb34",
+                                    "instrument_type": {
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+                                        "name": "2.0 meter Spectral AG",
+                                        "code": "2m0-Spectral-AG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "2M Spectral AG 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "2m0_spectral_ag_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "2M Spectral AG 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "2m0_spectral_ag_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "2m0_spectral_ag_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
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+                                            "code": "kb34",
+                                            "camera_type": {
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+                                                "size": "2.40x1.60",
+                                                "pscale": 0.092,
+                                                "name": "2.0 meter Spectral AG",
+                                                "code": "2m0-Spectral-AG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "air"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "air",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "4ag.coj.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 7,
+                                    "code": "fs01",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/3/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 35,
+                                        "code": "kb34",
+                                        "camera_type": {
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+                                            "size": "2.40x1.60",
+                                            "pscale": 0.092,
+                                            "name": "2.0 meter Spectral AG",
+                                            "code": "2m0-Spectral-AG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
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+                                        },
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+                                                "type": "filters",
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+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "4ag.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.clma.2m0a.fs01-kb34",
+                                    "instrument_type": {
+                                        "id": 5,
+                                        "name": "2.0 meter Spectral",
+                                        "code": "2m0-SciCam-Spectral",
+                                        "fixed_overhead_per_exposure": 8.5,
+                                        "front_padding": 180.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "2M Spectral 2x2",
+                                                        "overhead": 10.5,
+                                                        "code": "2m0_spectral_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "2m0_spectral_2"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 19,
+                                            "code": "fs01",
+                                            "camera_type": {
+                                                "id": 5,
+                                                "size": "10.5x10.5",
+                                                "pscale": 0.154,
+                                                "name": "2.0 meter Spectral",
+                                                "code": "2m0-SciCam-Spectral",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
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+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "12",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "D51",
+                                                            "code": "D51",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "H Beta",
+                                                            "code": "H-Beta",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "OIII",
+                                                            "code": "OIII",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "H Alpha",
+                                                            "code": "H-Alpha",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Skymapper CaV",
+                                                            "code": "Skymapper-VS",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Solar (V+R)",
+                                                            "code": "solar",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Astrodon UV",
+                                                            "code": "Astrodon-UV",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "200um Pinhole",
+                                                            "code": "200um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "fs.coj.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 84,
+                                    "code": "floyds02",
+                                    "state": "COMMISSIONING",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/3/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 86,
+                                        "code": "kb38",
+                                        "camera_type": {
+                                            "id": 13,
+                                            "size": "6.40x4.30",
+                                            "pscale": 0.244,
+                                            "name": "2.0 meter FLOYDS AG",
+                                            "code": "2m0-FLOYDS-AG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "air",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "floyds.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.clma.2m0a.floyds02-kb38",
+                                    "instrument_type": {
+                                        "id": 4,
+                                        "name": "2.0 meter FLOYDS",
+                                        "code": "2m0-FLOYDS-SciCam",
+                                        "fixed_overhead_per_exposure": 0.5,
+                                        "front_padding": 120.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 60.0,
+                                        "acquire_exposure_time": 30.0,
+                                        "acquire_processing_time": 60.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Floyds 1x1",
+                                                        "overhead": 25.0,
+                                                        "code": "floyds_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "floyds_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "WCS"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "SPECTRUM",
+                                            "ARC",
+                                            "LAMP_FLAT",
+                                            "ENGINEERING",
+                                            "SCRIPT"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 18,
+                                            "code": "floyds02",
+                                            "camera_type": {
+                                                "id": 4,
+                                                "size": "0.33x0.03",
+                                                "pscale": 0.139,
+                                                "name": "2.0 meter FLOYDS",
+                                                "code": "2m0-FLOYDS-SciCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "slits": "slit_6.0as,slit_1.6as,slit_2.0as,slit_1.2as"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "21",
+                                                    "type": "slits",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "6.0 arcsec slit",
+                                                            "code": "slit_6.0as",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "1.6 arcsec slit",
+                                                            "code": "slit_1.6as",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "2.0 arcsec slit",
+                                                            "code": "slit_2.0as",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "1.2 arcsec slit",
+                                                            "code": "slit_1.2as",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "floyds.coj.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "coj.clma.2m0a"
                         }
-                      ],
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-                    },
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-                            "code": "air",
-                            "schedulable": true
-                          }
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                     ],
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-                      "name": "NRES Autoguider",
-                      "code": "NRES-Autoguider",
-                      "mode_set": [
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-                          "binning": 1,
-                          "overhead": 10000,
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-                        },
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-                              "overhead": 0.0,
-                              "code": "nres_ag_1",
-                              "params": {
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-                              }
-                            },
-                            {
-                              "name": "NRES AG 2x2",
-                              "overhead": 0.0,
-                              "code": "nres_ag_2",
-                              "params": {
-                                "binning": 2
-                              }
-                            }
-                          ],
-                          "default": "nres_ag_2"
+                    "__str__": "coj.clma"
+                },
+                {
+                    "id": 4,
+                    "name": "Doma A",
+                    "code": "doma",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/2/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 4,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": -31.272932,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": 149.070648,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/4/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.6,
+                            "ha_limit_neg": -4.6,
+                            "instrument_set": [
+                                {
+                                    "id": 12,
+                                    "code": "fa08",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/4/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 8,
+                                        "code": "ef09",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.doma.1m0a.fa08-ef09",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 16,
+                                            "code": "fa08",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,ha,al,l3,r3,g3,b3,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "9",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "ha",
+                                                            "code": "ha",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "al",
+                                                            "code": "al",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "l3",
+                                                            "code": "l3",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "r3",
+                                                            "code": "r3",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "g3",
+                                                            "code": "g3",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "b3",
+                                                            "code": "b3",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.doma.bpl.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 10,
+                                    "code": "ef09",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/4/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 8,
+                                        "code": "ef09",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.doma.1m0a.ef09-ef09",
+                                    "instrument_type": {
+                                        "id": 1,
+                                        "name": "Autoguider",
+                                        "code": "Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Autoguider 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 3x3",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 4x4",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_4",
+                                                        "params": {
+                                                            "binning": 4
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "autoguider_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 8,
+                                            "code": "ef09",
+                                            "camera_type": {
+                                                "id": 1,
+                                                "size": "5.7x5.7",
+                                                "pscale": 0.335,
+                                                "name": "Autoguider",
+                                                "code": "Autoguider",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "8",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.doma.coj.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 11,
+                                    "code": "kb18",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/4/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 29,
+                                        "code": "kb18",
+                                        "camera_type": {
+                                            "id": 7,
+                                            "size": "237.6x158.4",
+                                            "pscale": 4.641,
+                                            "name": "ContextCam",
+                                            "code": "ContextCam",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "rp,ip,V,B,zp"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "4",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "zp",
+                                                        "code": "zp",
+                                                        "schedulable": false
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "coj.doma.1m0a.kb18-kb18",
+                                    "instrument_type": {
+                                        "id": 7,
+                                        "name": "ContextCam",
+                                        "code": "ContextCam",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "ContextCam 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "ContextCam 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "contextcam_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 29,
+                                            "code": "kb18",
+                                            "camera_type": {
+                                                "id": 7,
+                                                "size": "237.6x158.4",
+                                                "pscale": 4.641,
+                                                "name": "ContextCam",
+                                                "code": "ContextCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "rp,ip,V,B,zp"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "4",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "zp",
+                                                            "code": "zp",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 63,
+                                    "code": "fa12",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/4/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 8,
+                                        "code": "ef09",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.doma.1m0a.fa12-ef09",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 67,
+                                            "code": "fa12",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "2",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.doma.coj.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "coj.doma.1m0a"
                         }
-                      ],
-                      "default_acceptability_threshold": 90.0,
-                      "pixels_x": 0,
-                      "pixels_y": 0,
-                      "max_rois": 0,
-                      "allow_self_guiding": true,
-                      "configuration_types": []
-                    },
-                    "filter_wheel": {
-                      "id": 17,
-                      "filters": [
-                        {
-                          "id": 15,
-                          "name": "Clear",
-                          "code": "air",
-                          "filter_type": "Standard"
+                    ],
+                    "__str__": "coj.doma"
+                },
+                {
+                    "id": 5,
+                    "name": "Dome B",
+                    "code": "domb",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/2/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 5,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": -31.272932,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": 149.070648,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/5/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.6,
+                            "ha_limit_neg": -4.6,
+                            "instrument_set": [
+                                {
+                                    "id": 14,
+                                    "code": "ef10",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/5/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 9,
+                                        "code": "ef10",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domb.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.domb.1m0a.ef10-ef10",
+                                    "instrument_type": {
+                                        "id": 1,
+                                        "name": "Autoguider",
+                                        "code": "Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Autoguider 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 3x3",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 4x4",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_4",
+                                                        "params": {
+                                                            "binning": 4
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "autoguider_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 9,
+                                            "code": "ef10",
+                                            "camera_type": {
+                                                "id": 1,
+                                                "size": "5.7x5.7",
+                                                "pscale": 0.335,
+                                                "name": "Autoguider",
+                                                "code": "Autoguider",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "8",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.domb.coj.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 16,
+                                    "code": "kb47",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/5/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 40,
+                                        "code": "kb47",
+                                        "camera_type": {
+                                            "id": 7,
+                                            "size": "237.6x158.4",
+                                            "pscale": 4.641,
+                                            "name": "ContextCam",
+                                            "code": "ContextCam",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "rp,ip,V,B,zp"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "4",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "zp",
+                                                        "code": "zp",
+                                                        "schedulable": false
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "coj.domb.1m0a.kb47-kb47",
+                                    "instrument_type": {
+                                        "id": 7,
+                                        "name": "ContextCam",
+                                        "code": "ContextCam",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "ContextCam 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "ContextCam 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "contextcam_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 40,
+                                            "code": "kb47",
+                                            "camera_type": {
+                                                "id": 7,
+                                                "size": "237.6x158.4",
+                                                "pscale": 4.641,
+                                                "name": "ContextCam",
+                                                "code": "ContextCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "rp,ip,V,B,zp"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "4",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "zp",
+                                                            "code": "zp",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 61,
+                                    "code": "kb77",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/5/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 9,
+                                        "code": "ef10",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domb.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.domb.1m0a.kb77-ef10",
+                                    "instrument_type": {
+                                        "id": 14,
+                                        "name": "1.0 meter SBIG",
+                                        "code": "1m0-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M SBIG 1x1",
+                                                        "overhead": 35.0,
+                                                        "code": "1m0_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "1M SBIG 2x2",
+                                                        "overhead": 14.5,
+                                                        "code": "1m0_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "1M SBIG 3x3",
+                                                        "overhead": 11.5,
+                                                        "code": "1m0_sbig_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sbig_2"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 64,
+                                            "code": "kb77",
+                                            "camera_type": {
+                                                "id": 14,
+                                                "size": "15.8x15.8",
+                                                "pscale": 0.232,
+                                                "name": "1.0 meter SBIG",
+                                                "code": "1m0-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "20",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 64,
+                                    "code": "fa11",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/5/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 9,
+                                        "code": "ef10",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domb.coj.lco.gtn"
+                                    },
+                                    "__str__": "coj.domb.1m0a.fa11-ef10",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 66,
+                                            "code": "fa11",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "2",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.domb.coj.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "coj.domb.1m0a"
                         }
-                      ],
-                      "__str__": "air"
-                    },
-                    "filters": "air",
-                    "optical_elements": {
-                      "filters": "air"
-                    },
-                    "optical_element_groups": [
-                      {
-                        "name": "air",
-                        "type": "filters",
-                        "optical_elements": [
-                          {
-                            "name": "Clear",
-                            "code": "air",
-                            "schedulable": true
-                          }
-                        ],
-                        "element_change_overhead": 0.0,
-                        "default": ""
-                      }
                     ],
-                    "host": "inst.1m0a.doma.tlv.lco.gtn"
-                  },
-                  "__str__": "tlv.doma.1m0a.nres04-ak10"
+                    "__str__": "coj.domb"
                 }
-              ],
-              "__str__": "tlv.doma.1m0a"
-            }
-          ],
-          "__str__": "tlv.doma"
+            ],
+            "__str__": "coj"
         },
         {
-          "id": 25,
-          "name": "Igloo A",
-          "code": "igla",
-          "active": true,
-          "site": "http://configdb.lco.gtn/sites/10/?format=json",
-          "telescope_set": [],
-          "__str__": "tlv.igla"
-        }
-      ],
-      "__str__": "tlv"
-    },
-    {
-      "id": 9,
-      "name": "Test Site",
-      "code": "tst",
-      "active": true,
-      "timezone": -8,
-      "restart": "19:00:00",
-      "tz": "US/Pacific",
-      "lat": 34.43314722,
-      "long": 35.0,
-      "elevation": 7,
-      "enclosure_set": [
-        {
-          "id": 17,
-          "name": "Dome A",
-          "code": "doma",
-          "active": true,
-          "site": "http://configdb.lco.gtn/sites/9/?format=json",
-          "telescope_set": [
-            {
-              "id": 18,
-              "serial_number": "",
-              "name": "1 Meter",
-              "code": "1m0a",
-              "active": true,
-              "lat": 34.43314722,
-              "slew_rate": 0.0,
-              "minimum_slew_overhead": 0.0,
-              "instrument_change_overhead": 0.0,
-              "long": 35.0,
-              "enclosure": "http://configdb.lco.gtn/enclosures/17/?format=json",
-              "horizon": 15.0,
-              "ha_limit_pos": 4.6,
-              "ha_limit_neg": -4.6,
-              "instrument_set": [
+            "id": 3,
+            "name": "Sutherland, South Africa",
+            "code": "cpt",
+            "active": true,
+            "timezone": 2,
+            "restart": "11:00:00",
+            "tz": "Africa/Johannesburg",
+            "lat": -32.3805542,
+            "long": 20.8101815,
+            "elevation": 1804,
+            "enclosure_set": [
                 {
-                  "id": 51,
-                  "code": "kbXX",
-                  "state": "ENABLED",
-                  "telescope": "http://configdb.lco.gtn/telescopes/18/?format=json",
-                  "science_camera": {
-                    "id": 52,
-                    "code": "kbXX",
-                    "camera_type": {
-                      "id": 14,
-                      "size": "15.8x15.8",
-                      "pscale": 0.232,
-                      "default_mode": {
-                        "id": 30,
-                        "binning": 2,
-                        "overhead": 60000,
-                        "readout": 14.5
-                      },
-                      "name": "1.0 meter SBIG",
-                      "code": "1m0-SciCam-SBIG",
-                      "mode_set": [
-                        {
-                          "id": 31,
-                          "binning": 3,
-                          "overhead": 60000,
-                          "readout": 11.5
-                        },
-                        {
-                          "id": 30,
-                          "binning": 2,
-                          "overhead": 60000,
-                          "readout": 14.5
-                        },
-                        {
-                          "id": 29,
-                          "binning": 1,
-                          "overhead": 60000,
-                          "readout": 35.0
-                        }
-                      ],
-                      "fixed_overhead_per_exposure": 1.0,
-                      "front_padding": 90.0,
-                      "filter_change_time": 2.0,
-                      "config_change_time": 0.0,
-                      "acquire_exposure_time": 0.0,
-                      "acquire_processing_time": 0.0,
-                      "mode_types": [
-                        {
-                          "type": "readout",
-                          "modes": [
-                            {
-                              "name": "1M SBIG 1x1",
-                              "overhead": 35.0,
-                              "code": "1m0_sbig_1",
-                              "params": {
-                                "binning": 1
-                              }
-                            },
-                            {
-                              "name": "1M SBIG 2x2",
-                              "overhead": 14.5,
-                              "code": "1m0_sbig_2",
-                              "params": {
-                                "binning": 2
-                              }
-                            },
-                            {
-                              "name": "1M SBIG 3x3",
-                              "overhead": 11.5,
-                              "code": "1m0_sbig_3",
-                              "params": {
-                                "binning": 3
-                              }
-                            }
-                          ],
-                          "default": "1m0_sbig_2"
-                        }
-                      ],
-                      "default_acceptability_threshold": 90.0,
-                      "pixels_x": 0,
-                      "pixels_y": 0,
-                      "max_rois": 0,
-                      "allow_self_guiding": true,
-                      "configuration_types": [
-                        "EXPOSE",
-                        "BIAS",
-                        "DARK",
-                        "STANDARD",
-                        "SCRIPT",
-                        "AUTO_FOCUS",
-                        "SKY_FLAT",
-                        "ENGINEERING"
-                      ]
-                    },
-                    "filter_wheel": {
-                      "id": 1,
-                      "filters": [
-                        {
-                          "id": 9,
-                          "name": "Bessell-I",
-                          "code": "I",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 10,
-                          "name": "Bessell-R",
-                          "code": "R",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 11,
-                          "name": "Bessell-U",
-                          "code": "U",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 12,
-                          "name": "PanSTARRS-w",
-                          "code": "w",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 13,
-                          "name": "PanSTARRS-Y",
-                          "code": "Y",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 14,
-                          "name": "SDSS-u&prime;",
-                          "code": "up",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 15,
-                          "name": "Clear",
-                          "code": "air",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 16,
-                          "name": "SDSS-r&prime;",
-                          "code": "rp",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 17,
-                          "name": "SDSS-i&prime;",
-                          "code": "ip",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 18,
-                          "name": "SDSS-g&prime;",
-                          "code": "gp",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 19,
-                          "name": "PanSTARRS-Z",
-                          "code": "zs",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 20,
-                          "name": "Bessell-V",
-                          "code": "V",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 21,
-                          "name": "Bessell-B",
-                          "code": "B",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 49,
-                          "name": "400um Pinhole",
-                          "code": "400um-Pinhole",
-                          "filter_type": "Engineering"
-                        },
-                        {
-                          "id": 50,
-                          "name": "150um Pinhole",
-                          "code": "150um-Pinhole",
-                          "filter_type": "Engineering"
+                    "id": 6,
+                    "name": "Dome A",
+                    "code": "doma",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/3/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 6,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": -32.3805542,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": 20.8101815,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/6/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.6,
+                            "ha_limit_neg": -4.6,
+                            "instrument_set": [
+                                {
+                                    "id": 18,
+                                    "code": "ef02",
+                                    "state": "COMMISSIONING",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/6/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 2,
+                                        "code": "ef02",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.cpt.lco.gtn"
+                                    },
+                                    "__str__": "cpt.doma.1m0a.ef02-ef02",
+                                    "instrument_type": {
+                                        "id": 1,
+                                        "name": "Autoguider",
+                                        "code": "Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Autoguider 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 3x3",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 4x4",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_4",
+                                                        "params": {
+                                                            "binning": 4
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "autoguider_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 2,
+                                            "code": "ef02",
+                                            "camera_type": {
+                                                "id": 1,
+                                                "size": "5.7x5.7",
+                                                "pscale": 0.335,
+                                                "name": "Autoguider",
+                                                "code": "Autoguider",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "8",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.doma.cpt.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 17,
+                                    "code": "fl16",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/6/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 2,
+                                        "code": "ef02",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.cpt.lco.gtn"
+                                    },
+                                    "__str__": "cpt.doma.1m0a.fl16-ef02",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 68,
+                                            "code": "fl16",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "2",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 19,
+                                    "code": "kb21",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/6/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 31,
+                                        "code": "kb21",
+                                        "camera_type": {
+                                            "id": 7,
+                                            "size": "237.6x158.4",
+                                            "pscale": 4.641,
+                                            "name": "ContextCam",
+                                            "code": "ContextCam",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "rp,ip,V,B,zp"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "4",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "zp",
+                                                        "code": "zp",
+                                                        "schedulable": false
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "cpt.doma.1m0a.kb21-kb21",
+                                    "instrument_type": {
+                                        "id": 7,
+                                        "name": "ContextCam",
+                                        "code": "ContextCam",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "ContextCam 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "ContextCam 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "contextcam_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 31,
+                                            "code": "kb21",
+                                            "camera_type": {
+                                                "id": 7,
+                                                "size": "237.6x158.4",
+                                                "pscale": 4.641,
+                                                "name": "ContextCam",
+                                                "code": "ContextCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "rp,ip,V,B,zp"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "4",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "zp",
+                                                            "code": "zp",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 95,
+                                    "code": "fa16",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/6/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 2,
+                                        "code": "ef02",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.cpt.lco.gtn"
+                                    },
+                                    "__str__": "cpt.doma.1m0a.fa16-ef02",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 96,
+                                            "code": "fa16",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "2",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.doma.cpt.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "cpt.doma.1m0a"
                         }
-                      ],
-                      "__str__": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole"
-                    },
-                    "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole",
-                    "optical_elements": {
-                      "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole"
-                    },
-                    "optical_element_groups": [
-                      {
-                        "name": "2",
-                        "type": "filters",
-                        "optical_elements": [
-                          {
-                            "name": "Bessell-I",
-                            "code": "I",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-R",
-                            "code": "R",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-U",
-                            "code": "U",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "PanSTARRS-w",
-                            "code": "w",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "PanSTARRS-Y",
-                            "code": "Y",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-u&prime;",
-                            "code": "up",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Clear",
-                            "code": "air",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-r&prime;",
-                            "code": "rp",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-i&prime;",
-                            "code": "ip",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-g&prime;",
-                            "code": "gp",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "PanSTARRS-Z",
-                            "code": "zs",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-V",
-                            "code": "V",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-B",
-                            "code": "B",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "400um Pinhole",
-                            "code": "400um-Pinhole",
-                            "schedulable": false
-                          },
-                          {
-                            "name": "150um Pinhole",
-                            "code": "150um-Pinhole",
-                            "schedulable": false
-                          }
-                        ],
-                        "element_change_overhead": 0.0,
-                        "default": ""
-                      }
                     ],
-                    "host": "N/A"
-                  },
-                  "autoguider_camera": {
-                    "id": 11,
-                    "code": "efXX",
-                    "camera_type": {
-                      "id": 1,
-                      "size": "5.7x5.7",
-                      "pscale": 0.335,
-                      "default_mode": {
-                        "id": 1,
-                        "binning": 1,
-                        "overhead": 115,
-                        "readout": 0.0
-                      },
-                      "name": "Autoguider",
-                      "code": "Autoguider",
-                      "mode_set": [
-                        {
-                          "id": 1,
-                          "binning": 1,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 2,
-                          "binning": 2,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 3,
-                          "binning": 3,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 4,
-                          "binning": 4,
-                          "overhead": 114,
-                          "readout": 0.0
+                    "__str__": "cpt.doma"
+                },
+                {
+                    "id": 7,
+                    "name": "Dome B",
+                    "code": "domb",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/3/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 7,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": -32.3805542,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": 20.8100352,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/7/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.6,
+                            "ha_limit_neg": -4.6,
+                            "instrument_set": [
+                                {
+                                    "id": 20,
+                                    "code": "fa14",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/7/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 3,
+                                        "code": "ef03",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domb.cpt.lco.gtn"
+                                    },
+                                    "__str__": "cpt.domb.1m0a.fa14-ef03",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 69,
+                                            "code": "fa14",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "20",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.domb.cpt.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 82,
+                                    "code": "nres03",
+                                    "state": "COMMISSIONING",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/7/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 85,
+                                        "code": "ak06",
+                                        "camera_type": {
+                                            "id": 12,
+                                            "size": "15.6x10.4",
+                                            "pscale": 0.612,
+                                            "name": "NRES Autoguider",
+                                            "code": "NRES-Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "air",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domb.cpt.lco.gtn"
+                                    },
+                                    "__str__": "cpt.domb.1m0a.nres03-ak06",
+                                    "instrument_type": {
+                                        "id": 17,
+                                        "name": "1.0 meter NRES",
+                                        "code": "1m0-NRES-SciCam",
+                                        "fixed_overhead_per_exposure": 0.5,
+                                        "front_padding": 180.0,
+                                        "filter_change_time": 20.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 10.0,
+                                        "acquire_processing_time": 400.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M NRES 1x1",
+                                                        "overhead": 57.0,
+                                                        "code": "nres_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "nres_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "WCS"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "NRES_SPECTRUM",
+                                            "NRES_EXPOSE",
+                                            "NRES_TEST",
+                                            "SCRIPT",
+                                            "ENGINEERING",
+                                            "ARC",
+                                            "LAMP_FLAT",
+                                            "NRES_BIAS",
+                                            "NRES_DARK"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 83,
+                                            "code": "nres03",
+                                            "camera_type": {
+                                                "id": 17,
+                                                "size": "0.045x0.045",
+                                                "pscale": 0.5,
+                                                "name": "1.0 meter NRES",
+                                                "code": "1m0-NRES-SciCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "air"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "air",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.igla.cpt.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 21,
+                                    "code": "ef03",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/7/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 3,
+                                        "code": "ef03",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domb.cpt.lco.gtn"
+                                    },
+                                    "__str__": "cpt.domb.1m0a.ef03-ef03",
+                                    "instrument_type": {
+                                        "id": 1,
+                                        "name": "Autoguider",
+                                        "code": "Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Autoguider 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 3x3",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 4x4",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_4",
+                                                        "params": {
+                                                            "binning": 4
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "autoguider_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 3,
+                                            "code": "ef03",
+                                            "camera_type": {
+                                                "id": 1,
+                                                "size": "5.7x5.7",
+                                                "pscale": 0.335,
+                                                "name": "Autoguider",
+                                                "code": "Autoguider",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "8",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.domb.cpt.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 22,
+                                    "code": "kb14",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/7/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 26,
+                                        "code": "kb14",
+                                        "camera_type": {
+                                            "id": 7,
+                                            "size": "237.6x158.4",
+                                            "pscale": 4.641,
+                                            "name": "ContextCam",
+                                            "code": "ContextCam",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "rp,ip,V,B,zp"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "4",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "zp",
+                                                        "code": "zp",
+                                                        "schedulable": false
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "cpt.domb.1m0a.kb14-kb14",
+                                    "instrument_type": {
+                                        "id": 7,
+                                        "name": "ContextCam",
+                                        "code": "ContextCam",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "ContextCam 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "ContextCam 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "contextcam_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 26,
+                                            "code": "kb14",
+                                            "camera_type": {
+                                                "id": 7,
+                                                "size": "237.6x158.4",
+                                                "pscale": 4.641,
+                                                "name": "ContextCam",
+                                                "code": "ContextCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "rp,ip,V,B,zp"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "4",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "zp",
+                                                            "code": "zp",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "cpt.domb.1m0a"
                         }
-                      ],
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-                      "front_padding": 90.0,
-                      "filter_change_time": 0.0,
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-                      "acquire_processing_time": 0.0,
-                      "mode_types": [
-                        {
-                          "type": "readout",
-                          "modes": [
-                            {
-                              "name": "Autoguider 1x1",
-                              "overhead": 0.0,
-                              "code": "autoguider_1",
-                              "params": {
-                                "binning": 1
-                              }
-                            },
-                            {
-                              "name": "Autoguider 2x2",
-                              "overhead": 0.0,
-                              "code": "autoguider_2",
-                              "params": {
-                                "binning": 2
-                              }
-                            },
-                            {
-                              "name": "Autoguider 3x3",
-                              "overhead": 0.0,
-                              "code": "autoguider_3",
-                              "params": {
-                                "binning": 3
-                              }
-                            },
-                            {
-                              "name": "Autoguider 4x4",
-                              "overhead": 0.0,
-                              "code": "autoguider_4",
-                              "params": {
-                                "binning": 4
-                              }
-                            }
-                          ],
-                          "default": "autoguider_1"
+                    ],
+                    "__str__": "cpt.domb"
+                },
+                {
+                    "id": 8,
+                    "name": "Dome C",
+                    "code": "domc",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/3/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 8,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": -32.3806616944,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": 20.8101083333,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/8/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.6,
+                            "ha_limit_neg": -4.6,
+                            "instrument_set": [
+                                {
+                                    "id": 94,
+                                    "code": "fa06",
+                                    "state": "COMMISSIONING",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/8/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 4,
+                                        "code": "ef04",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domc.cpt.lco.gtn"
+                                    },
+                                    "__str__": "cpt.domc.1m0a.fa06-ef04",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 95,
+                                            "code": "fa06",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "2",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.domc.cpt.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 23,
+                                    "code": "ef04",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/8/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 4,
+                                        "code": "ef04",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domc.cpt.lco.gtn"
+                                    },
+                                    "__str__": "cpt.domc.1m0a.ef04-ef04",
+                                    "instrument_type": {
+                                        "id": 1,
+                                        "name": "Autoguider",
+                                        "code": "Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Autoguider 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 3x3",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 4x4",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_4",
+                                                        "params": {
+                                                            "binning": 4
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "autoguider_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 4,
+                                            "code": "ef04",
+                                            "camera_type": {
+                                                "id": 1,
+                                                "size": "5.7x5.7",
+                                                "pscale": 0.335,
+                                                "name": "Autoguider",
+                                                "code": "Autoguider",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "8",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.domc.cpt.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 24,
+                                    "code": "kb12",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/8/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 25,
+                                        "code": "kb12",
+                                        "camera_type": {
+                                            "id": 7,
+                                            "size": "237.6x158.4",
+                                            "pscale": 4.641,
+                                            "name": "ContextCam",
+                                            "code": "ContextCam",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "rp,ip,V,B,zp"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "4",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "zp",
+                                                        "code": "zp",
+                                                        "schedulable": false
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "cpt.domc.1m0a.kb12-kb12",
+                                    "instrument_type": {
+                                        "id": 7,
+                                        "name": "ContextCam",
+                                        "code": "ContextCam",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "ContextCam 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "ContextCam 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "contextcam_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 25,
+                                            "code": "kb12",
+                                            "camera_type": {
+                                                "id": 7,
+                                                "size": "237.6x158.4",
+                                                "pscale": 4.641,
+                                                "name": "ContextCam",
+                                                "code": "ContextCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "rp,ip,V,B,zp"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "4",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "zp",
+                                                            "code": "zp",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 25,
+                                    "code": "fl06",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/8/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 4,
+                                        "code": "ef04",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domc.cpt.lco.gtn"
+                                    },
+                                    "__str__": "cpt.domc.1m0a.fl06-ef04",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 55,
+                                            "code": "fl06",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "2",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 83,
+                                    "code": "nres03",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/8/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 84,
+                                        "code": "ak05",
+                                        "camera_type": {
+                                            "id": 12,
+                                            "size": "15.6x10.4",
+                                            "pscale": 0.612,
+                                            "name": "NRES Autoguider",
+                                            "code": "NRES-Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "air",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domc.cpt.lco.gtn"
+                                    },
+                                    "__str__": "cpt.domc.1m0a.nres03-ak05",
+                                    "instrument_type": {
+                                        "id": 17,
+                                        "name": "1.0 meter NRES",
+                                        "code": "1m0-NRES-SciCam",
+                                        "fixed_overhead_per_exposure": 0.5,
+                                        "front_padding": 180.0,
+                                        "filter_change_time": 20.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 10.0,
+                                        "acquire_processing_time": 400.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M NRES 1x1",
+                                                        "overhead": 57.0,
+                                                        "code": "nres_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "nres_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "WCS"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "NRES_SPECTRUM",
+                                            "NRES_EXPOSE",
+                                            "NRES_TEST",
+                                            "SCRIPT",
+                                            "ENGINEERING",
+                                            "ARC",
+                                            "LAMP_FLAT",
+                                            "NRES_BIAS",
+                                            "NRES_DARK"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 83,
+                                            "code": "nres03",
+                                            "camera_type": {
+                                                "id": 17,
+                                                "size": "0.045x0.045",
+                                                "pscale": 0.5,
+                                                "name": "1.0 meter NRES",
+                                                "code": "1m0-NRES-SciCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "air"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "air",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.igla.cpt.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "cpt.domc.1m0a"
                         }
-                      ],
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-                      "pixels_x": 0,
-                      "pixels_y": 0,
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-                      "allow_self_guiding": true,
-                      "configuration_types": []
-                    },
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-                      "id": 10,
-                      "filters": [
-                        {
-                          "id": 52,
-                          "name": "Opaque",
-                          "code": "opaque",
-                          "filter_type": "Exotic"
-                        },
-                        {
-                          "id": 50,
-                          "name": "150um Pinhole",
-                          "code": "150um-Pinhole",
-                          "filter_type": "Engineering"
-                        },
-                        {
-                          "id": 15,
-                          "name": "Clear",
-                          "code": "air",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 16,
-                          "name": "SDSS-r&prime;",
-                          "code": "rp",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 17,
-                          "name": "SDSS-i&prime;",
-                          "code": "ip",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 18,
-                          "name": "SDSS-g&prime;",
-                          "code": "gp",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 19,
-                          "name": "PanSTARRS-Z",
-                          "code": "zs",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 20,
-                          "name": "Bessell-V",
-                          "code": "V",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 21,
-                          "name": "Bessell-B",
-                          "code": "B",
-                          "filter_type": "Standard"
+                    ],
+                    "__str__": "cpt.domc"
+                },
+                {
+                    "id": 20,
+                    "name": "Aqawan A",
+                    "code": "aqwa",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/3/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 25,
+                            "serial_number": "",
+                            "name": "0.4 meter",
+                            "code": "0m4a",
+                            "active": true,
+                            "lat": -32.38063333,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": 20.80988833,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/20/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.3333333,
+                            "ha_limit_neg": -4.3,
+                            "instrument_set": [
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+                                    "code": "kb55",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/25/?format=json",
+                                    "autoguider_camera": {
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+                                        "code": "kb55",
+                                        "camera_type": {
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+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
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+                                        },
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+                                                "type": "filters",
+                                                "optical_elements": [
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+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
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+                                                "element_change_overhead": 0.0,
+                                                "default": ""
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+                                        "host": "inst.0m4a.aqwa.cpt.lco.gtn"
+                                    },
+                                    "__str__": "cpt.aqwa.0m4a.kb55-kb55",
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+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
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+                                        "config_change_time": 0.0,
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+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
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+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
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+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
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+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
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+                                            "code": "kb55",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
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+                                            },
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+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.0m4a.aqwa.cpt.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 100,
+                                    "code": "kb84",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/25/?format=json",
+                                    "autoguider_camera": {
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+                                        "code": "kb84",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
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+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "cpt.aqwa.0m4a.kb84-kb84",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                "modes": [
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+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
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+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
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+                                            "id": 59,
+                                            "code": "kb84",
+                                            "camera_type": {
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+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
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+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
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+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 80,
+                                    "code": "kb96",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/25/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 81,
+                                        "code": "kb96",
+                                        "camera_type": {
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+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "cpt.aqwa.0m4a.kb96-kb96",
+                                    "instrument_type": {
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+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
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+                                        "mode_types": [
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+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
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+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
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+                                                "default": "OFF"
+                                            }
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
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+                                            "id": 81,
+                                            "code": "kb96",
+                                            "camera_type": {
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+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
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+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "cpt.aqwa.0m4a"
                         }
-                      ],
-                      "__str__": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
-                    },
-                    "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B",
-                    "optical_elements": {
-                      "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
-                    },
-                    "optical_element_groups": [
-                      {
-                        "name": "8",
-                        "type": "filters",
-                        "optical_elements": [
-                          {
-                            "name": "Opaque",
-                            "code": "opaque",
-                            "schedulable": false
-                          },
-                          {
-                            "name": "150um Pinhole",
-                            "code": "150um-Pinhole",
-                            "schedulable": false
-                          },
-                          {
-                            "name": "Clear",
-                            "code": "air",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-r&prime;",
-                            "code": "rp",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-i&prime;",
-                            "code": "ip",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-g&prime;",
-                            "code": "gp",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "PanSTARRS-Z",
-                            "code": "zs",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-V",
-                            "code": "V",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-B",
-                            "code": "B",
-                            "schedulable": true
-                          }
-                        ],
-                        "element_change_overhead": 0.0,
-                        "default": ""
-                      }
                     ],
-                    "host": "N/A"
-                  },
-                  "__str__": "tst.doma.1m0a.kbXX-efXX"
+                    "__str__": "cpt.aqwa"
                 },
                 {
-                  "id": 52,
-                  "code": "efXX",
-                  "state": "ENABLED",
-                  "telescope": "http://configdb.lco.gtn/telescopes/18/?format=json",
-                  "science_camera": {
-                    "id": 11,
-                    "code": "efXX",
-                    "camera_type": {
-                      "id": 1,
-                      "size": "5.7x5.7",
-                      "pscale": 0.335,
-                      "default_mode": {
-                        "id": 1,
-                        "binning": 1,
-                        "overhead": 115,
-                        "readout": 0.0
-                      },
-                      "name": "Autoguider",
-                      "code": "Autoguider",
-                      "mode_set": [
-                        {
-                          "id": 1,
-                          "binning": 1,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 2,
-                          "binning": 2,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 3,
-                          "binning": 3,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 4,
-                          "binning": 4,
-                          "overhead": 114,
-                          "readout": 0.0
+                    "id": 23,
+                    "name": "Igloo A",
+                    "code": "igla",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/3/?format=json",
+                    "telescope_set": [],
+                    "__str__": "cpt.igla"
+                }
+            ],
+            "__str__": "cpt"
+        },
+        {
+            "id": 4,
+            "name": "McDonald, Texas",
+            "code": "elp",
+            "active": true,
+            "timezone": -6,
+            "restart": "18:00:00",
+            "tz": "US/Central",
+            "lat": 30.67986944,
+            "long": -104.015175,
+            "elevation": 2027,
+            "enclosure_set": [
+                {
+                    "id": 9,
+                    "name": "Dome A",
+                    "code": "doma",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/4/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 9,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": 30.67986944,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -104.015175,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/9/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.6,
+                            "ha_limit_neg": -4.6,
+                            "instrument_set": [
+                                {
+                                    "id": 78,
+                                    "code": "nres02",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/9/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 78,
+                                        "code": "ak04",
+                                        "camera_type": {
+                                            "id": 12,
+                                            "size": "15.6x10.4",
+                                            "pscale": 0.612,
+                                            "name": "NRES Autoguider",
+                                            "code": "NRES-Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "air",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.elp.lco.gtn"
+                                    },
+                                    "__str__": "elp.doma.1m0a.nres02-ak04",
+                                    "instrument_type": {
+                                        "id": 17,
+                                        "name": "1.0 meter NRES",
+                                        "code": "1m0-NRES-SciCam",
+                                        "fixed_overhead_per_exposure": 0.5,
+                                        "front_padding": 180.0,
+                                        "filter_change_time": 20.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 10.0,
+                                        "acquire_processing_time": 400.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M NRES 1x1",
+                                                        "overhead": 57.0,
+                                                        "code": "nres_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "nres_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "WCS"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "NRES_SPECTRUM",
+                                            "NRES_EXPOSE",
+                                            "NRES_TEST",
+                                            "SCRIPT",
+                                            "ENGINEERING",
+                                            "ARC",
+                                            "LAMP_FLAT",
+                                            "NRES_BIAS",
+                                            "NRES_DARK"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 79,
+                                            "code": "nres02",
+                                            "camera_type": {
+                                                "id": 17,
+                                                "size": "0.045x0.045",
+                                                "pscale": 0.5,
+                                                "name": "1.0 meter NRES",
+                                                "code": "1m0-NRES-SciCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "air"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "air",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.igla.elp.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 27,
+                                    "code": "ef01",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/9/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 1,
+                                        "code": "ef01",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.elp.lco.gtn"
+                                    },
+                                    "__str__": "elp.doma.1m0a.ef01-ef01",
+                                    "instrument_type": {
+                                        "id": 1,
+                                        "name": "Autoguider",
+                                        "code": "Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Autoguider 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 3x3",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 4x4",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_4",
+                                                        "params": {
+                                                            "binning": 4
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "autoguider_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 1,
+                                            "code": "ef01",
+                                            "camera_type": {
+                                                "id": 1,
+                                                "size": "5.7x5.7",
+                                                "pscale": 0.335,
+                                                "name": "Autoguider",
+                                                "code": "Autoguider",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "8",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.doma.elp.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 28,
+                                    "code": "kb22",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/9/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 32,
+                                        "code": "kb22",
+                                        "camera_type": {
+                                            "id": 7,
+                                            "size": "237.6x158.4",
+                                            "pscale": 4.641,
+                                            "name": "ContextCam",
+                                            "code": "ContextCam",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "rp,ip,V,B,zp"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "4",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "zp",
+                                                        "code": "zp",
+                                                        "schedulable": false
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "elp.doma.1m0a.kb22-kb22",
+                                    "instrument_type": {
+                                        "id": 7,
+                                        "name": "ContextCam",
+                                        "code": "ContextCam",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "ContextCam 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "ContextCam 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "contextcam_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 32,
+                                            "code": "kb22",
+                                            "camera_type": {
+                                                "id": 7,
+                                                "size": "237.6x158.4",
+                                                "pscale": 4.641,
+                                                "name": "ContextCam",
+                                                "code": "ContextCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "rp,ip,V,B,zp"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "4",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "zp",
+                                                            "code": "zp",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 55,
+                                    "code": "fa05",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/9/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 1,
+                                        "code": "ef01",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.elp.lco.gtn"
+                                    },
+                                    "__str__": "elp.doma.1m0a.fa05-ef01",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 58,
+                                            "code": "fa05",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,ND,B*ND,V*ND,R*ND,I*ND,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "13",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "ND",
+                                                            "code": "ND",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "B*ND",
+                                                            "code": "B*ND",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "V*ND",
+                                                            "code": "V*ND",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "R*ND",
+                                                            "code": "R*ND",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "I*ND",
+                                                            "code": "I*ND",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.doma.elp.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "elp.doma.1m0a"
                         }
-                      ],
-                      "fixed_overhead_per_exposure": 1.0,
-                      "front_padding": 90.0,
-                      "filter_change_time": 0.0,
-                      "config_change_time": 0.0,
-                      "acquire_exposure_time": 0.0,
-                      "acquire_processing_time": 0.0,
-                      "mode_types": [
-                        {
-                          "type": "readout",
-                          "modes": [
-                            {
-                              "name": "Autoguider 1x1",
-                              "overhead": 0.0,
-                              "code": "autoguider_1",
-                              "params": {
-                                "binning": 1
-                              }
-                            },
-                            {
-                              "name": "Autoguider 2x2",
-                              "overhead": 0.0,
-                              "code": "autoguider_2",
-                              "params": {
-                                "binning": 2
-                              }
-                            },
-                            {
-                              "name": "Autoguider 3x3",
-                              "overhead": 0.0,
-                              "code": "autoguider_3",
-                              "params": {
-                                "binning": 3
-                              }
-                            },
-                            {
-                              "name": "Autoguider 4x4",
-                              "overhead": 0.0,
-                              "code": "autoguider_4",
-                              "params": {
-                                "binning": 4
-                              }
-                            }
-                          ],
-                          "default": "autoguider_1"
+                    ],
+                    "__str__": "elp.doma"
+                },
+                {
+                    "id": 19,
+                    "name": "Aqawan A",
+                    "code": "aqwa",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/4/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 24,
+                            "serial_number": "",
+                            "name": "0.4 meter",
+                            "code": "0m4a",
+                            "active": true,
+                            "lat": 30.68004145,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -104.015066,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/19/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.5333333,
+                            "ha_limit_neg": -4.5333333,
+                            "instrument_set": [
+                                {
+                                    "id": 90,
+                                    "code": "kb92",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/24/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 92,
+                                        "code": "kb92",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.0m4a.aqwa.elp.lco.gtn"
+                                    },
+                                    "__str__": "elp.aqwa.0m4a.kb92-kb92",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 92,
+                                            "code": "kb92",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.0m4a.aqwa.elp.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 99,
+                                    "code": "kb94",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/24/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 63,
+                                        "code": "kb94",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "elp.aqwa.0m4a.kb94-kb94",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 63,
+                                            "code": "kb94",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 77,
+                                    "code": "kb80",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/24/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 48,
+                                        "code": "kb80",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "elp.aqwa.0m4a.kb80-kb80",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 48,
+                                            "code": "kb80",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "elp.aqwa.0m4a"
                         }
-                      ],
-                      "default_acceptability_threshold": 90.0,
-                      "pixels_x": 0,
-                      "pixels_y": 0,
-                      "max_rois": 0,
-                      "allow_self_guiding": true,
-                      "configuration_types": []
-                    },
-                    "filter_wheel": {
-                      "id": 10,
-                      "filters": [
-                        {
-                          "id": 52,
-                          "name": "Opaque",
-                          "code": "opaque",
-                          "filter_type": "Exotic"
-                        },
-                        {
-                          "id": 50,
-                          "name": "150um Pinhole",
-                          "code": "150um-Pinhole",
-                          "filter_type": "Engineering"
-                        },
-                        {
-                          "id": 15,
-                          "name": "Clear",
-                          "code": "air",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 16,
-                          "name": "SDSS-r&prime;",
-                          "code": "rp",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 17,
-                          "name": "SDSS-i&prime;",
-                          "code": "ip",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 18,
-                          "name": "SDSS-g&prime;",
-                          "code": "gp",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 19,
-                          "name": "PanSTARRS-Z",
-                          "code": "zs",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 20,
-                          "name": "Bessell-V",
-                          "code": "V",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 21,
-                          "name": "Bessell-B",
-                          "code": "B",
-                          "filter_type": "Standard"
+                    ],
+                    "__str__": "elp.aqwa"
+                },
+                {
+                    "id": 24,
+                    "name": "Igloo A",
+                    "code": "igla",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/4/?format=json",
+                    "telescope_set": [],
+                    "__str__": "elp.igla"
+                }
+            ],
+            "__str__": "elp"
+        },
+        {
+            "id": 5,
+            "name": "Cerro Tololo, Chile",
+            "code": "lsc",
+            "active": true,
+            "timezone": -4,
+            "restart": "16:00:00",
+            "tz": "America/Santiago",
+            "lat": -30.1673833333,
+            "long": -70.8047888889,
+            "elevation": 2198,
+            "enclosure_set": [
+                {
+                    "id": 10,
+                    "name": "Dome A",
+                    "code": "doma",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/5/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 10,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": -30.1673833333,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -70.8047888889,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/10/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.6,
+                            "ha_limit_neg": -4.6,
+                            "instrument_set": [
+                                {
+                                    "id": 30,
+                                    "code": "ef06",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/10/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 5,
+                                        "code": "ef06",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.lsc.lco.gtn"
+                                    },
+                                    "__str__": "lsc.doma.1m0a.ef06-ef06",
+                                    "instrument_type": {
+                                        "id": 1,
+                                        "name": "Autoguider",
+                                        "code": "Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Autoguider 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 3x3",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 4x4",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_4",
+                                                        "params": {
+                                                            "binning": 4
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "autoguider_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 5,
+                                            "code": "ef06",
+                                            "camera_type": {
+                                                "id": 1,
+                                                "size": "5.7x5.7",
+                                                "pscale": 0.335,
+                                                "name": "Autoguider",
+                                                "code": "Autoguider",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "8",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.doma.lsc.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 31,
+                                    "code": "kb10",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/10/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 23,
+                                        "code": "kb10",
+                                        "camera_type": {
+                                            "id": 7,
+                                            "size": "237.6x158.4",
+                                            "pscale": 4.641,
+                                            "name": "ContextCam",
+                                            "code": "ContextCam",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
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+                                                "type": "filters",
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+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "zp",
+                                                        "code": "zp",
+                                                        "schedulable": false
+                                                    }
+                                                ],
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+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "lsc.doma.1m0a.kb10-kb10",
+                                    "instrument_type": {
+                                        "id": 7,
+                                        "name": "ContextCam",
+                                        "code": "ContextCam",
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+                                        "front_padding": 90.0,
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+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "ContextCam 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "contextcam_1"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
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+                                            "code": "kb10",
+                                            "camera_type": {
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+                                                "size": "237.6x158.4",
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+                                                "name": "ContextCam",
+                                                "code": "ContextCam",
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+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
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+                                                    "name": "4",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "zp",
+                                                            "code": "zp",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 65,
+                                    "code": "fl15",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/10/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 5,
+                                        "code": "ef06",
+                                        "camera_type": {
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+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
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+                                        },
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+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
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+                                                "default": ""
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+                                        "host": "inst.1m0a.doma.lsc.lco.gtn"
+                                    },
+                                    "__str__": "lsc.doma.1m0a.fl15-ef06",
+                                    "instrument_type": {
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+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
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+                                            "id": 70,
+                                            "code": "fl15",
+                                            "camera_type": {
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+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,ND,400um-Pinhole,150um-Pinhole"
+                                            },
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+                                                    "name": "16",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "ND",
+                                                            "code": "ND",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 62,
+                                    "code": "kb69",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/10/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 5,
+                                        "code": "ef06",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.lsc.lco.gtn"
+                                    },
+                                    "__str__": "lsc.doma.1m0a.kb69-ef06",
+                                    "instrument_type": {
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+                                        "name": "1.0 meter SBIG",
+                                        "code": "1m0-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                "type": "readout",
+                                                "modes": [
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+                                                        "name": "1M SBIG 1x1",
+                                                        "overhead": 35.0,
+                                                        "code": "1m0_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "1M SBIG 2x2",
+                                                        "overhead": 14.5,
+                                                        "code": "1m0_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "1M SBIG 3x3",
+                                                        "overhead": 11.5,
+                                                        "code": "1m0_sbig_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sbig_2"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 65,
+                                            "code": "kb69",
+                                            "camera_type": {
+                                                "id": 14,
+                                                "size": "15.8x15.8",
+                                                "pscale": 0.232,
+                                                "name": "1.0 meter SBIG",
+                                                "code": "1m0-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,ND,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "16",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "ND",
+                                                            "code": "ND",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 92,
+                                    "code": "fa15",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/10/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 5,
+                                        "code": "ef06",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.lsc.lco.gtn"
+                                    },
+                                    "__str__": "lsc.doma.1m0a.fa15-ef06",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 93,
+                                            "code": "fa15",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,ND,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "16",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "ND",
+                                                            "code": "ND",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.doma.lsc.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "lsc.doma.1m0a"
                         }
-                      ],
-                      "__str__": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
-                    },
-                    "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B",
-                    "optical_elements": {
-                      "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
-                    },
-                    "optical_element_groups": [
-                      {
-                        "name": "8",
-                        "type": "filters",
-                        "optical_elements": [
-                          {
-                            "name": "Opaque",
-                            "code": "opaque",
-                            "schedulable": false
-                          },
-                          {
-                            "name": "150um Pinhole",
-                            "code": "150um-Pinhole",
-                            "schedulable": false
-                          },
-                          {
-                            "name": "Clear",
-                            "code": "air",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-r&prime;",
-                            "code": "rp",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-i&prime;",
-                            "code": "ip",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-g&prime;",
-                            "code": "gp",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "PanSTARRS-Z",
-                            "code": "zs",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-V",
-                            "code": "V",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-B",
-                            "code": "B",
-                            "schedulable": true
-                          }
-                        ],
-                        "element_change_overhead": 0.0,
-                        "default": ""
-                      }
                     ],
-                    "host": "N/A"
-                  },
-                  "autoguider_camera": {
+                    "__str__": "lsc.doma"
+                },
+                {
                     "id": 11,
-                    "code": "efXX",
-                    "camera_type": {
-                      "id": 1,
-                      "size": "5.7x5.7",
-                      "pscale": 0.335,
-                      "default_mode": {
-                        "id": 1,
-                        "binning": 1,
-                        "overhead": 115,
-                        "readout": 0.0
-                      },
-                      "name": "Autoguider",
-                      "code": "Autoguider",
-                      "mode_set": [
-                        {
-                          "id": 1,
-                          "binning": 1,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 2,
-                          "binning": 2,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 3,
-                          "binning": 3,
-                          "overhead": 115,
-                          "readout": 0.0
-                        },
-                        {
-                          "id": 4,
-                          "binning": 4,
-                          "overhead": 114,
-                          "readout": 0.0
-                        }
-                      ],
-                      "fixed_overhead_per_exposure": 1.0,
-                      "front_padding": 90.0,
-                      "filter_change_time": 0.0,
-                      "config_change_time": 0.0,
-                      "acquire_exposure_time": 0.0,
-                      "acquire_processing_time": 0.0,
-                      "mode_types": [
-                        {
-                          "type": "readout",
-                          "modes": [
-                            {
-                              "name": "Autoguider 1x1",
-                              "overhead": 0.0,
-                              "code": "autoguider_1",
-                              "params": {
-                                "binning": 1
-                              }
-                            },
-                            {
-                              "name": "Autoguider 2x2",
-                              "overhead": 0.0,
-                              "code": "autoguider_2",
-                              "params": {
-                                "binning": 2
-                              }
-                            },
-                            {
-                              "name": "Autoguider 3x3",
-                              "overhead": 0.0,
-                              "code": "autoguider_3",
-                              "params": {
-                                "binning": 3
-                              }
-                            },
-                            {
-                              "name": "Autoguider 4x4",
-                              "overhead": 0.0,
-                              "code": "autoguider_4",
-                              "params": {
-                                "binning": 4
-                              }
-                            }
-                          ],
-                          "default": "autoguider_1"
-                        }
-                      ],
-                      "default_acceptability_threshold": 90.0,
-                      "pixels_x": 0,
-                      "pixels_y": 0,
-                      "max_rois": 0,
-                      "allow_self_guiding": true,
-                      "configuration_types": []
-                    },
-                    "filter_wheel": {
-                      "id": 10,
-                      "filters": [
-                        {
-                          "id": 52,
-                          "name": "Opaque",
-                          "code": "opaque",
-                          "filter_type": "Exotic"
-                        },
-                        {
-                          "id": 50,
-                          "name": "150um Pinhole",
-                          "code": "150um-Pinhole",
-                          "filter_type": "Engineering"
-                        },
-                        {
-                          "id": 15,
-                          "name": "Clear",
-                          "code": "air",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 16,
-                          "name": "SDSS-r&prime;",
-                          "code": "rp",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 17,
-                          "name": "SDSS-i&prime;",
-                          "code": "ip",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 18,
-                          "name": "SDSS-g&prime;",
-                          "code": "gp",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 19,
-                          "name": "PanSTARRS-Z",
-                          "code": "zs",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 20,
-                          "name": "Bessell-V",
-                          "code": "V",
-                          "filter_type": "Standard"
-                        },
-                        {
-                          "id": 21,
-                          "name": "Bessell-B",
-                          "code": "B",
-                          "filter_type": "Standard"
+                    "name": "Dome B",
+                    "code": "domb",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/5/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 11,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": -30.1673305556,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -70.8046611111,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/11/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.6,
+                            "ha_limit_neg": -4.6,
+                            "instrument_set": [
+                                {
+                                    "id": 68,
+                                    "code": "nres01",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/11/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 74,
+                                        "code": "ak01",
+                                        "camera_type": {
+                                            "id": 12,
+                                            "size": "15.6x10.4",
+                                            "pscale": 0.612,
+                                            "name": "NRES Autoguider",
+                                            "code": "NRES-Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "air",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domb.lsc.lco.gtn"
+                                    },
+                                    "__str__": "lsc.domb.1m0a.nres01-ak01",
+                                    "instrument_type": {
+                                        "id": 17,
+                                        "name": "1.0 meter NRES",
+                                        "code": "1m0-NRES-SciCam",
+                                        "fixed_overhead_per_exposure": 0.5,
+                                        "front_padding": 180.0,
+                                        "filter_change_time": 20.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 10.0,
+                                        "acquire_processing_time": 400.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M NRES 1x1",
+                                                        "overhead": 57.0,
+                                                        "code": "nres_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "nres_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "WCS"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "NRES_SPECTRUM",
+                                            "NRES_EXPOSE",
+                                            "NRES_TEST",
+                                            "SCRIPT",
+                                            "ENGINEERING",
+                                            "ARC",
+                                            "LAMP_FLAT",
+                                            "NRES_BIAS",
+                                            "NRES_DARK"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 73,
+                                            "code": "nres01",
+                                            "camera_type": {
+                                                "id": 17,
+                                                "size": "0.045x0.045",
+                                                "pscale": 0.5,
+                                                "name": "1.0 meter NRES",
+                                                "code": "1m0-NRES-SciCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "slits": "slit_1.6as"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "11",
+                                                    "type": "slits",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "1.6 arcsec slit",
+                                                            "code": "slit_1.6as",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.igla.lsc.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 33,
+                                    "code": "ef07",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/11/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 6,
+                                        "code": "ef07",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.bpl.lco.gtn"
+                                    },
+                                    "__str__": "lsc.domb.1m0a.ef07-ef07",
+                                    "instrument_type": {
+                                        "id": 1,
+                                        "name": "Autoguider",
+                                        "code": "Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Autoguider 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 3x3",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 4x4",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_4",
+                                                        "params": {
+                                                            "binning": 4
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "autoguider_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 6,
+                                            "code": "ef07",
+                                            "camera_type": {
+                                                "id": 1,
+                                                "size": "5.7x5.7",
+                                                "pscale": 0.335,
+                                                "name": "Autoguider",
+                                                "code": "Autoguider",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "8",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.doma.bpl.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 34,
+                                    "code": "kb11",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/11/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 24,
+                                        "code": "kb11",
+                                        "camera_type": {
+                                            "id": 7,
+                                            "size": "237.6x158.4",
+                                            "pscale": 4.641,
+                                            "name": "ContextCam",
+                                            "code": "ContextCam",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "rp,ip,V,B,zp"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "4",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "zp",
+                                                        "code": "zp",
+                                                        "schedulable": false
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "lsc.domb.1m0a.kb11-kb11",
+                                    "instrument_type": {
+                                        "id": 7,
+                                        "name": "ContextCam",
+                                        "code": "ContextCam",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "ContextCam 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "ContextCam 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "contextcam_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 24,
+                                            "code": "kb11",
+                                            "camera_type": {
+                                                "id": 7,
+                                                "size": "237.6x158.4",
+                                                "pscale": 4.641,
+                                                "name": "ContextCam",
+                                                "code": "ContextCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "rp,ip,V,B,zp"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "4",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "zp",
+                                                            "code": "zp",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 93,
+                                    "code": "fa04",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/11/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 94,
+                                        "code": "ef05",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "20",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Bessell-I",
+                                                        "code": "I",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-R",
+                                                        "code": "R",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-U",
+                                                        "code": "U",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Y",
+                                                        "code": "Y",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domb.lsc.lco.gtn"
+                                    },
+                                    "__str__": "lsc.domb.1m0a.fa04-ef05",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 15,
+                                            "code": "fa04",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,rp*Diffuser,Diffuser,gp*Diffuser"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "23",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "rp*Diffuser",
+                                                            "code": "rp*Diffuser",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Diffuser_PennState",
+                                                            "code": "Diffuser",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "gp*Diffuser",
+                                                            "code": "gp*Diffuser",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.domb.lsc.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "lsc.domb.1m0a"
                         }
-                      ],
-                      "__str__": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
-                    },
-                    "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B",
-                    "optical_elements": {
-                      "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
-                    },
-                    "optical_element_groups": [
-                      {
-                        "name": "8",
-                        "type": "filters",
-                        "optical_elements": [
-                          {
-                            "name": "Opaque",
-                            "code": "opaque",
-                            "schedulable": false
-                          },
-                          {
-                            "name": "150um Pinhole",
-                            "code": "150um-Pinhole",
-                            "schedulable": false
-                          },
-                          {
-                            "name": "Clear",
-                            "code": "air",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-r&prime;",
-                            "code": "rp",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-i&prime;",
-                            "code": "ip",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "SDSS-g&prime;",
-                            "code": "gp",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "PanSTARRS-Z",
-                            "code": "zs",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-V",
-                            "code": "V",
-                            "schedulable": true
-                          },
-                          {
-                            "name": "Bessell-B",
-                            "code": "B",
-                            "schedulable": true
-                          }
-                        ],
-                        "element_change_overhead": 0.0,
-                        "default": ""
-                      }
                     ],
-                    "host": "N/A"
-                  },
-                  "__str__": "tst.doma.1m0a.efXX-efXX"
+                    "__str__": "lsc.domb"
                 },
                 {
-                  "id": 79,
-                  "code": "nresXX",
-                  "state": "ENABLED",
-                  "telescope": "http://configdb.lco.gtn/telescopes/18/?format=json",
-                  "science_camera": {
-                    "id": 80,
-                    "code": "nresXX",
-                    "camera_type": {
-                      "id": 17,
-                      "size": "0.045x0.045",
-                      "pscale": 0.5,
-                      "default_mode": {
-                        "id": 37,
-                        "binning": 1,
-                        "overhead": 20000,
-                        "readout": 57.0
-                      },
-                      "name": "1.0 meter NRES",
-                      "code": "1m0-NRES-SciCam",
-                      "mode_set": [
-                        {
-                          "id": 37,
-                          "binning": 1,
-                          "overhead": 20000,
-                          "readout": 57.0
-                        }
-                      ],
-                      "fixed_overhead_per_exposure": 0.5,
-                      "front_padding": 180.0,
-                      "filter_change_time": 20.0,
-                      "config_change_time": 0.0,
-                      "acquire_exposure_time": 10.0,
-                      "acquire_processing_time": 400.0,
-                      "mode_types": [
-                        {
-                          "type": "readout",
-                          "modes": [
-                            {
-                              "name": "1M NRES 1x1",
-                              "overhead": 57.0,
-                              "code": "nres_1",
-                              "params": {
-                                "binning": 1
-                              }
-                            }
-                          ],
-                          "default": "nres_1"
-                        },
-                        {
-                          "type": "acquisition",
-                          "modes": [
-                            {
-                              "name": "Acquire Brightest",
-                              "overhead": 90.0,
-                              "code": "BRIGHTEST",
-                              "params": {
-                                "required_fields": [
-                                  "acquire_radius"
-                                ]
-                              }
-                            },
-                            {
-                              "name": "Acquire WCS",
-                              "overhead": 90.0,
-                              "code": "WCS",
-                              "params": {}
-                            }
-                          ],
-                          "default": "WCS"
-                        }
-                      ],
-                      "default_acceptability_threshold": 90.0,
-                      "pixels_x": 0,
-                      "pixels_y": 0,
-                      "max_rois": 0,
-                      "allow_self_guiding": true,
-                      "configuration_types": [
-                        "NRES_SPECTRUM",
-                        "NRES_EXPOSE",
-                        "NRES_TEST",
-                        "SCRIPT",
-                        "ENGINEERING",
-                        "ARC",
-                        "LAMP_FLAT",
-                        "NRES_BIAS",
-                        "NRES_DARK"
-                      ]
-                    },
-                    "filter_wheel": {
-                      "id": 13,
-                      "filters": [
-                        {
-                          "id": 60,
-                          "name": "1.6 arcsec slit",
-                          "code": "slit_1.6as",
-                          "filter_type": "Slit"
+                    "id": 12,
+                    "name": "Dome C",
+                    "code": "domc",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/5/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 12,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": -30.1674472222,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -70.8046805556,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/12/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.6,
+                            "ha_limit_neg": -4.6,
+                            "instrument_set": [
+                                {
+                                    "id": 69,
+                                    "code": "nres01",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/12/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 75,
+                                        "code": "ak02",
+                                        "camera_type": {
+                                            "id": 12,
+                                            "size": "15.6x10.4",
+                                            "pscale": 0.612,
+                                            "name": "NRES Autoguider",
+                                            "code": "NRES-Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "air",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domc.lsc.lco.gtn"
+                                    },
+                                    "__str__": "lsc.domc.1m0a.nres01-ak02",
+                                    "instrument_type": {
+                                        "id": 17,
+                                        "name": "1.0 meter NRES",
+                                        "code": "1m0-NRES-SciCam",
+                                        "fixed_overhead_per_exposure": 0.5,
+                                        "front_padding": 180.0,
+                                        "filter_change_time": 20.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 10.0,
+                                        "acquire_processing_time": 400.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M NRES 1x1",
+                                                        "overhead": 57.0,
+                                                        "code": "nres_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "nres_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "WCS"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "NRES_SPECTRUM",
+                                            "NRES_EXPOSE",
+                                            "NRES_TEST",
+                                            "SCRIPT",
+                                            "ENGINEERING",
+                                            "ARC",
+                                            "LAMP_FLAT",
+                                            "NRES_BIAS",
+                                            "NRES_DARK"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 73,
+                                            "code": "nres01",
+                                            "camera_type": {
+                                                "id": 17,
+                                                "size": "0.045x0.045",
+                                                "pscale": 0.5,
+                                                "name": "1.0 meter NRES",
+                                                "code": "1m0-NRES-SciCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "slits": "slit_1.6as"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "11",
+                                                    "type": "slits",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "1.6 arcsec slit",
+                                                            "code": "slit_1.6as",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.igla.lsc.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 73,
+                                    "code": "fa03",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/12/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 7,
+                                        "code": "ef08",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domc.lsc.lco.gtn"
+                                    },
+                                    "__str__": "lsc.domc.1m0a.fa03-ef08",
+                                    "instrument_type": {
+                                        "id": 3,
+                                        "name": "1.0 meter Sinistro",
+                                        "code": "1m0-SciCam-Sinistro",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M Sinistro 1x1",
+                                                        "overhead": 37.0,
+                                                        "code": "1m0_sinistro_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sinistro_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 14,
+                                            "code": "fa03",
+                                            "camera_type": {
+                                                "id": 3,
+                                                "size": "26.4x26.4",
+                                                "pscale": 0.389,
+                                                "name": "1.0 meter Sinistro",
+                                                "code": "1m0-SciCam-Sinistro",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "2",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.domc.lsc.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 36,
+                                    "code": "kb15",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/12/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 27,
+                                        "code": "kb15",
+                                        "camera_type": {
+                                            "id": 7,
+                                            "size": "237.6x158.4",
+                                            "pscale": 4.641,
+                                            "name": "ContextCam",
+                                            "code": "ContextCam",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "rp,ip,V,B,zp"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "4",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "zp",
+                                                        "code": "zp",
+                                                        "schedulable": false
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "lsc.domc.1m0a.kb15-kb15",
+                                    "instrument_type": {
+                                        "id": 7,
+                                        "name": "ContextCam",
+                                        "code": "ContextCam",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "ContextCam 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "ContextCam 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "contextcam_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "contextcam_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 27,
+                                            "code": "kb15",
+                                            "camera_type": {
+                                                "id": 7,
+                                                "size": "237.6x158.4",
+                                                "pscale": 4.641,
+                                                "name": "ContextCam",
+                                                "code": "ContextCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "rp,ip,V,B,zp"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "4",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "zp",
+                                                            "code": "zp",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 37,
+                                    "code": "ef08",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/12/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 7,
+                                        "code": "ef08",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.domc.lsc.lco.gtn"
+                                    },
+                                    "__str__": "lsc.domc.1m0a.ef08-ef08",
+                                    "instrument_type": {
+                                        "id": 1,
+                                        "name": "Autoguider",
+                                        "code": "Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Autoguider 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 3x3",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 4x4",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_4",
+                                                        "params": {
+                                                            "binning": 4
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "autoguider_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 7,
+                                            "code": "ef08",
+                                            "camera_type": {
+                                                "id": 1,
+                                                "size": "5.7x5.7",
+                                                "pscale": 0.335,
+                                                "name": "Autoguider",
+                                                "code": "Autoguider",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "8",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.domc.lsc.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "lsc.domc.1m0a"
                         }
-                      ],
-                      "__str__": "slit_1.6as"
-                    },
-                    "filters": "slit_1.6as",
-                    "optical_elements": {
-                      "slits": "slit_1.6as"
-                    },
-                    "optical_element_groups": [
-                      {
-                        "name": "11",
-                        "type": "slits",
-                        "optical_elements": [
-                          {
-                            "name": "1.6 arcsec slit",
-                            "code": "slit_1.6as",
-                            "schedulable": true
-                          }
-                        ],
-                        "element_change_overhead": 0.0,
-                        "default": ""
-                      }
                     ],
-                    "host": "N/A"
-                  },
-                  "autoguider_camera": {
-                    "id": 80,
-                    "code": "nresXX",
-                    "camera_type": {
-                      "id": 17,
-                      "size": "0.045x0.045",
-                      "pscale": 0.5,
-                      "default_mode": {
-                        "id": 37,
-                        "binning": 1,
-                        "overhead": 20000,
-                        "readout": 57.0
-                      },
-                      "name": "1.0 meter NRES",
-                      "code": "1m0-NRES-SciCam",
-                      "mode_set": [
-                        {
-                          "id": 37,
-                          "binning": 1,
-                          "overhead": 20000,
-                          "readout": 57.0
-                        }
-                      ],
-                      "fixed_overhead_per_exposure": 0.5,
-                      "front_padding": 180.0,
-                      "filter_change_time": 20.0,
-                      "config_change_time": 0.0,
-                      "acquire_exposure_time": 10.0,
-                      "acquire_processing_time": 400.0,
-                      "mode_types": [
-                        {
-                          "type": "readout",
-                          "modes": [
-                            {
-                              "name": "1M NRES 1x1",
-                              "overhead": 57.0,
-                              "code": "nres_1",
-                              "params": {
-                                "binning": 1
-                              }
-                            }
-                          ],
-                          "default": "nres_1"
-                        },
-                        {
-                          "type": "acquisition",
-                          "modes": [
-                            {
-                              "name": "Acquire Brightest",
-                              "overhead": 90.0,
-                              "code": "BRIGHTEST",
-                              "params": {
-                                "required_fields": [
-                                  "acquire_radius"
-                                ]
-                              }
-                            },
-                            {
-                              "name": "Acquire WCS",
-                              "overhead": 90.0,
-                              "code": "WCS",
-                              "params": {}
-                            }
-                          ],
-                          "default": "WCS"
-                        }
-                      ],
-                      "default_acceptability_threshold": 90.0,
-                      "pixels_x": 0,
-                      "pixels_y": 0,
-                      "max_rois": 0,
-                      "allow_self_guiding": true,
-                      "configuration_types": [
-                        "NRES_SPECTRUM",
-                        "NRES_EXPOSE",
-                        "NRES_TEST",
-                        "SCRIPT",
-                        "ENGINEERING",
-                        "ARC",
-                        "LAMP_FLAT",
-                        "NRES_BIAS",
-                        "NRES_DARK"
-                      ]
-                    },
-                    "filter_wheel": {
-                      "id": 13,
-                      "filters": [
-                        {
-                          "id": 60,
-                          "name": "1.6 arcsec slit",
-                          "code": "slit_1.6as",
-                          "filter_type": "Slit"
+                    "__str__": "lsc.domc"
+                },
+                {
+                    "id": 13,
+                    "name": "Aqawan A",
+                    "code": "aqwa",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/5/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 13,
+                            "serial_number": "",
+                            "name": "0.4 Meter",
+                            "code": "0m4a",
+                            "active": true,
+                            "lat": -30.1677035,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -70.804655,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/13/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.4666667,
+                            "ha_limit_neg": -4.433333,
+                            "instrument_set": [
+                                {
+                                    "id": 72,
+                                    "code": "kb95",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/13/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 57,
+                                        "code": "kb95",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "icc1.0m4a.aqwa.lsc.lco.gtn"
+                                    },
+                                    "__str__": "lsc.aqwa.0m4a.kb95-kb95",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 57,
+                                            "code": "kb95",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "icc1.0m4a.aqwa.lsc.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 85,
+                                    "code": "kb81",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/13/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 49,
+                                        "code": "kb81",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "lsc.aqwa.0m4a.kb81-kb81",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 49,
+                                            "code": "kb81",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "lsc.aqwa.0m4a"
                         }
-                      ],
-                      "__str__": "slit_1.6as"
-                    },
-                    "filters": "slit_1.6as",
-                    "optical_elements": {
-                      "slits": "slit_1.6as"
-                    },
-                    "optical_element_groups": [
-                      {
-                        "name": "11",
-                        "type": "slits",
-                        "optical_elements": [
-                          {
-                            "name": "1.6 arcsec slit",
-                            "code": "slit_1.6as",
-                            "schedulable": true
-                          }
-                        ],
-                        "element_change_overhead": 0.0,
-                        "default": ""
-                      }
                     ],
-                    "host": "N/A"
-                  },
-                  "__str__": "tst.doma.1m0a.nresXX-nresXX"
+                    "__str__": "lsc.aqwa"
                 },
                 {
-                  "id": 81,
-                  "code": "nresXXX",
-                  "state": "ENABLED",
-                  "telescope": "http://configdb.lco.gtn/telescopes/18/?format=json",
-                  "science_camera": {
-                    "id": 82,
-                    "code": "nresXXX",
-                    "camera_type": {
-                      "id": 18,
-                      "size": "0.045x0.045",
-                      "pscale": 0.5,
-                      "default_mode": {
-                        "id": 38,
-                        "binning": 1,
-                        "overhead": 20000,
-                        "readout": 57.0
-                      },
-                      "name": "1.0 meter NRES Commissioning",
-                      "code": "1m0-NRES-Commissioning",
-                      "mode_set": [
-                        {
-                          "id": 38,
-                          "binning": 1,
-                          "overhead": 20000,
-                          "readout": 57.0
+                    "id": 18,
+                    "name": "Aqawan B",
+                    "code": "aqwb",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/5/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 23,
+                            "serial_number": "",
+                            "name": "0.4 meter",
+                            "code": "0m4a",
+                            "active": true,
+                            "lat": -30.1676554,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -70.804649,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/18/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.4666667,
+                            "ha_limit_neg": -4.533333,
+                            "instrument_set": [
+                                {
+                                    "id": 91,
+                                    "code": "kb98",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/23/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 71,
+                                        "code": "kb98",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "lsc.aqwb.0m4a.kb98-kb98",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 71,
+                                            "code": "kb98",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 75,
+                                    "code": "kb26",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/23/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 76,
+                                        "code": "kb26",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.0m4a.aqwb.lsc.lco.gtn"
+                                    },
+                                    "__str__": "lsc.aqwb.0m4a.kb26-kb26",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 76,
+                                            "code": "kb26",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.0m4a.aqwb.lsc.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "lsc.aqwb.0m4a"
                         }
-                      ],
-                      "fixed_overhead_per_exposure": 0.5,
-                      "front_padding": 180.0,
-                      "filter_change_time": 20.0,
-                      "config_change_time": 0.0,
-                      "acquire_exposure_time": 10.0,
-                      "acquire_processing_time": 500.0,
-                      "mode_types": [
-                        {
-                          "type": "readout",
-                          "modes": [
-                            {
-                              "name": "NRES Commisioning 1x1",
-                              "overhead": 57.0,
-                              "code": "nres_comm_1",
-                              "params": {
-                                "binning": 1
-                              }
-                            }
-                          ],
-                          "default": "nres_comm_1"
-                        },
-                        {
-                          "type": "acquisition",
-                          "modes": [
-                            {
-                              "name": "Acquire Brightest",
-                              "overhead": 90.0,
-                              "code": "BRIGHTEST",
-                              "params": {
-                                "required_fields": [
-                                  "acquire_radius"
-                                ]
-                              }
-                            },
-                            {
-                              "name": "Acquire WCS",
-                              "overhead": 90.0,
-                              "code": "WCS",
-                              "params": {}
-                            }
-                          ],
-                          "default": "WCS"
+                    ],
+                    "__str__": "lsc.aqwb"
+                },
+                {
+                    "id": 22,
+                    "name": "Igloo A",
+                    "code": "igla",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/5/?format=json",
+                    "telescope_set": [],
+                    "__str__": "lsc.igla"
+                }
+            ],
+            "__str__": "lsc"
+        },
+        {
+            "id": 12,
+            "name": "Manufacturing Test Site",
+            "code": "mfg",
+            "active": true,
+            "timezone": -8,
+            "restart": "19:00:00",
+            "tz": "US/Pacific",
+            "lat": 34.43314722,
+            "long": -119.8630833,
+            "elevation": 7,
+            "enclosure_set": [],
+            "__str__": "mfg"
+        },
+        {
+            "id": 14,
+            "name": "Tibet",
+            "code": "ngq",
+            "active": true,
+            "timezone": 8,
+            "restart": "04:00:00",
+            "tz": "Asia/Shanghai",
+            "lat": 32.316667,
+            "long": 80.016667,
+            "elevation": 5100,
+            "enclosure_set": [],
+            "__str__": "ngq"
+        },
+        {
+            "id": 6,
+            "name": "Maui, Hawaii",
+            "code": "ogg",
+            "active": true,
+            "timezone": -10,
+            "restart": "22:00:00",
+            "tz": "US/Hawaii",
+            "lat": 20.7069444444,
+            "long": -156.258055556,
+            "elevation": 3065,
+            "enclosure_set": [
+                {
+                    "id": 14,
+                    "name": "Clamshell A",
+                    "code": "clma",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/6/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 21,
+                            "serial_number": "",
+                            "name": "0.4 Meter",
+                            "code": "0m4c",
+                            "active": true,
+                            "lat": 20.7069444444,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -156.258055556,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/14/?format=json",
+                            "horizon": 25.0,
+                            "ha_limit_pos": 4.4666667,
+                            "ha_limit_neg": -4.533333,
+                            "instrument_set": [
+                                {
+                                    "id": 58,
+                                    "code": "kb82",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/21/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 61,
+                                        "code": "kb82",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "icc1.0m4c.clma.ogg.lco.gtn"
+                                    },
+                                    "__str__": "ogg.clma.0m4c.kb82-kb82",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
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+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
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+                                            "code": "kb82",
+                                            "camera_type": {
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+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
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+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
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+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
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+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "icc1.0m4c.clma.ogg.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "ogg.clma.0m4c"
+                        },
+                        {
+                            "id": 20,
+                            "serial_number": "",
+                            "name": "0.4 Meter",
+                            "code": "0m4b",
+                            "active": true,
+                            "lat": 20.7069444444,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -156.258055556,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/14/?format=json",
+                            "horizon": 25.0,
+                            "ha_limit_pos": 4.4666667,
+                            "ha_limit_neg": -4.533333,
+                            "instrument_set": [
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+                                    "code": "kb27",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/20/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 60,
+                                        "code": "kb27",
+                                        "camera_type": {
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+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
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+                                        "optical_elements": {
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+                                        },
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+                                                "type": "filters",
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+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
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+                                                "default": ""
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+                                        "host": "icc1.0m4b.clma.ogg.lco.gtn"
+                                    },
+                                    "__str__": "ogg.clma.0m4b.kb27-kb27",
+                                    "instrument_type": {
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+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                "type": "readout",
+                                                "modes": [
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+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
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+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
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+                                            "code": "kb27",
+                                            "camera_type": {
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+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
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+                                            },
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+                                                    "name": "6",
+                                                    "type": "filters",
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+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "icc1.0m4b.clma.ogg.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "ogg.clma.0m4b"
+                        },
+                        {
+                            "id": 14,
+                            "serial_number": "",
+                            "name": "2 Meter",
+                            "code": "2m0a",
+                            "active": true,
+                            "lat": 20.7069244,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -156.2576447,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/14/?format=json",
+                            "horizon": 25.0,
+                            "ha_limit_pos": 12.0,
+                            "ha_limit_neg": -12.0,
+                            "instrument_set": [
+                                {
+                                    "id": 40,
+                                    "code": "floyds01",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/14/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 39,
+                                        "code": "kb42",
+                                        "camera_type": {
+                                            "id": 13,
+                                            "size": "6.40x4.30",
+                                            "pscale": 0.244,
+                                            "name": "2.0 meter FLOYDS AG",
+                                            "code": "2m0-FLOYDS-AG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air"
+                                        },
+                                        "optical_element_groups": [
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+                                                "name": "air",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "floyds.ogg.lco.gtn"
+                                    },
+                                    "__str__": "ogg.clma.2m0a.floyds01-kb42",
+                                    "instrument_type": {
+                                        "id": 4,
+                                        "name": "2.0 meter FLOYDS",
+                                        "code": "2m0-FLOYDS-SciCam",
+                                        "fixed_overhead_per_exposure": 0.5,
+                                        "front_padding": 120.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 60.0,
+                                        "acquire_exposure_time": 30.0,
+                                        "acquire_processing_time": 60.0,
+                                        "mode_types": [
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+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Floyds 1x1",
+                                                        "overhead": 25.0,
+                                                        "code": "floyds_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "floyds_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "WCS"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "SPECTRUM",
+                                            "ARC",
+                                            "LAMP_FLAT",
+                                            "ENGINEERING",
+                                            "SCRIPT"
+                                        ]
+                                    },
+                                    "science_cameras": [
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+                                            "code": "floyds01",
+                                            "camera_type": {
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+                                                "size": "0.33x0.03",
+                                                "pscale": 0.139,
+                                                "name": "2.0 meter FLOYDS",
+                                                "code": "2m0-FLOYDS-SciCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "slits": "slit_6.0as,slit_1.6as,slit_2.0as,slit_1.2as"
+                                            },
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+                                                    "type": "slits",
+                                                    "optical_elements": [
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+                                                            "name": "6.0 arcsec slit",
+                                                            "code": "slit_6.0as",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "1.6 arcsec slit",
+                                                            "code": "slit_1.6as",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "2.0 arcsec slit",
+                                                            "code": "slit_2.0as",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "1.2 arcsec slit",
+                                                            "code": "slit_1.2as",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
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+                                                    "default": ""
+                                                }
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+                                            "host": "floyds.ogg.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
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+                                    "code": "fs02",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/14/?format=json",
+                                    "autoguider_camera": {
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+                                        "code": "kb40",
+                                        "camera_type": {
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+                                            "size": "2.40x1.60",
+                                            "pscale": 0.092,
+                                            "name": "2.0 meter Spectral AG",
+                                            "code": "2m0-Spectral-AG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
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+                                                        "schedulable": true
+                                                    }
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+                                                "default": ""
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+                                        ],
+                                        "host": "4ag.ogg.lco.gtn"
+                                    },
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+                                    "instrument_type": {
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+                                        "name": "2.0 meter Spectral",
+                                        "code": "2m0-SciCam-Spectral",
+                                        "fixed_overhead_per_exposure": 8.5,
+                                        "front_padding": 180.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                "type": "readout",
+                                                "modes": [
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+                                                        "name": "2M Spectral 2x2",
+                                                        "overhead": 10.5,
+                                                        "code": "2m0_spectral_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
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+                                                ],
+                                                "default": "2m0_spectral_2"
+                                            },
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+                                                "modes": [
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+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
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+                                                            ]
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+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
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+                                                "size": "10.5x10.5",
+                                                "pscale": 0.154,
+                                                "name": "2.0 meter Spectral",
+                                                "code": "2m0-SciCam-Spectral",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
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+                                            },
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+                                                    "name": "12",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "D51",
+                                                            "code": "D51",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "H Beta",
+                                                            "code": "H-Beta",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "OIII",
+                                                            "code": "OIII",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "H Alpha",
+                                                            "code": "H-Alpha",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Skymapper CaV",
+                                                            "code": "Skymapper-VS",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Solar (V+R)",
+                                                            "code": "solar",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Astrodon UV",
+                                                            "code": "Astrodon-UV",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "200um Pinhole",
+                                                            "code": "200um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "fs.ogg.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 41,
+                                    "code": "kb42",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/14/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 39,
+                                        "code": "kb42",
+                                        "camera_type": {
+                                            "id": 13,
+                                            "size": "6.40x4.30",
+                                            "pscale": 0.244,
+                                            "name": "2.0 meter FLOYDS AG",
+                                            "code": "2m0-FLOYDS-AG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "air",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "floyds.ogg.lco.gtn"
+                                    },
+                                    "__str__": "ogg.clma.2m0a.kb42-kb42",
+                                    "instrument_type": {
+                                        "id": 13,
+                                        "name": "2.0 meter FLOYDS AG",
+                                        "code": "2m0-FLOYDS-AG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Floyds AG 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "floyds_ag_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Floyds AG 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "floyds_ag_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "floyds_ag_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 39,
+                                            "code": "kb42",
+                                            "camera_type": {
+                                                "id": 13,
+                                                "size": "6.40x4.30",
+                                                "pscale": 0.244,
+                                                "name": "2.0 meter FLOYDS AG",
+                                                "code": "2m0-FLOYDS-AG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "air"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "air",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "floyds.ogg.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 43,
+                                    "code": "kb01",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/14/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 22,
+                                        "code": "kb01",
+                                        "camera_type": {
+                                            "id": 6,
+                                            "size": "2.55x1.72",
+                                            "pscale": 0.07,
+                                            "name": "2.0 meter Merope AG",
+                                            "code": "2m0-Merope-AG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "I,R,air,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "15",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Bessell-I",
+                                                        "code": "I",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-R",
+                                                        "code": "R",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "ogg.clma.2m0a.kb01-kb01",
+                                    "instrument_type": {
+                                        "id": 6,
+                                        "name": "2.0 meter Merope AG",
+                                        "code": "2m0-Merope-AG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Merope AG 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "merope_ag_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Merope AG 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "merope_ag_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "merope_ag_2"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
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+                                            "id": 22,
+                                            "code": "kb01",
+                                            "camera_type": {
+                                                "id": 6,
+                                                "size": "2.55x1.72",
+                                                "pscale": 0.07,
+                                                "name": "2.0 meter Merope AG",
+                                                "code": "2m0-Merope-AG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,air,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "15",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 44,
+                                    "code": "kb40",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/14/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 38,
+                                        "code": "kb40",
+                                        "camera_type": {
+                                            "id": 11,
+                                            "size": "2.40x1.60",
+                                            "pscale": 0.092,
+                                            "name": "2.0 meter Spectral AG",
+                                            "code": "2m0-Spectral-AG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "air",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "4ag.ogg.lco.gtn"
+                                    },
+                                    "__str__": "ogg.clma.2m0a.kb40-kb40",
+                                    "instrument_type": {
+                                        "id": 11,
+                                        "name": "2.0 meter Spectral AG",
+                                        "code": "2m0-Spectral-AG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "2M Spectral AG 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "2m0_spectral_ag_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "2M Spectral AG 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "2m0_spectral_ag_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "2m0_spectral_ag_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
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+                                            "id": 38,
+                                            "code": "kb40",
+                                            "camera_type": {
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+                                                "size": "2.40x1.60",
+                                                "pscale": 0.092,
+                                                "name": "2.0 meter Spectral AG",
+                                                "code": "2m0-Spectral-AG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "air"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "air",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "4ag.ogg.lco.gtn"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 39,
+                                    "code": "em01",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/14/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 22,
+                                        "code": "kb01",
+                                        "camera_type": {
+                                            "id": 6,
+                                            "size": "2.55x1.72",
+                                            "pscale": 0.07,
+                                            "name": "2.0 meter Merope AG",
+                                            "code": "2m0-Merope-AG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "I,R,air,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "15",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Bessell-I",
+                                                        "code": "I",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-R",
+                                                        "code": "R",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "ogg.clma.2m0a.em01-kb01",
+                                    "instrument_type": {
+                                        "id": 2,
+                                        "name": "2.0 meter Merope",
+                                        "code": "2m0-SciCam-Merope",
+                                        "fixed_overhead_per_exposure": 12.0,
+                                        "front_padding": 120.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Merope 1x1",
+                                                        "overhead": 68.0,
+                                                        "code": "merope_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Merope 2x2",
+                                                        "overhead": 17.0,
+                                                        "code": "merope_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "merope_2"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
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+                                            "id": 12,
+                                            "code": "em01",
+                                            "camera_type": {
+                                                "id": 2,
+                                                "size": "4.7x4.7",
+                                                "pscale": 0.139,
+                                                "name": "2.0 meter Merope",
+                                                "code": "2m0-SciCam-Merope",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "Skymapper-VS,solar,I,R,Y,up,air,rp,ip,gp,zs,V,B,CR,C3,CN,NH2,C2,OH"
+                                            },
+                                            "optical_element_groups": [
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+                                                    "name": "3",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Skymapper CaV",
+                                                            "code": "Skymapper-VS",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Solar (V+R)",
+                                                            "code": "solar",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "CR",
+                                                            "code": "CR",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "C3",
+                                                            "code": "C3",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "CN",
+                                                            "code": "CN",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "NH2",
+                                                            "code": "NH2",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "C2",
+                                                            "code": "C2",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "OH",
+                                                            "code": "OH",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/Z"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 96,
+                                    "code": "kb05",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/14/?format=json",
+                                    "autoguider_camera": {
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+                                        "code": "kb40",
+                                        "camera_type": {
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+                                            "size": "2.40x1.60",
+                                            "pscale": 0.092,
+                                            "name": "2.0 meter Spectral AG",
+                                            "code": "2m0-Spectral-AG",
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+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
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+                                        },
+                                        "optical_element_groups": [
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+                                                "type": "filters",
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+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
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+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "4ag.ogg.lco.gtn"
+                                    },
+                                    "__str__": "ogg.clma.2m0a.kb05-kb40",
+                                    "instrument_type": {
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+                                        "name": "2m0 SciCam SBIG",
+                                        "code": "2m0-SciCam-SBIG",
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+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "2M SBIG 2x2",
+                                                        "overhead": 9.0,
+                                                        "code": "2m0_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "2m0_sbig_2"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
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+                                            "code": "kb05",
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+                                                "size": "6.17x6.17",
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+                                                "code": "2m0-SciCam-SBIG",
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+                                                "pixels_y": 0,
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+                                            },
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+                                                    "type": "filters",
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+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "OH",
+                                                            "code": "OH",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "C2",
+                                                            "code": "C2",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "NH2",
+                                                            "code": "NH2",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "CN",
+                                                            "code": "CN",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "C3",
+                                                            "code": "C3",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "CR",
+                                                            "code": "CR",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
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+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.2m0a.clma.ogg.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "ogg.clma.2m0a"
                         }
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-                        "NRES_EXPOSE",
-                        "NRES_TEST",
-                        "SCRIPT",
-                        "ENGINEERING",
-                        "ARC",
-                        "LAMP_FLAT",
-                        "NRES_BIAS",
-                        "NRES_DARK"
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-                    },
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-                      "filters": [
-                        {
-                          "id": 60,
-                          "name": "1.6 arcsec slit",
-                          "code": "slit_1.6as",
-                          "filter_type": "Slit"
+                    ],
+                    "__str__": "ogg.clma"
+                }
+            ],
+            "__str__": "ogg"
+        },
+        {
+            "id": 7,
+            "name": "Sedgwick Reserve",
+            "code": "sqa",
+            "active": true,
+            "timezone": -8,
+            "restart": "19:00:00",
+            "tz": "US/Pacific",
+            "lat": 34.6914533333,
+            "long": -120.042221667,
+            "elevation": 328,
+            "enclosure_set": [
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+                    "name": "Dome A",
+                    "code": "doma",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/7/?format=json",
+                    "telescope_set": [
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+                            "id": 15,
+                            "serial_number": "",
+                            "name": "0.8 Meter",
+                            "code": "0m8a",
+                            "active": true,
+                            "lat": 34.6914533333,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -120.042221667,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/15/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.9,
+                            "ha_limit_neg": -4.9,
+                            "instrument_set": [
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+                                    "code": "kb31",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/15/?format=json",
+                                    "autoguider_camera": {
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+                                        "code": "kb31",
+                                        "camera_type": {
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+                                            "size": "7.1x4.8",
+                                            "pscale": 0.28,
+                                            "name": "0.8 meter SciCam AG",
+                                            "code": "0m8-SciCam-AG",
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+                                            "pixels_y": 0,
+                                            "max_rois": 0
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+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Luminance",
+                                                        "code": "Luminance",
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+                                                    },
+                                                    {
+                                                        "name": "Green",
+                                                        "code": "Green",
+                                                        "schedulable": false
+                                                    },
+                                                    {
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+                                                        "code": "Blue",
+                                                        "schedulable": false
+                                                    }
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+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "sqa.doma.0m8a.kb31-kb31",
+                                    "instrument_type": {
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+                                        "name": "0.8 meter SciCam AG",
+                                        "code": "0m8-SciCam-AG",
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+                                        "mode_types": [
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+                                                        "name": "0M8 AG 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "0m8_ag_1",
+                                                        "params": {
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+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M8 AG 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "0m8_ag_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m8_ag_1"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
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+                                            "code": "kb31",
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+                                                "size": "7.1x4.8",
+                                                "pscale": 0.28,
+                                                "name": "0.8 meter SciCam AG",
+                                                "code": "0m8-SciCam-AG",
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+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Luminance",
+                                                            "code": "Luminance",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Green",
+                                                            "code": "Green",
+                                                            "schedulable": false
+                                                        },
+                                                        {
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+                                                            "code": "Blue",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
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+                                                    "default": ""
+                                                }
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+                                        }
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+                                    "code": "kb35",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/15/?format=json",
+                                    "autoguider_camera": {
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+                                        "code": "kb35",
+                                        "camera_type": {
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+                                            "size": "15.6x10.4",
+                                            "pscale": 0.612,
+                                            "name": "NRES Autoguider",
+                                            "code": "NRES-Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
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+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Luminance",
+                                                        "code": "Luminance",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Green",
+                                                        "code": "Green",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Blue",
+                                                        "code": "Blue",
+                                                        "schedulable": false
+                                                    }
+                                                ],
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+                                                "default": ""
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+                                        "host": "inst2.0m8a.doma.sqa.lco.gtn"
+                                    },
+                                    "__str__": "sqa.doma.0m8a.kb35-kb35",
+                                    "instrument_type": {
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+                                        "name": "NRES Autoguider",
+                                        "code": "NRES-Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
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+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
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+                                                "modes": [
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+                                                        "name": "NRES AG 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "nres_ag_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "NRES AG 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "nres_ag_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "nres_ag_2"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
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+                                            "code": "kb35",
+                                            "camera_type": {
+                                                "id": 12,
+                                                "size": "15.6x10.4",
+                                                "pscale": 0.612,
+                                                "name": "NRES Autoguider",
+                                                "code": "NRES-Autoguider",
+                                                "pixels_x": 0,
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+                                                "max_rois": 0
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+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Luminance",
+                                                            "code": "Luminance",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Green",
+                                                            "code": "Green",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Blue",
+                                                            "code": "Blue",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
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+                                            "host": "inst2.0m8a.doma.sqa.lco.gtn"
+                                        }
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+                                {
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+                                    "code": "kb16",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/15/?format=json",
+                                    "autoguider_camera": {
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+                                        "code": "kb31",
+                                        "camera_type": {
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+                                            "size": "7.1x4.8",
+                                            "pscale": 0.28,
+                                            "name": "0.8 meter SciCam AG",
+                                            "code": "0m8-SciCam-AG",
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+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
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+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Luminance",
+                                                        "code": "Luminance",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Green",
+                                                        "code": "Green",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Blue",
+                                                        "code": "Blue",
+                                                        "schedulable": false
+                                                    }
+                                                ],
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+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "sqa.doma.0m8a.kb16-kb31",
+                                    "instrument_type": {
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+                                        "name": "0.8 meter SBIG",
+                                        "code": "0m8-SciCam-SBIG",
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+                                        "mode_types": [
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+                                                "modes": [
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+                                                        "name": "0M8 SBIG 1x1",
+                                                        "overhead": 21.5,
+                                                        "code": "0m8_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M8 SBIG 2x2",
+                                                        "overhead": 8.5,
+                                                        "code": "0m8_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
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+                                                ],
+                                                "default": "0m8_sbig_2"
+                                            }
+                                        ],
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+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
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+                                            "code": "kb16",
+                                            "camera_type": {
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+                                                "size": "14.3x9.5",
+                                                "pscale": 0.28,
+                                                "name": "0.8 meter SBIG",
+                                                "code": "0m8-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
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+                                            },
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+                                                            "code": "Ha",
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+                                                            "code": "rp",
+                                                            "schedulable": true
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+                                                            "code": "ip",
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+                                                        },
+                                                        {
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+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
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+                                                            "code": "B",
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+                                                        },
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+                                                            "code": "clear",
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+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 48,
+                                    "code": "nres",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/15/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 36,
+                                        "code": "kb35",
+                                        "camera_type": {
+                                            "id": 12,
+                                            "size": "15.6x10.4",
+                                            "pscale": 0.612,
+                                            "name": "NRES Autoguider",
+                                            "code": "NRES-Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air,Luminance,Green,Blue"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "18",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Luminance",
+                                                        "code": "Luminance",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Green",
+                                                        "code": "Green",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Blue",
+                                                        "code": "Blue",
+                                                        "schedulable": false
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst2.0m8a.doma.sqa.lco.gtn"
+                                    },
+                                    "__str__": "sqa.doma.0m8a.nres-kb35",
+                                    "instrument_type": {
+                                        "id": 15,
+                                        "name": "0.8 meter NRES",
+                                        "code": "0m8-NRES-SciCam",
+                                        "fixed_overhead_per_exposure": 0.5,
+                                        "front_padding": 240.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 30.0,
+                                        "acquire_exposure_time": 30.0,
+                                        "acquire_processing_time": 60.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M8 NRES 1x1",
+                                                        "overhead": 6.0,
+                                                        "code": "0m8_nres_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m8_nres_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "NRES_SPECTRUM",
+                                            "NRES_EXPOSE",
+                                            "NRES_TEST",
+                                            "SCRIPT",
+                                            "ENGINEERING",
+                                            "ARC",
+                                            "LAMP_FLAT",
+                                            "NRES_BIAS",
+                                            "NRES_DARK"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 53,
+                                            "code": "nres",
+                                            "camera_type": {
+                                                "id": 15,
+                                                "size": "0.045x0.045",
+                                                "pscale": 0.5,
+                                                "name": "0.8 meter NRES",
+                                                "code": "0m8-NRES-SciCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "slits": "slit_1.6as"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "11",
+                                                    "type": "slits",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "1.6 arcsec slit",
+                                                            "code": "slit_1.6as",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 88,
+                                    "code": "kb59",
+                                    "state": "COMMISSIONING",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/15/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 34,
+                                        "code": "kb31",
+                                        "camera_type": {
+                                            "id": 10,
+                                            "size": "7.1x4.8",
+                                            "pscale": 0.28,
+                                            "name": "0.8 meter SciCam AG",
+                                            "code": "0m8-SciCam-AG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air,Luminance,Green,Blue"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "18",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Luminance",
+                                                        "code": "Luminance",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Green",
+                                                        "code": "Green",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Blue",
+                                                        "code": "Blue",
+                                                        "schedulable": false
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "sqa.doma.0m8a.kb59-kb31",
+                                    "instrument_type": {
+                                        "id": 8,
+                                        "name": "0.8 meter SBIG",
+                                        "code": "0m8-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M8 SBIG 1x1",
+                                                        "overhead": 21.5,
+                                                        "code": "0m8_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M8 SBIG 2x2",
+                                                        "overhead": 8.5,
+                                                        "code": "0m8_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m8_sbig_2"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 90,
+                                            "code": "kb59",
+                                            "camera_type": {
+                                                "id": 8,
+                                                "size": "14.3x9.5",
+                                                "pscale": 0.28,
+                                                "name": "0.8 meter SBIG",
+                                                "code": "0m8-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "Ha,rp,ip,gp,V,B,clear"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "19",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "H-alpha",
+                                                            "code": "Ha",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "clear",
+                                                            "code": "clear",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.0m8a.doma.sqa.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "sqa.doma.0m8a"
                         }
-                      ],
-                      "__str__": "slit_1.6as"
-                    },
-                    "filters": "slit_1.6as",
-                    "optical_elements": {
-                      "slits": "slit_1.6as"
-                    },
-                    "optical_element_groups": [
-                      {
-                        "name": "11",
-                        "type": "slits",
-                        "optical_elements": [
-                          {
-                            "name": "1.6 arcsec slit",
-                            "code": "slit_1.6as",
-                            "schedulable": true
-                          }
-                        ],
-                        "element_change_overhead": 0.0,
-                        "default": ""
-                      }
                     ],
-                    "host": "N/A"
-                  },
-                  "autoguider_camera": {
-                    "id": 82,
-                    "code": "nresXXX",
-                    "camera_type": {
-                      "id": 18,
-                      "size": "0.045x0.045",
-                      "pscale": 0.5,
-                      "default_mode": {
-                        "id": 38,
-                        "binning": 1,
-                        "overhead": 20000,
-                        "readout": 57.0
-                      },
-                      "name": "1.0 meter NRES Commissioning",
-                      "code": "1m0-NRES-Commissioning",
-                      "mode_set": [
-                        {
-                          "id": 38,
-                          "binning": 1,
-                          "overhead": 20000,
-                          "readout": 57.0
+                    "__str__": "sqa.doma"
+                }
+            ],
+            "__str__": "sqa"
+        },
+        {
+            "id": 8,
+            "name": "Tenerife, Canary Islands",
+            "code": "tfn",
+            "active": true,
+            "timezone": 1,
+            "restart": "11:00:00",
+            "tz": "WET",
+            "lat": 28.300308,
+            "long": -16.511703,
+            "elevation": 2390,
+            "enclosure_set": [
+                {
+                    "id": 16,
+                    "name": "Aqawan A",
+                    "code": "aqwa",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/8/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 17,
+                            "serial_number": "",
+                            "name": "0.4 Meter",
+                            "code": "0m4b",
+                            "active": true,
+                            "lat": 28.300308,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": -16.511703,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/16/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.4666667,
+                            "ha_limit_neg": -4.533333,
+                            "instrument_set": [
+                                {
+                                    "id": 50,
+                                    "code": "kb88",
+                                    "state": "DISABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/17/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 50,
+                                        "code": "kb88",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "tfn.aqwa.0m4b.kb88-kb88",
+                                    "instrument_type": {
+                                        "id": 9,
+                                        "name": "0.4 meter SBIG",
+                                        "code": "0m4-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "0M4 SBIG 2x2",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "0M4 SBIG 1x1",
+                                                        "overhead": 13.0,
+                                                        "code": "0m4_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "0m4_sbig_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    },
+                                                    {
+                                                        "name": "Acquire Off",
+                                                        "overhead": 0.0,
+                                                        "code": "OFF",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "OFF"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 50,
+                                            "code": "kb88",
+                                            "camera_type": {
+                                                "id": 9,
+                                                "size": "29.2x19.5",
+                                                "pscale": 0.571,
+                                                "name": "0.4 meter SBIG",
+                                                "code": "0m4-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "6",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "100um Pinhole",
+                                                            "code": "100um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 87,
+                                    "code": "kb23",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/17/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 89,
+                                        "code": "kb23",
+                                        "camera_type": {
+                                            "id": 9,
+                                            "size": "29.2x19.5",
+                                            "pscale": 0.571,
+                                            "name": "0.4 meter SBIG",
+                                            "code": "0m4-SciCam-SBIG",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,100um-Pinhole,w,up,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "6",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "100um Pinhole",
+                                                        "code": "100um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-w",
+                                                        "code": "w",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-u&prime;",
+                                                        "code": "up",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
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+                            "serial_number": "",
+                            "name": "0.4 Meter",
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+                                            "AUTO_FOCUS",
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-                            {
-                              "name": "NRES Commisioning 1x1",
-                              "overhead": 57.0,
-                              "code": "nres_comm_1",
-                              "params": {
-                                "binning": 1
-                              }
-                            }
-                          ],
-                          "default": "nres_comm_1"
-                        },
-                        {
-                          "type": "acquisition",
-                          "modes": [
-                            {
-                              "name": "Acquire Brightest",
-                              "overhead": 90.0,
-                              "code": "BRIGHTEST",
-                              "params": {
-                                "required_fields": [
-                                  "acquire_radius"
-                                ]
-                              }
-                            },
-                            {
-                              "name": "Acquire WCS",
-                              "overhead": 90.0,
-                              "code": "WCS",
-                              "params": {}
-                            }
-                          ],
-                          "default": "WCS"
+                    ],
+                    "__str__": "tfn.aqwa"
+                }
+            ],
+            "__str__": "tfn"
+        },
+        {
+            "id": 10,
+            "name": "Wise, Israel",
+            "code": "tlv",
+            "active": true,
+            "timezone": 2,
+            "restart": "10:00:00",
+            "tz": "Israel",
+            "lat": 30.595833,
+            "long": 34.763333,
+            "elevation": 861,
+            "enclosure_set": [
+                {
+                    "id": 21,
+                    "name": "Dome A",
+                    "code": "doma",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/10/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 26,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": 30.595833,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": 34.763333,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/21/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 7.0,
+                            "ha_limit_neg": -7.0,
+                            "instrument_set": [
+                                {
+                                    "id": 86,
+                                    "code": "nres04",
+                                    "state": "SCHEDULABLE",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/26/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 98,
+                                        "code": "ak10",
+                                        "camera_type": {
+                                            "id": 12,
+                                            "size": "15.6x10.4",
+                                            "pscale": 0.612,
+                                            "name": "NRES Autoguider",
+                                            "code": "NRES-Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "air"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "air",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "inst.1m0a.doma.tlv.lco.gtn"
+                                    },
+                                    "__str__": "tlv.doma.1m0a.nres04-ak10",
+                                    "instrument_type": {
+                                        "id": 18,
+                                        "name": "1.0 meter NRES Commissioning",
+                                        "code": "1m0-NRES-Commissioning",
+                                        "fixed_overhead_per_exposure": 0.5,
+                                        "front_padding": 180.0,
+                                        "filter_change_time": 20.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 10.0,
+                                        "acquire_processing_time": 500.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "NRES Commisioning 1x1",
+                                                        "overhead": 57.0,
+                                                        "code": "nres_comm_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "nres_comm_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "WCS"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "NRES_SPECTRUM",
+                                            "NRES_EXPOSE",
+                                            "NRES_TEST",
+                                            "SCRIPT",
+                                            "ENGINEERING",
+                                            "ARC",
+                                            "LAMP_FLAT",
+                                            "NRES_BIAS",
+                                            "NRES_DARK"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 87,
+                                            "code": "nres04",
+                                            "camera_type": {
+                                                "id": 18,
+                                                "size": "0.045x0.045",
+                                                "pscale": 0.5,
+                                                "name": "1.0 meter NRES Commissioning",
+                                                "code": "1m0-NRES-Commissioning",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "air"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "air",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "inst.1m0a.igla.tlv.lco.gtn"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "tlv.doma.1m0a"
                         }
-                      ],
-                      "default_acceptability_threshold": 90.0,
-                      "pixels_x": 0,
-                      "pixels_y": 0,
-                      "max_rois": 0,
-                      "allow_self_guiding": true,
-                      "configuration_types": [
-                        "NRES_SPECTRUM",
-                        "NRES_EXPOSE",
-                        "NRES_TEST",
-                        "SCRIPT",
-                        "ENGINEERING",
-                        "ARC",
-                        "LAMP_FLAT",
-                        "NRES_BIAS",
-                        "NRES_DARK"
-                      ]
-                    },
-                    "filter_wheel": {
-                      "id": 13,
-                      "filters": [
-                        {
-                          "id": 60,
-                          "name": "1.6 arcsec slit",
-                          "code": "slit_1.6as",
-                          "filter_type": "Slit"
+                    ],
+                    "__str__": "tlv.doma"
+                },
+                {
+                    "id": 25,
+                    "name": "Igloo A",
+                    "code": "igla",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/10/?format=json",
+                    "telescope_set": [],
+                    "__str__": "tlv.igla"
+                }
+            ],
+            "__str__": "tlv"
+        },
+        {
+            "id": 9,
+            "name": "Test Site",
+            "code": "tst",
+            "active": true,
+            "timezone": -8,
+            "restart": "19:00:00",
+            "tz": "US/Pacific",
+            "lat": 34.43314722,
+            "long": 35.0,
+            "elevation": 7,
+            "enclosure_set": [
+                {
+                    "id": 17,
+                    "name": "Dome A",
+                    "code": "doma",
+                    "active": true,
+                    "site": "http://configdb.lco.gtn/sites/9/?format=json",
+                    "telescope_set": [
+                        {
+                            "id": 18,
+                            "serial_number": "",
+                            "name": "1 Meter",
+                            "code": "1m0a",
+                            "active": true,
+                            "lat": 34.43314722,
+                            "slew_rate": 0.0,
+                            "minimum_slew_overhead": 0.0,
+                            "instrument_change_overhead": 0.0,
+                            "long": 35.0,
+                            "enclosure": "http://configdb.lco.gtn/enclosures/17/?format=json",
+                            "horizon": 15.0,
+                            "ha_limit_pos": 4.6,
+                            "ha_limit_neg": -4.6,
+                            "instrument_set": [
+                                {
+                                    "id": 51,
+                                    "code": "kbXX",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/18/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 11,
+                                        "code": "efXX",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "tst.doma.1m0a.kbXX-efXX",
+                                    "instrument_type": {
+                                        "id": 14,
+                                        "name": "1.0 meter SBIG",
+                                        "code": "1m0-SciCam-SBIG",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 2.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M SBIG 1x1",
+                                                        "overhead": 35.0,
+                                                        "code": "1m0_sbig_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "1M SBIG 2x2",
+                                                        "overhead": 14.5,
+                                                        "code": "1m0_sbig_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "1M SBIG 3x3",
+                                                        "overhead": 11.5,
+                                                        "code": "1m0_sbig_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "1m0_sbig_2"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "EXPOSE",
+                                            "BIAS",
+                                            "DARK",
+                                            "STANDARD",
+                                            "SCRIPT",
+                                            "AUTO_FOCUS",
+                                            "SKY_FLAT",
+                                            "ENGINEERING"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 52,
+                                            "code": "kbXX",
+                                            "camera_type": {
+                                                "id": 14,
+                                                "size": "15.8x15.8",
+                                                "pscale": 0.232,
+                                                "name": "1.0 meter SBIG",
+                                                "code": "1m0-SciCam-SBIG",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "I,R,U,w,Y,up,air,rp,ip,gp,zs,V,B,400um-Pinhole,150um-Pinhole"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "2",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Bessell-I",
+                                                            "code": "I",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-R",
+                                                            "code": "R",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-U",
+                                                            "code": "U",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-w",
+                                                            "code": "w",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Y",
+                                                            "code": "Y",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-u&prime;",
+                                                            "code": "up",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "400um Pinhole",
+                                                            "code": "400um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 52,
+                                    "code": "efXX",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/18/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 11,
+                                        "code": "efXX",
+                                        "camera_type": {
+                                            "id": 1,
+                                            "size": "5.7x5.7",
+                                            "pscale": 0.335,
+                                            "name": "Autoguider",
+                                            "code": "Autoguider",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "8",
+                                                "type": "filters",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "Opaque",
+                                                        "code": "opaque",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "150um Pinhole",
+                                                        "code": "150um-Pinhole",
+                                                        "schedulable": false
+                                                    },
+                                                    {
+                                                        "name": "Clear",
+                                                        "code": "air",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-r&prime;",
+                                                        "code": "rp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-i&prime;",
+                                                        "code": "ip",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "SDSS-g&prime;",
+                                                        "code": "gp",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "PanSTARRS-Z",
+                                                        "code": "zs",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-V",
+                                                        "code": "V",
+                                                        "schedulable": true
+                                                    },
+                                                    {
+                                                        "name": "Bessell-B",
+                                                        "code": "B",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "tst.doma.1m0a.efXX-efXX",
+                                    "instrument_type": {
+                                        "id": 1,
+                                        "name": "Autoguider",
+                                        "code": "Autoguider",
+                                        "fixed_overhead_per_exposure": 1.0,
+                                        "front_padding": 90.0,
+                                        "filter_change_time": 0.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 0.0,
+                                        "acquire_processing_time": 0.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "Autoguider 1x1",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 2x2",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_2",
+                                                        "params": {
+                                                            "binning": 2
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 3x3",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_3",
+                                                        "params": {
+                                                            "binning": 3
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Autoguider 4x4",
+                                                        "overhead": 0.0,
+                                                        "code": "autoguider_4",
+                                                        "params": {
+                                                            "binning": 4
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "autoguider_1"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": []
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 11,
+                                            "code": "efXX",
+                                            "camera_type": {
+                                                "id": 1,
+                                                "size": "5.7x5.7",
+                                                "pscale": 0.335,
+                                                "name": "Autoguider",
+                                                "code": "Autoguider",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "filters": "opaque,150um-Pinhole,air,rp,ip,gp,zs,V,B"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "8",
+                                                    "type": "filters",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "Opaque",
+                                                            "code": "opaque",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "150um Pinhole",
+                                                            "code": "150um-Pinhole",
+                                                            "schedulable": false
+                                                        },
+                                                        {
+                                                            "name": "Clear",
+                                                            "code": "air",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-r&prime;",
+                                                            "code": "rp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-i&prime;",
+                                                            "code": "ip",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "SDSS-g&prime;",
+                                                            "code": "gp",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "PanSTARRS-Z",
+                                                            "code": "zs",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-V",
+                                                            "code": "V",
+                                                            "schedulable": true
+                                                        },
+                                                        {
+                                                            "name": "Bessell-B",
+                                                            "code": "B",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 79,
+                                    "code": "nresXX",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/18/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 80,
+                                        "code": "nresXX",
+                                        "camera_type": {
+                                            "id": 17,
+                                            "size": "0.045x0.045",
+                                            "pscale": 0.5,
+                                            "name": "1.0 meter NRES",
+                                            "code": "1m0-NRES-SciCam",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "slits": "slit_1.6as"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "11",
+                                                "type": "slits",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "1.6 arcsec slit",
+                                                        "code": "slit_1.6as",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "tst.doma.1m0a.nresXX-nresXX",
+                                    "instrument_type": {
+                                        "id": 17,
+                                        "name": "1.0 meter NRES",
+                                        "code": "1m0-NRES-SciCam",
+                                        "fixed_overhead_per_exposure": 0.5,
+                                        "front_padding": 180.0,
+                                        "filter_change_time": 20.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 10.0,
+                                        "acquire_processing_time": 400.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "1M NRES 1x1",
+                                                        "overhead": 57.0,
+                                                        "code": "nres_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "nres_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "WCS"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "NRES_SPECTRUM",
+                                            "NRES_EXPOSE",
+                                            "NRES_TEST",
+                                            "SCRIPT",
+                                            "ENGINEERING",
+                                            "ARC",
+                                            "LAMP_FLAT",
+                                            "NRES_BIAS",
+                                            "NRES_DARK"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 80,
+                                            "code": "nresXX",
+                                            "camera_type": {
+                                                "id": 17,
+                                                "size": "0.045x0.045",
+                                                "pscale": 0.5,
+                                                "name": "1.0 meter NRES",
+                                                "code": "1m0-NRES-SciCam",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "slits": "slit_1.6as"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "11",
+                                                    "type": "slits",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "1.6 arcsec slit",
+                                                            "code": "slit_1.6as",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                },
+                                {
+                                    "id": 81,
+                                    "code": "nresXXX",
+                                    "state": "ENABLED",
+                                    "telescope": "http://configdb.lco.gtn/telescopes/18/?format=json",
+                                    "autoguider_camera": {
+                                        "id": 82,
+                                        "code": "nresXXX",
+                                        "camera_type": {
+                                            "id": 18,
+                                            "size": "0.045x0.045",
+                                            "pscale": 0.5,
+                                            "name": "1.0 meter NRES Commissioning",
+                                            "code": "1m0-NRES-Commissioning",
+                                            "pixels_x": 0,
+                                            "pixels_y": 0,
+                                            "max_rois": 0
+                                        },
+                                        "optical_elements": {
+                                            "slits": "slit_1.6as"
+                                        },
+                                        "optical_element_groups": [
+                                            {
+                                                "name": "11",
+                                                "type": "slits",
+                                                "optical_elements": [
+                                                    {
+                                                        "name": "1.6 arcsec slit",
+                                                        "code": "slit_1.6as",
+                                                        "schedulable": true
+                                                    }
+                                                ],
+                                                "element_change_overhead": 0.0,
+                                                "default": ""
+                                            }
+                                        ],
+                                        "host": "N/A"
+                                    },
+                                    "__str__": "tst.doma.1m0a.nresXXX-nresXXX",
+                                    "instrument_type": {
+                                        "id": 18,
+                                        "name": "1.0 meter NRES Commissioning",
+                                        "code": "1m0-NRES-Commissioning",
+                                        "fixed_overhead_per_exposure": 0.5,
+                                        "front_padding": 180.0,
+                                        "filter_change_time": 20.0,
+                                        "config_change_time": 0.0,
+                                        "acquire_exposure_time": 10.0,
+                                        "acquire_processing_time": 500.0,
+                                        "mode_types": [
+                                            {
+                                                "type": "readout",
+                                                "modes": [
+                                                    {
+                                                        "name": "NRES Commisioning 1x1",
+                                                        "overhead": 57.0,
+                                                        "code": "nres_comm_1",
+                                                        "params": {
+                                                            "binning": 1
+                                                        }
+                                                    }
+                                                ],
+                                                "default": "nres_comm_1"
+                                            },
+                                            {
+                                                "type": "acquisition",
+                                                "modes": [
+                                                    {
+                                                        "name": "Acquire Brightest",
+                                                        "overhead": 90.0,
+                                                        "code": "BRIGHTEST",
+                                                        "params": {
+                                                            "required_fields": [
+                                                                "acquire_radius"
+                                                            ]
+                                                        }
+                                                    },
+                                                    {
+                                                        "name": "Acquire WCS",
+                                                        "overhead": 90.0,
+                                                        "code": "WCS",
+                                                        "params": {}
+                                                    }
+                                                ],
+                                                "default": "WCS"
+                                            }
+                                        ],
+                                        "default_acceptability_threshold": 90.0,
+                                        "allow_self_guiding": true,
+                                        "configuration_types": [
+                                            "NRES_SPECTRUM",
+                                            "NRES_EXPOSE",
+                                            "NRES_TEST",
+                                            "SCRIPT",
+                                            "ENGINEERING",
+                                            "ARC",
+                                            "LAMP_FLAT",
+                                            "NRES_BIAS",
+                                            "NRES_DARK"
+                                        ]
+                                    },
+                                    "science_cameras": [
+                                        {
+                                            "id": 82,
+                                            "code": "nresXXX",
+                                            "camera_type": {
+                                                "id": 18,
+                                                "size": "0.045x0.045",
+                                                "pscale": 0.5,
+                                                "name": "1.0 meter NRES Commissioning",
+                                                "code": "1m0-NRES-Commissioning",
+                                                "pixels_x": 0,
+                                                "pixels_y": 0,
+                                                "max_rois": 0
+                                            },
+                                            "optical_elements": {
+                                                "slits": "slit_1.6as"
+                                            },
+                                            "optical_element_groups": [
+                                                {
+                                                    "name": "11",
+                                                    "type": "slits",
+                                                    "optical_elements": [
+                                                        {
+                                                            "name": "1.6 arcsec slit",
+                                                            "code": "slit_1.6as",
+                                                            "schedulable": true
+                                                        }
+                                                    ],
+                                                    "element_change_overhead": 0.0,
+                                                    "default": ""
+                                                }
+                                            ],
+                                            "host": "N/A"
+                                        }
+                                    ]
+                                }
+                            ],
+                            "__str__": "tst.doma.1m0a"
                         }
-                      ],
-                      "__str__": "slit_1.6as"
-                    },
-                    "filters": "slit_1.6as",
-                    "optical_elements": {
-                      "slits": "slit_1.6as"
-                    },
-                    "optical_element_groups": [
-                      {
-                        "name": "11",
-                        "type": "slits",
-                        "optical_elements": [
-                          {
-                            "name": "1.6 arcsec slit",
-                            "code": "slit_1.6as",
-                            "schedulable": true
-                          }
-                        ],
-                        "element_change_overhead": 0.0,
-                        "default": ""
-                      }
                     ],
-                    "host": "N/A"
-                  },
-                  "__str__": "tst.doma.1m0a.nresXXX-nresXXX"
+                    "__str__": "tst.doma"
                 }
-              ],
-              "__str__": "tst.doma.1m0a"
-            }
-          ],
-          "__str__": "tst.doma"
+            ],
+            "__str__": "tst"
+        },
+        {
+            "id": 11,
+            "name": "Warehouse Test Facility",
+            "code": "wtf",
+            "active": true,
+            "timezone": -8,
+            "restart": "19:00:00",
+            "tz": "US/Pacific",
+            "lat": 34.43314722,
+            "long": -119.8630833,
+            "elevation": 7,
+            "enclosure_set": [],
+            "__str__": "wtf"
         }
-      ],
-      "__str__": "tst"
-    },
-    {
-      "id": 11,
-      "name": "Warehouse Test Facility",
-      "code": "wtf",
-      "active": true,
-      "timezone": -8,
-      "restart": "19:00:00",
-      "tz": "US/Pacific",
-      "lat": 34.43314722,
-      "long": -119.8630833,
-      "elevation": 7,
-      "enclosure_set": [],
-      "__str__": "wtf"
-    }
-  ]
+    ]
 }
\ No newline at end of file

From 18b5e7bc4dac982c2f22aa032561ba23d0b3bc66 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 15 Jul 2020 12:12:16 -0400
Subject: [PATCH 208/303] Add the ability to normalize out the continuum. For
 the templates we just fit a polynomial while for the science spectra we
 divide by the blaze and then fit a polynomial.

---
 banzai_nres/continuum.py | 15 +++++++++++++++
 banzai_nres/extract.py   |  4 +++-
 banzai_nres/fitting.py   | 25 +++++++++++++++++++++++++
 banzai_nres/frames.py    | 12 ++++++++++++
 banzai_nres/rv.py        | 11 +++++++++--
 banzai_nres/settings.py  |  1 +
 6 files changed, 65 insertions(+), 3 deletions(-)
 create mode 100644 banzai_nres/continuum.py

diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
new file mode 100644
index 00000000..80c76cb6
--- /dev/null
+++ b/banzai_nres/continuum.py
@@ -0,0 +1,15 @@
+from banzai_nres.frames import NRESObservationFrame
+from banzai.stages import Stage
+from banzai_nres.fitting import fit_polynomial
+
+
+class ContinuumNormalizer(Stage):
+    def do_stage(self, image) -> NRESObservationFrame:
+        for fiber, order in image.spectrum.orders:
+            spectrum = image.spectrum[fiber, order]
+            normalized_flux = spectrum['flux'] / spectrum['blaze']
+            normalized_error = spectrum['uncertainty'] / spectrum['blaze']
+            best_fit = fit_polynomial(normalized_flux, normalized_error, x=spectrum['wavelength'])
+            image.spectrum[fiber, order, 'normflux'] = normalized_flux / best_fit(spectrum['wavelength'])
+            image.spectrum[fiber, order, 'normuncertainty'] = normalized_error / best_fit(spectrum['wavelength'])
+        return image
diff --git a/banzai_nres/extract.py b/banzai_nres/extract.py
index 146b1349..6526e58a 100644
--- a/banzai_nres/extract.py
+++ b/banzai_nres/extract.py
@@ -33,8 +33,10 @@ def do_stage(self, image: EchelleSpectralCCDData):
 
         image.spectrum = Spectrum1D({'id': trace_ids, 'order': image.fibers['order'],
                                      'fiber': image.fibers['fiber'], 'wavelength': wavelength,
-                                     'flux': flux, 'uncertainty': np.sqrt(variance)})
+                                     'flux': flux, 'uncertainty': np.sqrt(variance), 'blaze': image.blaze['blaze']})
+        # Remove the fibers and the blaze extensions now that the info is stored in the extracted spectrum
         image.fibers = None
+        image.blaze = None
         return image
 
     @staticmethod
diff --git a/banzai_nres/fitting.py b/banzai_nres/fitting.py
index 98bd576c..45e21729 100644
--- a/banzai_nres/fitting.py
+++ b/banzai_nres/fitting.py
@@ -1,6 +1,7 @@
 import numpy as np
 from scipy.interpolate import SmoothBivariateSpline, UnivariateSpline
 from statsmodels.robust.norms import HuberT
+from astropy.modeling import fitting, polynomial
 
 
 def fit_smooth_spline(y, error, mask=None, n_iter=1, x=None, sigma=5):
@@ -39,3 +40,27 @@ def fit_smooth_spline(y, error, mask=None, n_iter=1, x=None, sigma=5):
         # Iteratively reweight to reject outliers
         weights = huber_t.weights(np.abs(y_to_fit - best_fit(*x_to_fit, **kwargs)) / error_to_fit) / error_to_fit
     return best_fit
+
+
+def fit_polynomial(y, error, mask=None, n_iter=5, x=None, sigma=5, order=3, domain=None):
+    if mask is None:
+        mask = np.zeros(y.shape, dtype=bool)
+
+    if x is None:
+        x = np.arange(len(y), dtype=float)
+    y_to_fit = y[np.logical_not(mask)]
+    error_to_fit = error[np.logical_not(mask)]
+    x_to_fit = x[np.logical_not(mask)]
+    # Start with variance weighting
+    weights = error_to_fit ** -2.0
+    huber_t = HuberT(t=sigma)
+
+    fitter = fitting.LinearLSQFitter()
+    model = polynomial.Legendre1D(order, domain=domain)
+
+    for i in range(n_iter):
+        best_fit = fitter(model, x_to_fit, y_to_fit, weights=weights)
+
+        # Iteratively reweight to reject outliers
+        weights = huber_t.weights(np.abs(y_to_fit - best_fit(x_to_fit)) / error_to_fit) / error_to_fit ** 2.0
+    return best_fit
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 0d35001c..3ec63ea0 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -31,6 +31,18 @@ def __getitem__(self, item):
         return {column: row[column][good_pixels] if isinstance(row[column], np.ndarray) else row[column]
                 for column in row.colnames if column != 'mask'}
 
+    def __setitem__(self, key, value):
+        fiber, order, column_name = key
+        if column_name not in self._table.colnames:
+            self._table.add_column([np.zeros_like(row['flux']) for row in self._table], name=column_name)
+        row = self._table[np.logical_and(self._table['fiber'] == fiber, self._table['order'] == order)][0]
+        good_pixels = row['mask'] == 0
+        row[column_name][good_pixels] = value
+
+    @property
+    def orders(self):
+        return self._table['fiber'], self._table['order']
+
     def to_fits(self, extname):
         return fits.BinTableHDU(self._table, name=extname, header=fits.Header({'EXTNAME': extname}))
 
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 0388443b..6521dee0 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -11,6 +11,7 @@
 from astropy import units
 from banzai.utils import stats
 import logging
+from banzai_nres.fitting import fit_polynomial
 
 
 logger = logging.getLogger('banzai')
@@ -75,8 +76,14 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
         # Only pass in the given wavelength range +- 1 Angstrom to boost performance
         order_indices = np.logical_and(template['wavelength'] >= np.min(order['wavelength']) - 1.0,
                                        template['wavelength'] <= np.max(order['wavelength']) + 1.0)
-        x_cor = cross_correlate(velocities, order['wavelength'], order['flux'], order['uncertainty'],
-                                template['wavelength'][order_indices], template['flux'][order_indices])
+        template_to_fit = {'wavelength': template['wavelength'][order_indices], 'flux': template['flux'][order_indices]}
+        # Assume that the models are about S/N = 1000
+        template_error = 1e-3 * template_to_fit['flux']
+        continuum_model = fit_polynomial(template_to_fit['flux'], template_error, x=template_to_fit['wavelength'])
+        normalized_template = {'wavelength': template_to_fit['wavelength'],
+                               'flux': template_to_fit['flux'] / continuum_model(template_to_fit['wavelength'])}
+        x_cor = cross_correlate(velocities, order['wavelength'], order['normflux'], order['uncertainty'],
+                                normalized_template['wavelength'], normalized_template['flux'])
         ccfs.append({'order': i, 'v': velocities, 'xcor': x_cor})
     return Table(ccfs)
 
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 130b33f2..8564d278 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -20,6 +20,7 @@
                   'banzai_nres.wavelength.ArcLoader',
                   'banzai_nres.extract.GetOptimalExtractionWeights',
                   'banzai_nres.extract.WeightedExtract',
+                  'banzai_nres.continuum.ContinuumNormalizer',
                   'banzai_nres.rv.RVCalculator'
                   ]
 

From d4425dfc34994d339b511276921c13e0764c8d81 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 16 Jul 2020 11:42:58 -0400
Subject: [PATCH 209/303] Fixes to unit tests.

---
 banzai_nres/rv.py                 |  2 +-
 banzai_nres/tests/test_extract.py | 24 ++++++++++++------------
 banzai_nres/tests/test_rv.py      |  2 +-
 3 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 6521dee0..7cbc4a05 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -82,7 +82,7 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
         continuum_model = fit_polynomial(template_to_fit['flux'], template_error, x=template_to_fit['wavelength'])
         normalized_template = {'wavelength': template_to_fit['wavelength'],
                                'flux': template_to_fit['flux'] / continuum_model(template_to_fit['wavelength'])}
-        x_cor = cross_correlate(velocities, order['wavelength'], order['normflux'], order['uncertainty'],
+        x_cor = cross_correlate(velocities, order['wavelength'], order['normflux'], order['normuncertainty'],
                                 normalized_template['wavelength'], normalized_template['flux'])
         ccfs.append({'order': i, 'v': velocities, 'xcor': x_cor})
     return Table(ccfs)
diff --git a/banzai_nres/tests/test_extract.py b/banzai_nres/tests/test_extract.py
index 3e3ef5f3..a5e18e8b 100644
--- a/banzai_nres/tests/test_extract.py
+++ b/banzai_nres/tests/test_extract.py
@@ -52,12 +52,11 @@ def test_unit_weights_extraction(self):
     @pytest.mark.integration
     def test_extract_in_poisson_regime(self):
         trace_width, number_traces = 20, 10
-        image = five_hundred_square_image(50000, number_traces, trace_width)
+        seed = 1408235915
+        image = five_hundred_square_image(50000, number_traces, trace_width, seed=seed)
         expected_extracted_wavelength = np.max(image.wavelengths)
-        image2 = NRESObservationFrame([EchelleSpectralCCDData(data=image.data, uncertainty=image.uncertainty,
-                                                              wavelengths=image.wavelengths, fibers=image.fibers,
-                                                              meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
-        image2.traces = image.traces
+
+        image2 = five_hundred_square_image(50000, number_traces, trace_width, seed=seed)
         image2.profile = np.ones_like(image.data)
         input_context = context.Context({})
 
@@ -75,11 +74,9 @@ def test_extract_in_poisson_regime(self):
     @pytest.mark.integration
     def test_extract_in_readnoise_regime(self):
         trace_width, number_traces = 20, 10
-        image = five_hundred_square_image(100, number_traces, trace_width, read_noise=100)
-        image2 = NRESObservationFrame([EchelleSpectralCCDData(data=image.data, uncertainty=image.uncertainty,
-                                                              wavelengths=image.wavelengths, fibers=image.fibers,
-                                                              meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
-        image2.traces = image.traces
+        seed = 192074123
+        image = five_hundred_square_image(100, number_traces, trace_width, read_noise=100, seed=seed)
+        image2 = five_hundred_square_image(100, number_traces, trace_width, read_noise=100, seed=seed)
         image2.profile = np.ones_like(image.data)
         input_context = context.Context({})
 
@@ -147,11 +144,12 @@ def two_order_image():
     image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty,
                                                          wavelengths=wavelengths, traces=traces,
                                                          fibers={'fiber': np.arange(2), 'order': np.arange(2)},
+                                                         blaze={'id': np.arange(2), 'blaze': [np.arange(20), np.arange(20)]},
                                                          meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
     return image
 
 
-def five_hundred_square_image(maxflux, number_traces, trace_width, read_noise=10):
+def five_hundred_square_image(maxflux, number_traces, trace_width, read_noise=10, seed=None):
     traces = np.zeros((500, 500))
     data = np.ones_like(traces, dtype=float)
     profile = np.zeros_like(traces, dtype=float)
@@ -162,7 +160,7 @@ def five_hundred_square_image(maxflux, number_traces, trace_width, read_noise=10
             data[40 * i + j, :] += maxflux * np.exp((-1.) * (ix[j]-trace_width/2.) ** 2/(trace_width/6.)**2)
         for j in range(0, trace_width):
             profile[40 * i + j, :] = data[40 * i + j, :] / np.sum(data[40 * i: 40 * i + trace_width, 0])
-
+    np.random.seed(seed=seed)
     data += np.random.poisson(data)
     data += np.random.normal(0.0, read_noise, size=data.shape)
     uncertainty = np.sqrt(data + read_noise ** 2)
@@ -170,6 +168,8 @@ def five_hundred_square_image(maxflux, number_traces, trace_width, read_noise=10
     image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty, traces=traces,
                                                          profile=profile, wavelengths=wavelengths,
                                                          meta={'OBJECTS': 'tung&tung&none'},
+                                                         blaze={'id': np.arange(number_traces) + 1,
+                                                                'blaze': [np.ones(traces.shape[1]) for i in range(number_traces)]},
                                                          fibers={'fiber': np.arange(number_traces) + 1,
                                                                  'order': np.arange(number_traces) + 1})], 'foo.fits')
     return image
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index fdcc3d4e..4db056ae 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -72,7 +72,7 @@ def test_rv(mock_fits, mock_db):
     for i in range(26):
         order = slice(i * 7000, (i + 1) * 7000, 1)
         row = {'wavelength': test_wavelengths[order] * (1.0 + true_v / c),
-               'flux': noisy_flux[order], 'uncertainty': uncertainty[order], 'fiber': 0, 'order': i + 75}
+               'normflux': noisy_flux[order], 'normuncertainty': uncertainty[order], 'fiber': 0, 'order': i + 75}
         spectrum.append(row)
 
     image = NRESObservationFrame([EchelleSpectralCCDData(np.zeros((1, 1)), meta=header, spectrum=Spectrum1D(spectrum))],

From 877d542107c6af663179858f98d9bcc3bd9882f9 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 17 Jul 2020 16:40:44 -0400
Subject: [PATCH 210/303] Fixes to unpacking fibers.

---
 .travis.yml              | 2 +-
 Dockerfile               | 2 +-
 banzai_nres/continuum.py | 2 +-
 setup.py                 | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.travis.yml b/.travis.yml
index aa2bead2..a9ae4e22 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -71,7 +71,7 @@ before_install:
 
 install:
   - if [[ "$INSTALL_DEPS" == 1 ]]; then pip install numpy==$NUMPY_VERSION coverage pycodestyle; fi
-  - pip install git+https://github.com/lcogt/banzai@dev
+  - pip install git+https://github.com/lcogt/banzai.git
   - $PYTHON_INSTALL_COMMAND
 
 script:
diff --git a/Dockerfile b/Dockerfile
index b3b94bb0..273e0c3a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM docker.lco.global/banzai:0.28.9-278-g789f7d4
+FROM docker.lco.global/banzai:1.0.5
 
 USER root
 
diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index 80c76cb6..5ebfc3a4 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -5,7 +5,7 @@
 
 class ContinuumNormalizer(Stage):
     def do_stage(self, image) -> NRESObservationFrame:
-        for fiber, order in image.spectrum.orders:
+        for fiber, order in zip(image.spectrum.orders):
             spectrum = image.spectrum[fiber, order]
             normalized_flux = spectrum['flux'] / spectrum['blaze']
             normalized_error = spectrum['uncertainty'] / spectrum['blaze']
diff --git a/setup.py b/setup.py
index 3aa9c623..8523404a 100644
--- a/setup.py
+++ b/setup.py
@@ -22,7 +22,7 @@
       package_dir={'banzai_nres': 'banzai_nres'},
       package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt', 'data/g2v_template.fits']},
       setup_requires=['pytest-runner', 'setuptools_scm'],
-      install_requires=['banzai>=0.29.0dev', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
+      install_requires=['banzai>=1.0.5', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
                         'statsmodels', 'astropy==4.0', 'xwavecal==0.1.11', 'scipy==1.3.2', 'photutils==0.7.2'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',

From 5899a4424770a9c9ab4c64ab56edab722e7e6685 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Sun, 19 Jul 2020 19:58:03 -0700
Subject: [PATCH 211/303] sped up RV test by reducing the number of orders to
 correlate and clarified some things in the integration test.

---
 banzai_nres/rv.py            |  6 ++++--
 banzai_nres/tests/test_rv.py | 15 ++++++++++-----
 2 files changed, 14 insertions(+), 7 deletions(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 586cf192..b2d52426 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -84,14 +84,16 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
 
 class RVCalculator(Stage):
     TEMPLATE_FILENAME = pkg_resources.resource_filename('banzai_nres', 'data/g2v_template.fits')
+    MIN_ORDER_TO_CORRELATE = 75
+    MAX_ORDER_TO_CORRELATE = 101
 
     def do_stage(self, image) -> ObservationFrame:
         # Load in the template
         template_hdu = fits.open(self.TEMPLATE_FILENAME)
 
         template = {'wavelength': template_hdu[1].data['wavelength'], 'flux': template_hdu[1].data['flux']}
-        # This is mostly arbitrary. Just pick orders near the center of the detector
-        orders_to_use = np.arange(75, 101, 1)
+        # Pick orders near the center of the detector that have a high Signal to noise and are free of tellurics.
+        orders_to_use = np.arange(self.MIN_ORDER_TO_CORRELATE, self.MAX_ORDER_TO_CORRELATE, 1)
 
         # for steps in 1 km/s from -2000 to +2000 km/s
         velocities = np.arange(-2000, 2001, 1)
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 78b32341..189f3835 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -40,8 +40,11 @@ def test_cross_correlate():
 @mock.patch('banzai.dbs.get_site')
 @mock.patch('banzai_nres.rv.fits.open')
 def test_rv(mock_fits, mock_db):
-    # Make fake data from orders 74-101
-    test_wavelengths = np.arange(4500.0, 6500.0, 0.01)
+    num_orders = 5
+    lam_per_order = 70
+    res = 0.1
+    # Make fake data
+    test_wavelengths = np.arange(4500.0, 4500 + num_orders * lam_per_order, res)
     flux = np.ones(test_wavelengths.shape) * 1000
 
     read_noise = 10.0
@@ -69,10 +72,11 @@ def test_rv(mock_fits, mock_db):
 
     # Each NRES order is ~70 Angstroms wide
     spectrum = []
-    for i in range(26):
-        order = slice(i * 7000, (i + 1) * 7000, 1)
+    dx = int(lam_per_order/res)
+    for i in range(5):
+        order = slice(i * dx, (i + 1) * dx, 1)
         row = {'wavelength': test_wavelengths[order] * (1.0 + true_v / c),
-               'flux': noisy_flux[order], 'uncertainty': uncertainty[order], 'fiber': 0, 'order': i + 75}
+               'flux': noisy_flux[order], 'uncertainty': uncertainty[order], 'fiber': 0, 'order': i}
         spectrum.append(row)
 
     image = NRESObservationFrame([EchelleSpectralCCDData(np.zeros((1, 1)), meta=header, spectrum=Table(spectrum))],
@@ -83,6 +87,7 @@ def test_rv(mock_fits, mock_db):
 
     # Run the RV code
     stage = RVCalculator(SimpleNamespace(db_address='foo'))
+    stage.MIN_ORDER_TO_CORRELATE, stage.MAX_ORDER_TO_CORRELATE = 0, num_orders - 1
     image = stage.do_stage(image)
 
     # Assert that the true_v + rv_correction is what is in the header within 5 m/s

From d10f62c94ac937554c8ad93e195eaedc07877b09 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Sun, 19 Jul 2020 19:59:55 -0700
Subject: [PATCH 212/303] more comments

---
 banzai_nres/tests/test_rv.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 189f3835..c5cbdf5b 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -40,11 +40,12 @@ def test_cross_correlate():
 @mock.patch('banzai.dbs.get_site')
 @mock.patch('banzai_nres.rv.fits.open')
 def test_rv(mock_fits, mock_db):
+    # parameters that define the test data
     num_orders = 5
     lam_per_order = 70
     res = 0.1
     # Make fake data
-    test_wavelengths = np.arange(4500.0, 4500 + num_orders * lam_per_order, res)
+    test_wavelengths = np.arange(4500.0, 4500 + num_orders * lam_per_order + 100, res)
     flux = np.ones(test_wavelengths.shape) * 1000
 
     read_noise = 10.0

From b1c3338f1acf79201c5f81b727523bb3a589673d Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Sun, 19 Jul 2020 20:50:28 -0700
Subject: [PATCH 213/303] realistic tests for fit_polynomial

---
 banzai_nres/tests/test_fitting.py | 33 +++++++++++++++++++++++++++++++
 1 file changed, 33 insertions(+)
 create mode 100644 banzai_nres/tests/test_fitting.py

diff --git a/banzai_nres/tests/test_fitting.py b/banzai_nres/tests/test_fitting.py
new file mode 100644
index 00000000..fa79d52d
--- /dev/null
+++ b/banzai_nres/tests/test_fitting.py
@@ -0,0 +1,33 @@
+import numpy as np
+
+from banzai_nres.fitting import fit_polynomial
+
+
+class TestFitPolynomial:
+    x = np.arange(100)
+    poly_coeffs = [2E-3, 2E-2, 2E-1, 2]
+    continuum = np.polyval(poly_coeffs, x)
+    sigma = np.median(continuum)/30
+    continuum_error = sigma * np.ones_like(continuum, dtype=float)
+    # set the seed for the noise generation
+    np.random.seed(18232201)
+    noise = np.random.normal(0, sigma, size=len(continuum))
+    outliers = np.zeros_like(continuum)
+    num_outliers = 5
+    outliers[np.random.randint(0, high=len(outliers), size=num_outliers)] = np.median(continuum)*100
+
+    def test_perfect(self):
+        best_fit = fit_polynomial(self.continuum, self.continuum_error, x=self.x)
+        assert np.allclose(best_fit(self.x), self.continuum)
+
+    def test_perfect_with_outliers(self):
+        best_fit = fit_polynomial(self.continuum + self.outliers, self.continuum_error, x=self.x)
+        assert np.allclose(best_fit(self.x), self.continuum, atol=0.05)
+
+    def test_with_noise(self):
+        best_fit = fit_polynomial(self.continuum + self.noise, self.continuum_error, x=self.x)
+        assert np.allclose(best_fit(self.x), self.continuum, atol=5)
+
+    def test_with_noise_and_outliers(self):
+        best_fit = fit_polynomial(self.continuum + self.noise + self.outliers, self.continuum_error, x=self.x)
+        assert np.allclose(best_fit(self.x), self.continuum, atol=5)

From 69b1a6b331c784c8da2c5868bd34e59295e54a13 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Sun, 19 Jul 2020 21:51:43 -0700
Subject: [PATCH 214/303] values werent assigned in Spectrum1d upon setitem
 call. Fixed. Added tests for ContinuumNormalizer.

---
 banzai_nres/continuum.py            |  2 +-
 banzai_nres/frames.py               | 10 ++++++----
 banzai_nres/rv.py                   |  6 +++---
 banzai_nres/tests/test_continuum.py | 29 +++++++++++++++++++++++++++++
 banzai_nres/tests/test_fitting.py   |  4 ++--
 5 files changed, 41 insertions(+), 10 deletions(-)
 create mode 100644 banzai_nres/tests/test_continuum.py

diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index 5ebfc3a4..a86b3484 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -5,7 +5,7 @@
 
 class ContinuumNormalizer(Stage):
     def do_stage(self, image) -> NRESObservationFrame:
-        for fiber, order in zip(image.spectrum.orders):
+        for fiber, order in zip(*image.spectrum.fibers_and_orders):
             spectrum = image.spectrum[fiber, order]
             normalized_flux = spectrum['flux'] / spectrum['blaze']
             normalized_error = spectrum['uncertainty'] / spectrum['blaze']
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 3ec63ea0..51e8d36a 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -35,12 +35,14 @@ def __setitem__(self, key, value):
         fiber, order, column_name = key
         if column_name not in self._table.colnames:
             self._table.add_column([np.zeros_like(row['flux']) for row in self._table], name=column_name)
-        row = self._table[np.logical_and(self._table['fiber'] == fiber, self._table['order'] == order)][0]
-        good_pixels = row['mask'] == 0
-        row[column_name][good_pixels] = value
+        correct_row = np.where(np.logical_and(self._table['fiber'] == fiber, self._table['order'] == order))[0][0]
+        good_pixels = self._table[correct_row]['mask'] == 0
+        # call column name first then the logical bool array for the astropy table to actually set the values
+        self._table[column_name][correct_row, good_pixels] = value
+
 
     @property
-    def orders(self):
+    def fibers_and_orders(self):
         return self._table['fiber'], self._table['order']
 
     def to_fits(self, extname):
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index db17d5df..166e6188 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -74,9 +74,9 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
         order = image.spectrum[image.science_fiber, i]
 
         # Only pass in the given wavelength range +- 1 Angstrom to boost performance
-        order_indices = np.logical_and(template['wavelength'] >= np.min(order['wavelength']) - 1.0,
-                                       template['wavelength'] <= np.max(order['wavelength']) + 1.0)
-        template_to_fit = {'wavelength': template['wavelength'][order_indices], 'flux': template['flux'][order_indices]}
+        relevant_region = np.logical_and(template['wavelength'] >= np.min(order['wavelength']) - 1.0,
+                                         template['wavelength'] <= np.max(order['wavelength']) + 1.0)
+        template_to_fit = {'wavelength': template['wavelength'][relevant_region], 'flux': template['flux'][relevant_region]}
         # Assume that the models are about S/N = 1000
         template_error = 1e-3 * template_to_fit['flux']
         continuum_model = fit_polynomial(template_to_fit['flux'], template_error, x=template_to_fit['wavelength'])
diff --git a/banzai_nres/tests/test_continuum.py b/banzai_nres/tests/test_continuum.py
new file mode 100644
index 00000000..58d462a9
--- /dev/null
+++ b/banzai_nres/tests/test_continuum.py
@@ -0,0 +1,29 @@
+from banzai_nres.continuum import ContinuumNormalizer
+import mock
+import numpy as np
+from banzai_nres.frames import NRESObservationFrame, EchelleSpectralCCDData, Spectrum1D
+from types import SimpleNamespace
+from scipy.interpolate import UnivariateSpline
+from astropy.table import Table
+
+
+@mock.patch('banzai_nres.continuum.fit_polynomial')
+def test_do_stage(mock_fit_polynomial):
+    expected = 2
+    # make a single order spectrum
+    flux = np.arange(1, 101)*2
+    x = np.arange(1, 101)
+    spectrum = Table({'wavelength': [x, 2*x], 'flux': [flux, 2*flux], 'blaze': [flux, 2*flux],
+                      'uncertainty': [flux, 2*flux], 'fiber': [0, 0], 'order': [1, 2]})
+    image = NRESObservationFrame([EchelleSpectralCCDData(np.zeros((1, 1)), meta={'OBJECTS': 'tung&tung&none'},
+                                                         spectrum=Spectrum1D(spectrum))],
+                                 'test.fits')
+    # make it so that the continuum fitter just returns 0.5, so that the divided spectrum will have value 2 everywhere.
+    mock_fit_polynomial.return_value = UnivariateSpline(x=[0, 1], y=[1/expected, 1/expected], ext=3, k=1)
+
+    # Run the normalizer code
+    stage = ContinuumNormalizer(SimpleNamespace(db_address='foo'))
+    image = stage.do_stage(image)
+    for order in [1, 2]:
+        assert np.allclose(image.spectrum[0, order]['normflux'], expected)
+        assert np.allclose(image.spectrum[0, order]['normuncertainty'], expected)
diff --git a/banzai_nres/tests/test_fitting.py b/banzai_nres/tests/test_fitting.py
index fa79d52d..e55692ae 100644
--- a/banzai_nres/tests/test_fitting.py
+++ b/banzai_nres/tests/test_fitting.py
@@ -26,8 +26,8 @@ def test_perfect_with_outliers(self):
 
     def test_with_noise(self):
         best_fit = fit_polynomial(self.continuum + self.noise, self.continuum_error, x=self.x)
-        assert np.allclose(best_fit(self.x), self.continuum, atol=5)
+        assert np.allclose(best_fit(self.x), self.continuum, atol=self.sigma/2)
 
     def test_with_noise_and_outliers(self):
         best_fit = fit_polynomial(self.continuum + self.noise + self.outliers, self.continuum_error, x=self.x)
-        assert np.allclose(best_fit(self.x), self.continuum, atol=5)
+        assert np.allclose(best_fit(self.x), self.continuum, atol=self.sigma/2)

From 9227a495184cf13e0a2327cbbd10568df30de391 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 20 Jul 2020 14:54:45 -0400
Subject: [PATCH 215/303] Corrected some uncertainty propagation.

---
 banzai_nres/continuum.py |  5 ++++-
 banzai_nres/profile.py   | 13 ++++++++++---
 2 files changed, 14 insertions(+), 4 deletions(-)

diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index a86b3484..c89aa650 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -1,6 +1,7 @@
 from banzai_nres.frames import NRESObservationFrame
 from banzai.stages import Stage
 from banzai_nres.fitting import fit_polynomial
+import numpy as np
 
 
 class ContinuumNormalizer(Stage):
@@ -8,8 +9,10 @@ def do_stage(self, image) -> NRESObservationFrame:
         for fiber, order in zip(*image.spectrum.fibers_and_orders):
             spectrum = image.spectrum[fiber, order]
             normalized_flux = spectrum['flux'] / spectrum['blaze']
-            normalized_error = spectrum['uncertainty'] / spectrum['blaze']
+            normalized_error = normalized_flux * np.sqrt((spectrum['uncertainty'] / spectrum['flux']) ** 2.0 + (spectrum['blaze'] / spectrum['blaze_error']) ** 2.0)
             best_fit = fit_polynomial(normalized_flux, normalized_error, x=spectrum['wavelength'])
             image.spectrum[fiber, order, 'normflux'] = normalized_flux / best_fit(spectrum['wavelength'])
+            # Technically, this should take into account the fit uncertainty using e.g. MCMC but the covariance it
+            # adds is complicated enough to track that we do not attempt that here.
             image.spectrum[fiber, order, 'normuncertainty'] = normalized_error / best_fit(spectrum['wavelength'])
         return image
diff --git a/banzai_nres/profile.py b/banzai_nres/profile.py
index 2c14e086..c9407adb 100644
--- a/banzai_nres/profile.py
+++ b/banzai_nres/profile.py
@@ -16,10 +16,17 @@ def do_stage(self, image):
             # Evaluate the best fit spline along the center of the trace, normalize, save as BLAZE
             # do a flux weighted mean in the y direction
             fluxes = image.data[this_trace]
+            flux_errors = image.uncertainty[this_trace]
             blaze = (fluxes * fluxes).sum(axis=0) / fluxes.sum(axis=0)
+            # Uncertainty propagation is a bear
+            blaze_errors = np.sqrt(np.sum((np.sqrt(2.0) * fluxes * flux_errors) ** 2.0, axis=0))
+            flux_sum_error = np.sqrt((flux_errors * flux_errors).sum(axis=0))
+            blaze_errors = blaze * np.sqrt((blaze_errors / (fluxes * fluxes).sum(axis=0)) ** 2.0 + (flux_sum_error / fluxes.sum(axis=0)) ** 2.0)
             # Normalize so the sum of the blaze is 1
-            blaze /= blaze.sum()
-
+            blaze_sum = blaze.sum()
+            blaze_sum_error = np.sqrt((blaze * blaze).sum())
+            blaze /= blaze_sum
+            blaze_errors = blaze * np.sqrt((blaze_errors / (blaze * blaze_sum)) ** 2 + (blaze_sum_error / blaze_sum) ** 2.0)
             # Evaluate the best fit spline/BLAZE save in an empty array, normalize (PROFILE extension)
             image.profile[this_trace] = fluxes / blaze
             image.profile[this_trace] /= image.profile[this_trace].sum(axis=0)
@@ -32,6 +39,6 @@ def do_stage(self, image):
             image.data[this_trace] /= np.median(this_trace)
             x_extent = slice(np.min(this_trace[1]), np.max(this_trace[1]) + 1)  # get the horizontal (x) extent of the trace.
             blazes[i, x_extent] = blaze
-        image.blaze = Table({'id': trace_ids, 'blaze': blazes})
+        image.blaze = Table({'id': trace_ids, 'blaze': blazes, 'blaze_error': blaze_errors})
 
         return image

From 927bd252550bde9ee21ce789a6815be0fa190218 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 20 Jul 2020 15:14:05 -0400
Subject: [PATCH 216/303] Fixes to unit tests.

---
 banzai_nres/profile.py              | 4 +++-
 banzai_nres/tests/test_continuum.py | 4 ++--
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/profile.py b/banzai_nres/profile.py
index c9407adb..bbe53354 100644
--- a/banzai_nres/profile.py
+++ b/banzai_nres/profile.py
@@ -8,6 +8,7 @@ class ProfileFitter(Stage):
     def do_stage(self, image):
         image.profile = np.zeros_like(image.data)
         blazes = np.zeros((image.num_traces, image.data.shape[1]), dtype=float)
+        blazes_errors = np.zeros((image.num_traces, image.data.shape[1]), dtype=float)
         trace_ids = range(1, image.num_traces + 1)
         for i, trace_id in enumerate(trace_ids):
             # Extract the pixels from the spectrum extension in that order
@@ -39,6 +40,7 @@ def do_stage(self, image):
             image.data[this_trace] /= np.median(this_trace)
             x_extent = slice(np.min(this_trace[1]), np.max(this_trace[1]) + 1)  # get the horizontal (x) extent of the trace.
             blazes[i, x_extent] = blaze
-        image.blaze = Table({'id': trace_ids, 'blaze': blazes, 'blaze_error': blaze_errors})
+            blazes_errors[i, x_extent] = blaze_errors
+        image.blaze = Table({'id': trace_ids, 'blaze': blazes, 'blaze_error': blazes_errors})
 
         return image
diff --git a/banzai_nres/tests/test_continuum.py b/banzai_nres/tests/test_continuum.py
index 58d462a9..5402e903 100644
--- a/banzai_nres/tests/test_continuum.py
+++ b/banzai_nres/tests/test_continuum.py
@@ -13,8 +13,8 @@ def test_do_stage(mock_fit_polynomial):
     # make a single order spectrum
     flux = np.arange(1, 101)*2
     x = np.arange(1, 101)
-    spectrum = Table({'wavelength': [x, 2*x], 'flux': [flux, 2*flux], 'blaze': [flux, 2*flux],
-                      'uncertainty': [flux, 2*flux], 'fiber': [0, 0], 'order': [1, 2]})
+    spectrum = Table({'wavelength': [x, 2*x], 'flux': [flux, 2 * flux], 'blaze': [flux, 2 * flux],
+                      'blaze_error': [flux, 2 * flux], 'uncertainty': [flux, 2*flux], 'fiber': [0, 0], 'order': [1, 2]})
     image = NRESObservationFrame([EchelleSpectralCCDData(np.zeros((1, 1)), meta={'OBJECTS': 'tung&tung&none'},
                                                          spectrum=Spectrum1D(spectrum))],
                                  'test.fits')

From 5ecdfbe7c2f29419fde4a2b7a2fac1e21e1af7fd Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 20 Jul 2020 15:25:47 -0400
Subject: [PATCH 217/303] Fixes for upstream changes in banzai.

---
 banzai_nres/tests/test_e2e.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 569feb94..d5f00325 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -196,8 +196,8 @@ def init(configdb):
     dbs.populate_instrument_tables(db_address=os.environ["DB_ADDRESS"], configdb_address='http://fakeconfigdb')
     os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --elevation 2027 --timezone -6 --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --elevation 2198 --timezone -4 --db-address={os.environ["DB_ADDRESS"]}')
-    os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
-    os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
+    os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --instrument-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
+    os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --instrument-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
     for instrument in INSTRUMENTS:
         for bpm_filename in glob(os.path.join(DATA_ROOT, instrument, 'bpm/*bpm*')):
             logger.info(f'adding bpm {bpm_filename} to the database')

From 3e5c0937d49144dfc82fc1b413e38b984dfaf40c Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 20 Jul 2020 16:06:14 -0400
Subject: [PATCH 218/303] Fixed plumbing issue with blaze_error

---
 banzai_nres/extract.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/extract.py b/banzai_nres/extract.py
index 6526e58a..db08cbb4 100644
--- a/banzai_nres/extract.py
+++ b/banzai_nres/extract.py
@@ -33,7 +33,8 @@ def do_stage(self, image: EchelleSpectralCCDData):
 
         image.spectrum = Spectrum1D({'id': trace_ids, 'order': image.fibers['order'],
                                      'fiber': image.fibers['fiber'], 'wavelength': wavelength,
-                                     'flux': flux, 'uncertainty': np.sqrt(variance), 'blaze': image.blaze['blaze']})
+                                     'flux': flux, 'uncertainty': np.sqrt(variance), 'blaze': image.blaze['blaze'],
+                                     'blaze_error': image.blaze['blaze_error']})
         # Remove the fibers and the blaze extensions now that the info is stored in the extracted spectrum
         image.fibers = None
         image.blaze = None

From 8fc16b374ad24cfb5dec08cd48ae37c85ac58c8a Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 20 Jul 2020 16:35:58 -0400
Subject: [PATCH 219/303] Unit test fixes.

---
 banzai_nres/tests/test_extract.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/tests/test_extract.py b/banzai_nres/tests/test_extract.py
index a5e18e8b..038cf4d7 100644
--- a/banzai_nres/tests/test_extract.py
+++ b/banzai_nres/tests/test_extract.py
@@ -144,7 +144,8 @@ def two_order_image():
     image = NRESObservationFrame([EchelleSpectralCCDData(data=data, uncertainty=uncertainty,
                                                          wavelengths=wavelengths, traces=traces,
                                                          fibers={'fiber': np.arange(2), 'order': np.arange(2)},
-                                                         blaze={'id': np.arange(2), 'blaze': [np.arange(20), np.arange(20)]},
+                                                         blaze={'id': np.arange(2), 'blaze': [np.arange(20), np.arange(20)],
+                                                                'blaze_error': [np.arange(20), np.arange(20)]},
                                                          meta={'OBJECTS': 'tung&tung&none'})], 'foo.fits')
     return image
 
@@ -169,7 +170,8 @@ def five_hundred_square_image(maxflux, number_traces, trace_width, read_noise=10
                                                          profile=profile, wavelengths=wavelengths,
                                                          meta={'OBJECTS': 'tung&tung&none'},
                                                          blaze={'id': np.arange(number_traces) + 1,
-                                                                'blaze': [np.ones(traces.shape[1]) for i in range(number_traces)]},
+                                                                'blaze': [np.ones(traces.shape[1]) for i in range(number_traces)],
+                                                                'blaze_error': [np.ones(traces.shape[1]) for i in range(number_traces)]},
                                                          fibers={'fiber': np.arange(number_traces) + 1,
                                                                  'order': np.arange(number_traces) + 1})], 'foo.fits')
     return image

From 6dea0b6bfe2b08694671c8e2fcb6b542384ad9b5 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 22 Jul 2020 09:19:39 -0700
Subject: [PATCH 220/303] replaced fit_smooth_spline in trace refine with
 fit_polynomial.

---
 ExampleReduction.ipynb            |  7 ++++--
 banzai_nres/fitting.py            | 39 -------------------------------
 banzai_nres/tests/test_fitting.py |  1 -
 banzai_nres/traces.py             |  6 ++---
 setup.py                          |  2 +-
 5 files changed, 9 insertions(+), 46 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 32e86b7a..5332539f 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -49,7 +49,9 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "scrolled": false
+   },
    "outputs": [],
    "source": [
     "from banzai import main"
@@ -225,6 +227,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "# RUN ME\n",
     "instrument = dbs.get_instruments_at_site('lsc', settings.db_address)[0]"
    ]
   },
@@ -373,7 +376,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.3"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/banzai_nres/fitting.py b/banzai_nres/fitting.py
index 45e21729..095441ca 100644
--- a/banzai_nres/fitting.py
+++ b/banzai_nres/fitting.py
@@ -1,47 +1,8 @@
 import numpy as np
-from scipy.interpolate import SmoothBivariateSpline, UnivariateSpline
 from statsmodels.robust.norms import HuberT
 from astropy.modeling import fitting, polynomial
 
 
-def fit_smooth_spline(y, error, mask=None, n_iter=1, x=None, sigma=5):
-    if mask is None:
-        mask = np.zeros(y.shape, dtype=bool)
-    y_to_fit = y[np.logical_not(mask)]
-    error_to_fit = error[np.logical_not(mask)]
-    # Note that from the docs, the weights should be about 1 over the standard deviation for the smoothing to
-    # work well
-    weights = 1.0 / error_to_fit
-    huber_t = HuberT(t=sigma)
-    if len(y.shape) == 2 and x is None:
-        spline = SmoothBivariateSpline
-        x1d, y1d = np.arange(y.shape[0], dtype=np.float), np.arange(y.shape[1], dtype=np.float)
-        x2d, y2d = np.meshgrid(x1d, y1d)
-        x_to_fit = x2d.T[np.logical_not(mask)], y2d.T[np.logical_not(mask)]
-        kwargs = {'grid': False}
-
-    elif len(y.shape) == 2 or len(x) == 2:
-        spline = SmoothBivariateSpline
-        x_to_fit = (x[0][np.logical_not(mask)], x[1][np.logical_not(mask)])
-        kwargs = {'grid': False}
-
-    elif x is not None:
-        spline = UnivariateSpline
-        x_to_fit = (x[np.logical_not(mask)], )
-        kwargs = {}
-    else:
-        x_to_fit = (x[0][np.logical_not(mask)],)
-        spline = UnivariateSpline
-        kwargs = {}
-
-    for i in range(n_iter):
-        best_fit = spline(*x_to_fit, y_to_fit, w=weights)
-
-        # Iteratively reweight to reject outliers
-        weights = huber_t.weights(np.abs(y_to_fit - best_fit(*x_to_fit, **kwargs)) / error_to_fit) / error_to_fit
-    return best_fit
-
-
 def fit_polynomial(y, error, mask=None, n_iter=5, x=None, sigma=5, order=3, domain=None):
     if mask is None:
         mask = np.zeros(y.shape, dtype=bool)
diff --git a/banzai_nres/tests/test_fitting.py b/banzai_nres/tests/test_fitting.py
index e55692ae..d7d0f60d 100644
--- a/banzai_nres/tests/test_fitting.py
+++ b/banzai_nres/tests/test_fitting.py
@@ -1,5 +1,4 @@
 import numpy as np
-
 from banzai_nres.fitting import fit_polynomial
 
 
diff --git a/banzai_nres/traces.py b/banzai_nres/traces.py
index df88a71e..879831b9 100644
--- a/banzai_nres/traces.py
+++ b/banzai_nres/traces.py
@@ -9,7 +9,7 @@
 import logging
 from scipy import ndimage
 import numpy as np
-from banzai_nres.fitting import fit_smooth_spline
+from banzai_nres.fitting import fit_polynomial
 
 logger = logging.getLogger('banzai')
 
@@ -43,8 +43,8 @@ def refine_traces(traces, image, weights=None):
         y_center, y_center_errors = find_y_center(y2d, traces == i, weights=weights)
         # Refit the centroids to reject cosmic rays etc, but only evaluate where the S/N is good
         x_center = np.arange(min(x2d[traces == i]), max(x2d[traces == i]) + 1, dtype=np.float)
-        logger.info(f'Fitting smooth spline to order {i}', image=image)
-        best_fit = fit_smooth_spline(y_center[x_center.astype(int)], y_center_errors[x_center.astype(int)], x=x_center)
+        logger.info(f'Fitting a polynomial to order {i}', image=image)
+        best_fit = fit_polynomial(y_center[x_center.astype(int)], y_center_errors[x_center.astype(int)], x=x_center, order=5)
         # TODO: extrapolate fit and go out to pixels that have a cumulative S/N = 10
         y_center = best_fit(x_center)
 
diff --git a/setup.py b/setup.py
index 8523404a..02f33093 100644
--- a/setup.py
+++ b/setup.py
@@ -22,7 +22,7 @@
       package_dir={'banzai_nres': 'banzai_nres'},
       package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt', 'data/g2v_template.fits']},
       setup_requires=['pytest-runner', 'setuptools_scm'],
-      install_requires=['banzai>=1.0.5', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
+      install_requires=['banzai', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
                         'statsmodels', 'astropy==4.0', 'xwavecal==0.1.11', 'scipy==1.3.2', 'photutils==0.7.2'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',

From 219c593206548f1b3a117595f2eda56acbbc0833 Mon Sep 17 00:00:00 2001
From: Marshall Johnson <mjohnson@lco.global>
Date: Wed, 22 Jul 2020 12:19:44 -0700
Subject: [PATCH 221/303] Bugfix to math mistake when computing uncertainty of
 normalized spectra

---
 banzai_nres/continuum.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index c89aa650..83763aca 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -9,7 +9,7 @@ def do_stage(self, image) -> NRESObservationFrame:
         for fiber, order in zip(*image.spectrum.fibers_and_orders):
             spectrum = image.spectrum[fiber, order]
             normalized_flux = spectrum['flux'] / spectrum['blaze']
-            normalized_error = normalized_flux * np.sqrt((spectrum['uncertainty'] / spectrum['flux']) ** 2.0 + (spectrum['blaze'] / spectrum['blaze_error']) ** 2.0)
+            normalized_error = normalized_flux * np.sqrt((spectrum['uncertainty'] / spectrum['flux']) ** 2.0 + (spectrum['blaze_error'] / spectrum['blaze']) ** 2.0)
             best_fit = fit_polynomial(normalized_flux, normalized_error, x=spectrum['wavelength'])
             image.spectrum[fiber, order, 'normflux'] = normalized_flux / best_fit(spectrum['wavelength'])
             # Technically, this should take into account the fit uncertainty using e.g. MCMC but the covariance it

From 3d6d8667ff33145740787009823d189a539ddc80 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 23 Jul 2020 11:35:53 -0400
Subject: [PATCH 222/303] Fixed plumbing ccf into final data products.

---
 ExampleReduction.ipynb | 22 +++-------------------
 banzai_nres/frames.py  |  8 ++++++++
 2 files changed, 11 insertions(+), 19 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 32e86b7a..a651ef10 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -46,15 +46,6 @@
     "logger = logging.getLogger('banzai')"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from banzai import main"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -75,7 +66,7 @@
    "outputs": [],
    "source": [
     "# set up the context object.\n",
-    "import banzai\n",
+    "import banzai.main\n",
     "context = banzai.main.parse_args(settings, parse_system_args=False)"
    ]
   },
@@ -173,8 +164,8 @@
     "os.system(f'banzai_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --elevation 2027 --timezone -6 --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --elevation 2198 --timezone -4 --db-address={os.environ[\"DB_ADDRESS\"]}')   \n",
-    "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
-    "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --camera-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --instrument-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --instrument-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "for bpm_filename in glob('test_data/*/nres??/bpm/*bpm*'):\n",
     "    logger.info(f'adding bpm {bpm_filename} to the database')\n",
     "    os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ[\"DB_ADDRESS\"]}')"
@@ -348,13 +339,6 @@
     "for science_file in science_files: \n",
     "    run_pipeline_stages([{'path': science_file}], context)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 621d89b8..6fe4d265 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -153,6 +153,14 @@ def fibers(self):
     def fibers(self, value):
         self.primary_hdu.fibers = value
 
+    @property
+    def ccf(self):
+        return self.primary_hdu.ccf
+
+    @ccf.setter
+    def ccf(self, value):
+        self.primary_hdu.ccf = value
+
 
 class NRESCalibrationFrame(LCOCalibrationFrame, NRESObservationFrame):
     def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, grouping_criteria: list = None,

From 331f8d9b911c80310df848773ed6548a6d7c4f76 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 23 Jul 2020 11:21:47 -0700
Subject: [PATCH 223/303] cleaned up example reduction and repinned banzai
 veersion.

---
 ExampleReduction.ipynb | 7 ++-----
 setup.py               | 2 +-
 2 files changed, 3 insertions(+), 6 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 5332539f..32e86b7a 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -49,9 +49,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "scrolled": false
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "from banzai import main"
@@ -227,7 +225,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# RUN ME\n",
     "instrument = dbs.get_instruments_at_site('lsc', settings.db_address)[0]"
    ]
   },
@@ -376,7 +373,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.8.3"
   }
  },
  "nbformat": 4,
diff --git a/setup.py b/setup.py
index 02f33093..8523404a 100644
--- a/setup.py
+++ b/setup.py
@@ -22,7 +22,7 @@
       package_dir={'banzai_nres': 'banzai_nres'},
       package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt', 'data/g2v_template.fits']},
       setup_requires=['pytest-runner', 'setuptools_scm'],
-      install_requires=['banzai', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
+      install_requires=['banzai>=1.0.5', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
                         'statsmodels', 'astropy==4.0', 'xwavecal==0.1.11', 'scipy==1.3.2', 'photutils==0.7.2'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',

From c73eed5a072b93ca235643d3af3d1b61f2d9c76b Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 23 Jul 2020 12:21:22 -0700
Subject: [PATCH 224/303] added todo note about trace fitting.

---
 banzai_nres/traces.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/banzai_nres/traces.py b/banzai_nres/traces.py
index 879831b9..81ff8f1a 100644
--- a/banzai_nres/traces.py
+++ b/banzai_nres/traces.py
@@ -44,6 +44,8 @@ def refine_traces(traces, image, weights=None):
         # Refit the centroids to reject cosmic rays etc, but only evaluate where the S/N is good
         x_center = np.arange(min(x2d[traces == i]), max(x2d[traces == i]) + 1, dtype=np.float)
         logger.info(f'Fitting a polynomial to order {i}', image=image)
+        # we chose order 5 based on visually inspecting the residuals between the trace centers and the model fit centers
+        # TODO we need to verify that an order 5 polynomial fit is the best thing to do.
         best_fit = fit_polynomial(y_center[x_center.astype(int)], y_center_errors[x_center.astype(int)], x=x_center, order=5)
         # TODO: extrapolate fit and go out to pixels that have a cumulative S/N = 10
         y_center = best_fit(x_center)
@@ -94,6 +96,10 @@ def blind_solve(self, image):
         return refine_traces(labeled_image, image, weights=labeled_image > 0)
 
 
+# TODO do flux weighted mean residuals across 10, 11, 20,21 30,31,.. 40, ..., 130
+#  use get_trace_region to check the residuals and that order 5 is correct.
+
+
 class TraceRefiner(Stage):
     def do_stage(self, image):
         image.traces = refine_traces(image.traces, image, weights=image.data)

From bc3f95b9bf624ee08b55bcd418322b09147e76a4 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 27 Jul 2020 11:39:38 -0700
Subject: [PATCH 225/303] added initial_weights option

---
 ExampleReduction.ipynb   | 455 ++++++++++++++++++++++++++++++++++++++-
 banzai_nres/continuum.py |   6 +-
 banzai_nres/fitting.py   |  10 +-
 3 files changed, 456 insertions(+), 15 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index a651ef10..d32c4df0 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,7 +48,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -61,9 +61,418 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:26:35.382     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:35.607     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:35.645     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:35.686     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:35.687     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:35.729     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:35.730     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:36.030     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:36.810     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:37.079     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:37.231     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:37.989     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:38.200     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:39.677     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:39.815     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:40.802     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:40.810    ERROR:    calibrations: Master DOUBLE does not exist | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:40.878    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0030-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:41.465     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:41.686     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:41.724     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:41.755     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:41.757     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:41.799     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:41.800     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:42.091     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:42.852     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:26:43.097     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:43.246     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:43.997     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:44.198     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:45.665     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:45.796     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:46.248     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:46.258    ERROR:    calibrations: Master DOUBLE does not exist | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:46.327    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0031-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:46.908     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:47.136     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:47.174     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:47.204     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:47.204     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:47.240     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:47.241     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:47.538     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:48.281     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:48.516     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:48.659     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:49.434     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:49.628     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:26:51.138     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:10.139     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:16.997     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:19.508     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:19.509     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:27:22.584     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:22.739     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:24.220     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:24.385     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:25.856     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:26.003     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:26.011     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:26.019     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:26.034     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:26.035     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:26.043     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:26.044     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:34.570     INFO:      wavelength: 9264 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:34.624     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:34.630     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:34.630     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:39.934     INFO:      wavelength: 5992 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:39.970     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:39.976     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:39.977     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:27:40.002     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:29:25.918     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:30:14.702     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:30:23.772     INFO:      wavelength: Principle order number is 52 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:30:33.154     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:30:33.171     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:32:06.849     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:33:15.631     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:33:24.767     INFO:      wavelength: Principle order number is 51 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:33:33.631     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:33:33.634     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:33:45.144     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:19.070     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:19.279     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:19.325     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:19.357     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:19.358     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:19.395     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:19.396     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:19.680     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:20.427     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:20.657     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:20.791     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:21.550     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:21.753     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:23.162     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:23.296     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:23.737     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:25.554     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:25.708     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:34:42.978     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:00.232     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:01.438     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:35:01.445     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:01.840     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:02.230     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:02.617     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:02.995     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:03.365     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:03.739     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:04.115     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:04.490     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:04.859     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:05.231     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:05.603     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:05.973     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:06.342     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:06.716     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:07.088     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:07.453     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:07.823     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:08.197     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:08.573     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:08.956     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:09.338     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:09.713     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:10.090     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:10.466     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:10.834     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:11.219     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:11.642     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:35:12.058     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:12.469     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:12.875     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:13.288     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:13.692     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:14.093     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:14.497     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:14.896     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:15.293     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:15.687     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:16.082     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:16.473     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:16.867     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:17.261     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:17.653     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:18.034     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:18.407     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:18.821     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:19.225     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:19.626     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:20.022     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:20.424     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:20.825     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:21.232     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:21.631    ERROR:          stages: ['Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', 'sqlite3.OperationalError: no such column: sites.latitude\\n', '\\nThe above exception was the direct cause of the following exception:\\n\\n', 'Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/stages.py\", line 47, in run\\n    processed_image = self.do_stage(image_set)\\n', '  File \"/home/gmbrandt/Documents/banzai-nres/banzai_nres/rv.py\", line 125, in do_stage\\n    dbs.get_site(image.instrument.site, self.runtime_context.db_address))\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/dbs.py\", line 316, in get_site\\n    site_list = db_session.query(Site).filter(Site.id == site_id).all()\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3233, in all\\n    return list(self)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3389, in __iter__\\n    return self._execute_and_instances(context)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3414, in _execute_and_instances\\n    result = conn.execute(querycontext.statement, self._params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 982, in execute\\n    return meth(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/sql/elements.py\", line 293, in _execute_on_connection\\n    return connection._execute_clauseelement(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1101, in _execute_clauseelement\\n    distilled_params,\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1250, in _execute_context\\n    e, statement, parameters, cursor, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1476, in _handle_dbapi_exception\\n    util.raise_from_cause(sqlalchemy_exception, exc_info)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 398, in raise_from_cause\\n    reraise(type(exception), exception, tb=exc_tb, cause=cause)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 152, in reraise\\n    raise value.with_traceback(tb)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', \"sqlalchemy.exc.OperationalError: (sqlite3.OperationalError) no such column: sites.latitude\\n[SQL: SELECT sites.id AS sites_id, sites.timezone AS sites_timezone, sites.latitude AS sites_latitude, sites.longitude AS sites_longitude, sites.elevation AS sites_elevation \\nFROM sites \\nWHERE sites.id = ?]\\n[parameters: ('lsc',)]\\n(Background on this error at: http://sqlalche.me/e/e3q8)\\n\"] | {\"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:35:21.633    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0030-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:22.268     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:22.462     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:22.497     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:22.527     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:22.528     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:22.563     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:22.565     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:22.825     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:23.537     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:23.745     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:23.868     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:24.583     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:24.764     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:26.147     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:26.270     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:26.665     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:28.394     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:28.550     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:35:45.405     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:02.339     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:03.543     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:03.549     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:03.943     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:04.330     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:04.719     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:05.108     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:36:05.505     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:05.893     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:06.282     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:06.687     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:07.093     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:07.466     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:07.844     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:08.228     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:08.594     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:08.956     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:09.314     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:09.678     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:10.038     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:10.396     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:10.770     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:11.174     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:11.565     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:11.959     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:12.341     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:12.724     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:13.112     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:13.487     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:13.890     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:14.295     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:14.713     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:15.115     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:15.531     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:15.937     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:36:16.357     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:16.743     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:17.136     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:17.533     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:17.944     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:18.349     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:18.751     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:19.170     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:19.580     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:19.996     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:20.375     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:20.757     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:21.162     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:21.586     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:21.983     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:22.388     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:22.785     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:23.195     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:23.584     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:23.987    ERROR:          stages: ['Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', 'sqlite3.OperationalError: no such column: sites.latitude\\n', '\\nThe above exception was the direct cause of the following exception:\\n\\n', 'Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/stages.py\", line 47, in run\\n    processed_image = self.do_stage(image_set)\\n', '  File \"/home/gmbrandt/Documents/banzai-nres/banzai_nres/rv.py\", line 125, in do_stage\\n    dbs.get_site(image.instrument.site, self.runtime_context.db_address))\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/dbs.py\", line 316, in get_site\\n    site_list = db_session.query(Site).filter(Site.id == site_id).all()\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3233, in all\\n    return list(self)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3389, in __iter__\\n    return self._execute_and_instances(context)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3414, in _execute_and_instances\\n    result = conn.execute(querycontext.statement, self._params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 982, in execute\\n    return meth(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/sql/elements.py\", line 293, in _execute_on_connection\\n    return connection._execute_clauseelement(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1101, in _execute_clauseelement\\n    distilled_params,\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1250, in _execute_context\\n    e, statement, parameters, cursor, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1476, in _handle_dbapi_exception\\n    util.raise_from_cause(sqlalchemy_exception, exc_info)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 398, in raise_from_cause\\n    reraise(type(exception), exception, tb=exc_tb, cause=cause)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 152, in reraise\\n    raise value.with_traceback(tb)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', \"sqlalchemy.exc.OperationalError: (sqlite3.OperationalError) no such column: sites.latitude\\n[SQL: SELECT sites.id AS sites_id, sites.timezone AS sites_timezone, sites.latitude AS sites_latitude, sites.longitude AS sites_longitude, sites.elevation AS sites_elevation \\nFROM sites \\nWHERE sites.id = ?]\\n[parameters: ('lsc',)]\\n(Background on this error at: http://sqlalche.me/e/e3q8)\\n\"] | {\"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:36:23.988    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0031-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:24.627     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:24.831     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:24.876     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:24.904     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:24.905     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:24.941     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:24.942     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:25.213     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:25.945     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:26.330     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:26.454     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:27.210     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:27.396     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:28.798     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:28.932     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:29.335     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:31.160     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:31.327     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:36:48.967     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:07.416     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:08.710     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:08.714     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:09.101     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:09.490     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:09.882     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:10.300     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:37:10.704     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:11.108     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:11.496     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:11.893     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:12.262     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:12.684     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:13.115     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:13.491     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:13.862     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:14.264     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:14.668     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:15.064     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:15.459     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:15.854     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:16.273     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:16.690     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:17.097     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:17.491     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:17.874     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:18.252     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:18.627     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:19.019     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:19.461     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:19.877     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:20.320     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:20.726     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:21.150     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:21.568     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:37:21.958     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:22.346     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:22.736     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:23.140     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:23.548     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:23.966     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:24.363     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:24.747     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:25.130     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:25.518     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:25.899     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:26.283     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:26.676     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:27.063     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:27.454     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:27.863     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:28.275     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:28.693     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:29.103     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:29.502    ERROR:          stages: ['Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', 'sqlite3.OperationalError: no such column: sites.latitude\\n', '\\nThe above exception was the direct cause of the following exception:\\n\\n', 'Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/stages.py\", line 47, in run\\n    processed_image = self.do_stage(image_set)\\n', '  File \"/home/gmbrandt/Documents/banzai-nres/banzai_nres/rv.py\", line 125, in do_stage\\n    dbs.get_site(image.instrument.site, self.runtime_context.db_address))\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/dbs.py\", line 316, in get_site\\n    site_list = db_session.query(Site).filter(Site.id == site_id).all()\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3233, in all\\n    return list(self)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3389, in __iter__\\n    return self._execute_and_instances(context)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3414, in _execute_and_instances\\n    result = conn.execute(querycontext.statement, self._params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 982, in execute\\n    return meth(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/sql/elements.py\", line 293, in _execute_on_connection\\n    return connection._execute_clauseelement(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1101, in _execute_clauseelement\\n    distilled_params,\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1250, in _execute_context\\n    e, statement, parameters, cursor, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1476, in _handle_dbapi_exception\\n    util.raise_from_cause(sqlalchemy_exception, exc_info)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 398, in raise_from_cause\\n    reraise(type(exception), exception, tb=exc_tb, cause=cause)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 152, in reraise\\n    raise value.with_traceback(tb)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', \"sqlalchemy.exc.OperationalError: (sqlite3.OperationalError) no such column: sites.latitude\\n[SQL: SELECT sites.id AS sites_id, sites.timezone AS sites_timezone, sites.latitude AS sites_latitude, sites.longitude AS sites_longitude, sites.elevation AS sites_elevation \\nFROM sites \\nWHERE sites.id = ?]\\n[parameters: ('lsc',)]\\n(Background on this error at: http://sqlalche.me/e/e3q8)\\n\"] | {\"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-07-27 11:37:29.504    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0029-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:30.131     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:30.328     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:30.363     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:30.392     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:30.393     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:30.429     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:30.431     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:30.760     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:31.514     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:31.787     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:31.936     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:32.662     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:32.840     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:34.486     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:34.607     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:35.027     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:36.905     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:37.053     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-27 11:37:53.909     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    }
+   ],
    "source": [
     "# set up the context object.\n",
     "import banzai.main\n",
@@ -212,7 +621,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -314,7 +723,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -331,14 +740,38 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "KeyboardInterrupt",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-9-1215307ab7fb>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mscience_files\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mglob\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'test_data/*/nres??/*/raw/*e00*'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mscience_file\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mscience_files\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m     \u001b[0mrun_pipeline_stages\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0;34m'path'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mscience_file\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m~/envs/nres/lib/python3.6/site-packages/banzai/utils/stage_utils.py\u001b[0m in \u001b[0;36mrun_pipeline_stages\u001b[0;34m(image_paths, runtime_context, calibration_maker)\u001b[0m\n\u001b[1;32m     56\u001b[0m         \u001b[0mstage_constructor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mimport_utils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimport_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstage_name\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     57\u001b[0m         \u001b[0mstage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstage_constructor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mruntime_context\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 58\u001b[0;31m         \u001b[0mimages\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimages\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     59\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     60\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mimages\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/envs/nres/lib/python3.6/site-packages/banzai/stages.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, images)\u001b[0m\n\u001b[1;32m     45\u001b[0m                     \u001b[0mimage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mimage_set\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     46\u001b[0m                 \u001b[0mlogger\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minfo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Running {0}'\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstage_name\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimage\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mimage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 47\u001b[0;31m                 \u001b[0mprocessed_image\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdo_stage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimage_set\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     48\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0mprocessed_image\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     49\u001b[0m                     \u001b[0mprocessed_images\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprocessed_image\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/Documents/banzai-nres/banzai_nres/extract.py\u001b[0m in \u001b[0;36mdo_stage\u001b[0;34m(self, image)\u001b[0m\n\u001b[1;32m     24\u001b[0m         \u001b[0mtrace_ids\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnum_traces\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     25\u001b[0m         \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrace_id\u001b[0m \u001b[0;32min\u001b[0m \u001b[0menumerate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrace_ids\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 26\u001b[0;31m             \u001b[0mthis_trace\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_trace_region\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misclose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtraces\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrace_id\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     27\u001b[0m             \u001b[0;31m# get the horizontal (x) extent of the trace. Consider making this a get_extent function.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     28\u001b[0m             \u001b[0mx_extent\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mslice\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mthis_trace\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mthis_trace\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/Documents/banzai-nres/banzai_nres/utils/trace_utils.py\u001b[0m in \u001b[0;36mget_trace_region\u001b[0;34m(trace_mask)\u001b[0m\n\u001b[1;32m     12\u001b[0m            \u001b[0mwritten\u001b[0m \u001b[0mout\u001b[0m \u001b[0mdirectly\u001b[0m \u001b[0mto\u001b[0m \u001b[0ma\u001b[0m \u001b[0mfits\u001b[0m \u001b[0mfile\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     13\u001b[0m     \"\"\"\n\u001b[0;32m---> 14\u001b[0;31m     \u001b[0mpixel_indices\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwhere\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrace_mask\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     15\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     16\u001b[0m     \u001b[0;31m# This ravels the data in the wrong direction, so we need to resort the indexes\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36mwhere\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
+      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
+     ]
+    }
+   ],
    "source": [
     "science_files = glob('test_data/*/nres??/*/raw/*e00*')\n",
     "for science_file in science_files: \n",
     "    run_pipeline_stages([{'path': science_file}], context)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -357,7 +790,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.3"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index 83763aca..e27f7e8f 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -10,7 +10,11 @@ def do_stage(self, image) -> NRESObservationFrame:
             spectrum = image.spectrum[fiber, order]
             normalized_flux = spectrum['flux'] / spectrum['blaze']
             normalized_error = normalized_flux * np.sqrt((spectrum['uncertainty'] / spectrum['flux']) ** 2.0 + (spectrum['blaze_error'] / spectrum['blaze']) ** 2.0)
-            best_fit = fit_polynomial(normalized_flux, normalized_error, x=spectrum['wavelength'])
+            # set the weights of
+            eighty_fifth_percentile = np.percentile(spectrum['flux'], 85)
+            cont_points = (spectrum['flux'] > eighty_fifth_percentile).astype(int)
+            initial_weights = (normalized_error ** -2.0) * cont_points
+            best_fit = fit_polynomial(normalized_flux, normalized_error, x=spectrum['wavelength'], initial_weights=initial_weights)
             image.spectrum[fiber, order, 'normflux'] = normalized_flux / best_fit(spectrum['wavelength'])
             # Technically, this should take into account the fit uncertainty using e.g. MCMC but the covariance it
             # adds is complicated enough to track that we do not attempt that here.
diff --git a/banzai_nres/fitting.py b/banzai_nres/fitting.py
index 095441ca..bd72f6ff 100644
--- a/banzai_nres/fitting.py
+++ b/banzai_nres/fitting.py
@@ -3,17 +3,21 @@
 from astropy.modeling import fitting, polynomial
 
 
-def fit_polynomial(y, error, mask=None, n_iter=5, x=None, sigma=5, order=3, domain=None):
+def fit_polynomial(y, error, mask=None, n_iter=5, x=None, sigma=5, order=3, domain=None, initial_weights=None):
     if mask is None:
         mask = np.zeros(y.shape, dtype=bool)
 
     if x is None:
         x = np.arange(len(y), dtype=float)
+
+    if initial_weights is None:
+        # Start with variance weighting if none supplied
+        initial_weights = error ** -2.0
     y_to_fit = y[np.logical_not(mask)]
     error_to_fit = error[np.logical_not(mask)]
     x_to_fit = x[np.logical_not(mask)]
-    # Start with variance weighting
-    weights = error_to_fit ** -2.0
+    weights = initial_weights[np.logical_not(mask)]
+    # instantiate fitter
     huber_t = HuberT(t=sigma)
 
     fitter = fitting.LinearLSQFitter()

From fb98292f9933fc76d944895b720072de1f2cf7ed Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 30 Jul 2020 11:34:03 -0700
Subject: [PATCH 226/303] first pass at absorption line identification

---
 ExampleReduction.ipynb   | 657 ++++++++++++++++++---------------------
 banzai_nres/continuum.py |  22 +-
 2 files changed, 312 insertions(+), 367 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index d32c4df0..731fa511 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -68,408 +68,358 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-07-27 11:26:35.382     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:35.607     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:35.645     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:35.686     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:35.687     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:35.729     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:35.730     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:36.030     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:36.810     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:37.079     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:37.231     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:37.989     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:38.200     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:39.677     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:39.815     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:40.802     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:40.810    ERROR:    calibrations: Master DOUBLE does not exist | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:40.878    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0030-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:41.465     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:41.686     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:41.724     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:41.755     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:41.757     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:41.799     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:41.800     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:42.091     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:42.852     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n"
+      "2020-07-28 13:08:43.857     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:44.057     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:44.092     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:44.123     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:44.124     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:44.159     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:44.160     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:44.416     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:45.125     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:45.323     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:45.444     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:46.189     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:46.367     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:47.739     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:47.856     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:48.570     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:50.241     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:08:50.394     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:06.394     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:22.445     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:23.764     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:23.769     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:24.141     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:24.514     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:24.886     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:25.267     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:25.635     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-07-27 11:26:43.097     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:43.246     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:43.997     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:44.198     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:45.665     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:45.796     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:46.248     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:46.258    ERROR:    calibrations: Master DOUBLE does not exist | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:46.327    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0031-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:46.908     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:47.136     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:47.174     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:47.204     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:47.204     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:47.240     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:47.241     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:47.538     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:48.281     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:48.516     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:48.659     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:49.434     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:49.628     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:26:51.138     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:10.139     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:16.997     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:19.508     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:19.509     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-07-28 13:09:26.002     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:26.368     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:26.731     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:27.095     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:27.459     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:27.823     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:28.180     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:28.543     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:28.902     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:29.260     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:29.616     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:29.967     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:30.314     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:30.679     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:31.045     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:31.409     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:31.768     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:32.123     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:32.476     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:32.839     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:33.190     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:33.576     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:33.962     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:34.344     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:34.729     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:35.127     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:35.531     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:35.914     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-07-27 11:27:22.584     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:22.739     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:24.220     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:24.385     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:25.856     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:26.003     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:26.011     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:26.019     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:26.034     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:26.035     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:26.043     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:26.044     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:34.570     INFO:      wavelength: 9264 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:34.624     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:34.630     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:34.630     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:39.934     INFO:      wavelength: 5992 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:39.970     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:39.976     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:39.977     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:27:40.002     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:29:25.918     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:30:14.702     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:30:23.772     INFO:      wavelength: Principle order number is 52 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:30:33.154     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:30:33.171     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-07-28 13:09:36.353     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:36.741     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:37.143     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:37.545     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:37.941     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:38.317     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:38.701     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:39.075     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:39.441     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:39.807     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:40.168     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:40.548     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:40.934     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:41.310     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:41.683     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:42.053     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:42.420     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:42.787     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:51.995     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:52.189     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:52.225     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:52.253     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:52.254     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:52.290     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:52.292     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:52.544     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:53.249     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:53.438     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-07-27 11:32:06.849     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:33:15.631     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:33:24.767     INFO:      wavelength: Principle order number is 51 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:33:33.631     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:33:33.634     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:33:45.144     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:19.070     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:19.279     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:19.325     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:19.357     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:19.358     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:19.395     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:19.396     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:19.680     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:20.427     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:20.657     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:20.791     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:21.550     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:21.753     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:23.162     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:23.296     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:23.737     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:25.554     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:25.708     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:34:42.978     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:00.232     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:01.438     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-07-28 13:09:53.548     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:54.252     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:54.413     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:55.810     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:55.927     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:56.315     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:58.012     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:09:58.141     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:14.571     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:30.938     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:32.032     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:32.037     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:32.412     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:32.781     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:33.149     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:33.520     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:33.890     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:34.274     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:34.641     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:35.020     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:35.384     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:35.748     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:36.117     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:36.508     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:36.887     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:37.257     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:37.623     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-07-27 11:35:01.445     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:01.840     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:02.230     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:02.617     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:02.995     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:03.365     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:03.739     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:04.115     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:04.490     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:04.859     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:05.231     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:05.603     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:05.973     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:06.342     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:06.716     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:07.088     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:07.453     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:07.823     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:08.197     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:08.573     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:08.956     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:09.338     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:09.713     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:10.090     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:10.466     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:10.834     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:11.219     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:11.642     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-07-28 13:10:37.995     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:38.358     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:38.720     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:39.085     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:39.456     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:39.840     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:40.210     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:40.573     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:40.928     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:41.282     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:41.637     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:42.038     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:42.442     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:42.830     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:43.220     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:43.600     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:43.979     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:44.360     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:44.745     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:45.118     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:45.498     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:45.880     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:46.259     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:46.630     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:47.011     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:47.387     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:47.758     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:48.124     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-07-27 11:35:12.058     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:12.469     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:12.875     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:13.288     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:13.692     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:14.093     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:14.497     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:14.896     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:15.293     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:15.687     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:16.082     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:16.473     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:16.867     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:17.261     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:17.653     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:18.034     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:18.407     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:18.821     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:19.225     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:19.626     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:20.022     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:20.424     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:20.825     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:21.232     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:21.631    ERROR:          stages: ['Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', 'sqlite3.OperationalError: no such column: sites.latitude\\n', '\\nThe above exception was the direct cause of the following exception:\\n\\n', 'Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/stages.py\", line 47, in run\\n    processed_image = self.do_stage(image_set)\\n', '  File \"/home/gmbrandt/Documents/banzai-nres/banzai_nres/rv.py\", line 125, in do_stage\\n    dbs.get_site(image.instrument.site, self.runtime_context.db_address))\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/dbs.py\", line 316, in get_site\\n    site_list = db_session.query(Site).filter(Site.id == site_id).all()\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3233, in all\\n    return list(self)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3389, in __iter__\\n    return self._execute_and_instances(context)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3414, in _execute_and_instances\\n    result = conn.execute(querycontext.statement, self._params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 982, in execute\\n    return meth(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/sql/elements.py\", line 293, in _execute_on_connection\\n    return connection._execute_clauseelement(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1101, in _execute_clauseelement\\n    distilled_params,\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1250, in _execute_context\\n    e, statement, parameters, cursor, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1476, in _handle_dbapi_exception\\n    util.raise_from_cause(sqlalchemy_exception, exc_info)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 398, in raise_from_cause\\n    reraise(type(exception), exception, tb=exc_tb, cause=cause)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 152, in reraise\\n    raise value.with_traceback(tb)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', \"sqlalchemy.exc.OperationalError: (sqlite3.OperationalError) no such column: sites.latitude\\n[SQL: SELECT sites.id AS sites_id, sites.timezone AS sites_timezone, sites.latitude AS sites_latitude, sites.longitude AS sites_longitude, sites.elevation AS sites_elevation \\nFROM sites \\nWHERE sites.id = ?]\\n[parameters: ('lsc',)]\\n(Background on this error at: http://sqlalche.me/e/e3q8)\\n\"] | {\"processName\": \"MainProcess\"}\n"
+      "2020-07-28 13:10:48.492     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:48.873     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:49.261     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:49.639     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:50.014     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:50.382     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:50.750     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:51.112     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:59.647     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:59.835     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:59.868     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:59.895     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:59.896     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:59.929     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:10:59.930     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:00.180     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:00.872     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:01.062     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:01.175     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:01.890     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:02.055     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:03.405     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:03.529     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:03.915     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:05.624     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:05.751     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:22.109     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-07-27 11:35:21.633    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0030-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:22.268     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:22.462     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:22.497     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:22.527     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:22.528     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:22.563     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:22.565     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:22.825     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:23.537     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:23.745     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:23.868     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:24.583     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:24.764     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:26.147     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:26.270     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:26.665     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:28.394     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:28.550     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:35:45.405     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:02.339     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:03.543     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:03.549     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:03.943     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:04.330     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:04.719     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:05.108     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-07-28 13:11:38.312     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:39.433     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:39.437     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:39.854     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:40.241     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:40.627     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:40.997     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:41.365     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:41.737     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:42.108     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:42.473     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:42.841     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:43.218     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:43.594     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:43.972     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:44.334     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:44.701     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:45.061     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:45.424     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:45.801     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:46.156     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:46.524     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:46.900     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:47.267     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:47.631     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:47.993     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:48.352     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:48.703     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-07-27 11:36:05.505     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:05.893     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:06.282     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:06.687     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:07.093     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:07.466     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:07.844     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:08.228     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:08.594     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:08.956     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:09.314     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:09.678     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:10.038     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:10.396     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:10.770     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:11.174     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:11.565     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:11.959     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:12.341     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:12.724     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:13.112     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:13.487     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:13.890     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:14.295     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:14.713     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:15.115     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:15.531     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:15.937     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-07-28 13:11:49.054     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:49.446     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:49.857     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:50.246     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:50.635     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:51.018     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:51.398     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:51.774     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:52.157     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:52.548     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:52.929     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:53.312     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:53.684     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:54.054     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:54.435     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:54.803     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:55.173     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:55.536     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:55.906     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:56.290     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:56.680     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:57.064     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:57.445     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:57.825     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:58.199     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:11:58.565     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:07.266     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:07.469     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-07-27 11:36:16.357     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:16.743     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:17.136     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:17.533     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:17.944     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:18.349     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:18.751     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:19.170     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:19.580     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:19.996     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:20.375     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:20.757     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:21.162     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:21.586     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:21.983     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:22.388     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:22.785     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:23.195     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:23.584     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:23.987    ERROR:          stages: ['Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', 'sqlite3.OperationalError: no such column: sites.latitude\\n', '\\nThe above exception was the direct cause of the following exception:\\n\\n', 'Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/stages.py\", line 47, in run\\n    processed_image = self.do_stage(image_set)\\n', '  File \"/home/gmbrandt/Documents/banzai-nres/banzai_nres/rv.py\", line 125, in do_stage\\n    dbs.get_site(image.instrument.site, self.runtime_context.db_address))\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/dbs.py\", line 316, in get_site\\n    site_list = db_session.query(Site).filter(Site.id == site_id).all()\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3233, in all\\n    return list(self)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3389, in __iter__\\n    return self._execute_and_instances(context)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3414, in _execute_and_instances\\n    result = conn.execute(querycontext.statement, self._params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 982, in execute\\n    return meth(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/sql/elements.py\", line 293, in _execute_on_connection\\n    return connection._execute_clauseelement(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1101, in _execute_clauseelement\\n    distilled_params,\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1250, in _execute_context\\n    e, statement, parameters, cursor, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1476, in _handle_dbapi_exception\\n    util.raise_from_cause(sqlalchemy_exception, exc_info)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 398, in raise_from_cause\\n    reraise(type(exception), exception, tb=exc_tb, cause=cause)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 152, in reraise\\n    raise value.with_traceback(tb)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', \"sqlalchemy.exc.OperationalError: (sqlite3.OperationalError) no such column: sites.latitude\\n[SQL: SELECT sites.id AS sites_id, sites.timezone AS sites_timezone, sites.latitude AS sites_latitude, sites.longitude AS sites_longitude, sites.elevation AS sites_elevation \\nFROM sites \\nWHERE sites.id = ?]\\n[parameters: ('lsc',)]\\n(Background on this error at: http://sqlalche.me/e/e3q8)\\n\"] | {\"processName\": \"MainProcess\"}\n"
+      "2020-07-28 13:12:07.503     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:07.530     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:07.531     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:07.565     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:07.566     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:07.817     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:08.516     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:08.705     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:08.813     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:09.517     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:09.683     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:11.050     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:11.168     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:11.571     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:13.258     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:13.381     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:29.644     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:45.910     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:47.005     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:47.009     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:47.390     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:47.768     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:48.134     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:48.502     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:48.868     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:49.232     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:49.617     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-07-27 11:36:23.988    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0031-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:24.627     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:24.831     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:24.876     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:24.904     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:24.905     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:24.941     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:24.942     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:25.213     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:25.945     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:26.330     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:26.454     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:27.210     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:27.396     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:28.798     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:28.932     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:29.335     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:31.160     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:31.327     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:36:48.967     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:07.416     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:08.710     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:08.714     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:09.101     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:09.490     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:09.882     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:10.300     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-07-28 13:12:49.985     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:50.361     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:50.737     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:51.111     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:51.482     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:51.842     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:52.208     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:52.579     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:52.942     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:53.306     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:53.681     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:54.054     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:54.431     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:54.800     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:55.166     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:55.531     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:55.889     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:56.246     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:56.612     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:57.014     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:57.441     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:57.825     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:58.211     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:58.595     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:58.988     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:59.386     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:12:59.767     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:00.152     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-07-27 11:37:10.704     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:11.108     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:11.496     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:11.893     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:12.262     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:12.684     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:13.115     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:13.491     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:13.862     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:14.264     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:14.668     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:15.064     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:15.459     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:15.854     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:16.273     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:16.690     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:17.097     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:17.491     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:17.874     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:18.252     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:18.627     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:19.019     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:19.461     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:19.877     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:20.320     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:20.726     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:21.150     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:21.568     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-27 11:37:21.958     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:22.346     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:22.736     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:23.140     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:23.548     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:23.966     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:24.363     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:24.747     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:25.130     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:25.518     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:25.899     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:26.283     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:26.676     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:27.063     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:27.454     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:27.863     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:28.275     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:28.693     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:29.103     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:29.502    ERROR:          stages: ['Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', 'sqlite3.OperationalError: no such column: sites.latitude\\n', '\\nThe above exception was the direct cause of the following exception:\\n\\n', 'Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/stages.py\", line 47, in run\\n    processed_image = self.do_stage(image_set)\\n', '  File \"/home/gmbrandt/Documents/banzai-nres/banzai_nres/rv.py\", line 125, in do_stage\\n    dbs.get_site(image.instrument.site, self.runtime_context.db_address))\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/dbs.py\", line 316, in get_site\\n    site_list = db_session.query(Site).filter(Site.id == site_id).all()\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3233, in all\\n    return list(self)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3389, in __iter__\\n    return self._execute_and_instances(context)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/orm/query.py\", line 3414, in _execute_and_instances\\n    result = conn.execute(querycontext.statement, self._params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 982, in execute\\n    return meth(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/sql/elements.py\", line 293, in _execute_on_connection\\n    return connection._execute_clauseelement(self, multiparams, params)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1101, in _execute_clauseelement\\n    distilled_params,\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1250, in _execute_context\\n    e, statement, parameters, cursor, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1476, in _handle_dbapi_exception\\n    util.raise_from_cause(sqlalchemy_exception, exc_info)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 398, in raise_from_cause\\n    reraise(type(exception), exception, tb=exc_tb, cause=cause)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/util/compat.py\", line 152, in reraise\\n    raise value.with_traceback(tb)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/base.py\", line 1246, in _execute_context\\n    cursor, statement, parameters, context\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/sqlalchemy/engine/default.py\", line 588, in do_execute\\n    cursor.execute(statement, parameters)\\n', \"sqlalchemy.exc.OperationalError: (sqlite3.OperationalError) no such column: sites.latitude\\n[SQL: SELECT sites.id AS sites_id, sites.timezone AS sites_timezone, sites.latitude AS sites_latitude, sites.longitude AS sites_longitude, sites.elevation AS sites_elevation \\nFROM sites \\nWHERE sites.id = ?]\\n[parameters: ('lsc',)]\\n(Background on this error at: http://sqlalche.me/e/e3q8)\\n\"] | {\"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-27 11:37:29.504    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0029-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:30.131     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:30.328     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:30.363     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:30.392     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:30.393     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:30.429     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:30.431     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:30.760     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:31.514     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:31.787     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:31.936     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:32.662     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:32.840     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:34.486     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:34.607     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:35.027     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:36.905     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:37.053     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-27 11:37:53.909     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-07-28 13:13:00.528     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:00.907     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:01.289     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:01.668     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:02.061     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:02.436     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:02.808     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:03.177     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:03.544     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:03.922     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:04.308     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:04.689     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:05.069     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:05.441     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:05.807     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-07-28 13:13:06.172     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     }
    ],
@@ -723,7 +673,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -740,26 +690,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 7,
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "KeyboardInterrupt",
-     "evalue": "",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-9-1215307ab7fb>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mscience_files\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mglob\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'test_data/*/nres??/*/raw/*e00*'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mscience_file\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mscience_files\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m     \u001b[0mrun_pipeline_stages\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0;34m'path'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mscience_file\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m~/envs/nres/lib/python3.6/site-packages/banzai/utils/stage_utils.py\u001b[0m in \u001b[0;36mrun_pipeline_stages\u001b[0;34m(image_paths, runtime_context, calibration_maker)\u001b[0m\n\u001b[1;32m     56\u001b[0m         \u001b[0mstage_constructor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mimport_utils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimport_attribute\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstage_name\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     57\u001b[0m         \u001b[0mstage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstage_constructor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mruntime_context\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 58\u001b[0;31m         \u001b[0mimages\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mstage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimages\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     59\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     60\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mimages\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/envs/nres/lib/python3.6/site-packages/banzai/stages.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, images)\u001b[0m\n\u001b[1;32m     45\u001b[0m                     \u001b[0mimage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mimage_set\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     46\u001b[0m                 \u001b[0mlogger\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minfo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Running {0}'\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstage_name\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimage\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mimage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 47\u001b[0;31m                 \u001b[0mprocessed_image\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdo_stage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimage_set\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     48\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0mprocessed_image\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     49\u001b[0m                     \u001b[0mprocessed_images\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprocessed_image\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/Documents/banzai-nres/banzai_nres/extract.py\u001b[0m in \u001b[0;36mdo_stage\u001b[0;34m(self, image)\u001b[0m\n\u001b[1;32m     24\u001b[0m         \u001b[0mtrace_ids\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnum_traces\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     25\u001b[0m         \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrace_id\u001b[0m \u001b[0;32min\u001b[0m \u001b[0menumerate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrace_ids\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 26\u001b[0;31m             \u001b[0mthis_trace\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_trace_region\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misclose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtraces\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtrace_id\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     27\u001b[0m             \u001b[0;31m# get the horizontal (x) extent of the trace. Consider making this a get_extent function.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     28\u001b[0m             \u001b[0mx_extent\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mslice\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mthis_trace\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mthis_trace\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m~/Documents/banzai-nres/banzai_nres/utils/trace_utils.py\u001b[0m in \u001b[0;36mget_trace_region\u001b[0;34m(trace_mask)\u001b[0m\n\u001b[1;32m     12\u001b[0m            \u001b[0mwritten\u001b[0m \u001b[0mout\u001b[0m \u001b[0mdirectly\u001b[0m \u001b[0mto\u001b[0m \u001b[0ma\u001b[0m \u001b[0mfits\u001b[0m \u001b[0mfile\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     13\u001b[0m     \"\"\"\n\u001b[0;32m---> 14\u001b[0;31m     \u001b[0mpixel_indices\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwhere\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrace_mask\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     15\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     16\u001b[0m     \u001b[0;31m# This ravels the data in the wrong direction, so we need to resort the indexes\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m<__array_function__ internals>\u001b[0m in \u001b[0;36mwhere\u001b[0;34m(*args, **kwargs)\u001b[0m\n",
-      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "science_files = glob('test_data/*/nres??/*/raw/*e00*')\n",
     "for science_file in science_files: \n",
diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index e27f7e8f..ce5f7dc2 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -3,6 +3,9 @@
 from banzai_nres.fitting import fit_polynomial
 import numpy as np
 
+from scipy.ndimage.morphology import binary_dilation
+from scipy.signal import find_peaks
+
 
 class ContinuumNormalizer(Stage):
     def do_stage(self, image) -> NRESObservationFrame:
@@ -10,11 +13,20 @@ def do_stage(self, image) -> NRESObservationFrame:
             spectrum = image.spectrum[fiber, order]
             normalized_flux = spectrum['flux'] / spectrum['blaze']
             normalized_error = normalized_flux * np.sqrt((spectrum['uncertainty'] / spectrum['flux']) ** 2.0 + (spectrum['blaze_error'] / spectrum['blaze']) ** 2.0)
-            # set the weights of
-            eighty_fifth_percentile = np.percentile(spectrum['flux'], 85)
-            cont_points = (spectrum['flux'] > eighty_fifth_percentile).astype(int)
-            initial_weights = (normalized_error ** -2.0) * cont_points
-            best_fit = fit_polynomial(normalized_flux, normalized_error, x=spectrum['wavelength'], initial_weights=initial_weights)
+            # identify absorption features. negative of Normalized flux runs from -1 to 0 ideally. Deepest lines at -1.
+            detector_resolution = 4  # pixels
+            peaks, properties = find_peaks(-1*normalized_flux, height=-0.75, distance=2*detector_resolution,
+                                           prominence=0.2, width=[detector_resolution, 200])
+            # TODO use signal.peak_widths (or maybe find_peaks has these in properties) to
+            #  mask pixels later on using the peak widths, not the detector resolution.
+            # Mask absorption features
+            mask = np.zeros_like(normalized_flux, dtype=int)
+            mask[peaks] = 1
+            # Mask the immediate +- two pixels around each absorption feature as well.
+            mask = binary_dilation(mask, iterations=int(detector_resolution/2))
+            # do the fit.
+            best_fit = fit_polynomial(normalized_flux, normalized_error, x=spectrum['wavelength'],
+                                      order=3, sigma=2, mask=mask)
             image.spectrum[fiber, order, 'normflux'] = normalized_flux / best_fit(spectrum['wavelength'])
             # Technically, this should take into account the fit uncertainty using e.g. MCMC but the covariance it
             # adds is complicated enough to track that we do not attempt that here.

From 91e4dd36e077ca70c1e862d0bfa5bef295dd7816 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 3 Aug 2020 14:10:00 -0700
Subject: [PATCH 227/303] better continuum subtraction based on finite
 differences.

---
 ExampleReduction.ipynb   | 375 +--------------------------------------
 banzai_nres/continuum.py |  41 +++--
 2 files changed, 32 insertions(+), 384 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 731fa511..3df63d29 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,7 +48,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -61,368 +61,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-28 13:08:43.857     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:44.057     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:44.092     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:44.123     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:44.124     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:44.159     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:44.160     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:44.416     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:45.125     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:45.323     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:45.444     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:46.189     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:46.367     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:47.739     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:47.856     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:48.570     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:50.241     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:08:50.394     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:06.394     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:22.445     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:23.764     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:23.769     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:24.141     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:24.514     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:24.886     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:25.267     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:25.635     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-28 13:09:26.002     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:26.368     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:26.731     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:27.095     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:27.459     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:27.823     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:28.180     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:28.543     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:28.902     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:29.260     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:29.616     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:29.967     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:30.314     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:30.679     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:31.045     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:31.409     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:31.768     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:32.123     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:32.476     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:32.839     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:33.190     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:33.576     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:33.962     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:34.344     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:34.729     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:35.127     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:35.531     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:35.914     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-28 13:09:36.353     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:36.741     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:37.143     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:37.545     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:37.941     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:38.317     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:38.701     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:39.075     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:39.441     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:39.807     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:40.168     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:40.548     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:40.934     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:41.310     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:41.683     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:42.053     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:42.420     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:42.787     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:51.995     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:52.189     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:52.225     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:52.253     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:52.254     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:52.290     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:52.292     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:52.544     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:53.249     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:53.438     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-28 13:09:53.548     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:54.252     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:54.413     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:55.810     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:55.927     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:56.315     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:58.012     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:09:58.141     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:14.571     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:30.938     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:32.032     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:32.037     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:32.412     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:32.781     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:33.149     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:33.520     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:33.890     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:34.274     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:34.641     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:35.020     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:35.384     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:35.748     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:36.117     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:36.508     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:36.887     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:37.257     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:37.623     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-28 13:10:37.995     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:38.358     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:38.720     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:39.085     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:39.456     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:39.840     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:40.210     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:40.573     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:40.928     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:41.282     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:41.637     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:42.038     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:42.442     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:42.830     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:43.220     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:43.600     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:43.979     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:44.360     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:44.745     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:45.118     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:45.498     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:45.880     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:46.259     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:46.630     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:47.011     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:47.387     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:47.758     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:48.124     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-28 13:10:48.492     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:48.873     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:49.261     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:49.639     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:50.014     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:50.382     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:50.750     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:51.112     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:59.647     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:59.835     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:59.868     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:59.895     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:59.896     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:59.929     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:10:59.930     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:00.180     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:00.872     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:01.062     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:01.175     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:01.890     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:02.055     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:03.405     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:03.529     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:03.915     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:05.624     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:05.751     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:22.109     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-28 13:11:38.312     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:39.433     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:39.437     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:39.854     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:40.241     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:40.627     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:40.997     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:41.365     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:41.737     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:42.108     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:42.473     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:42.841     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:43.218     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:43.594     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:43.972     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:44.334     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:44.701     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:45.061     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:45.424     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:45.801     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:46.156     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:46.524     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:46.900     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:47.267     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:47.631     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:47.993     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:48.352     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:48.703     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-28 13:11:49.054     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:49.446     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:49.857     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:50.246     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:50.635     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:51.018     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:51.398     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:51.774     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:52.157     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:52.548     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:52.929     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:53.312     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:53.684     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:54.054     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:54.435     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:54.803     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:55.173     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:55.536     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:55.906     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:56.290     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:56.680     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:57.064     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:57.445     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:57.825     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:58.199     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:11:58.565     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:07.266     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:07.469     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-28 13:12:07.503     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:07.530     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:07.531     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:07.565     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:07.566     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:07.817     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:08.516     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:08.705     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:08.813     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:09.517     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:09.683     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:11.050     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:11.168     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:11.571     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:13.258     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:13.381     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:29.644     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:45.910     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:47.005     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:47.009     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:47.390     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:47.768     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:48.134     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:48.502     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:48.868     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:49.232     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:49.617     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-28 13:12:49.985     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:50.361     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:50.737     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:51.111     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:51.482     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:51.842     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:52.208     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:52.579     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:52.942     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:53.306     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:53.681     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:54.054     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:54.431     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:54.800     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:55.166     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:55.531     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:55.889     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:56.246     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:56.612     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:57.014     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:57.441     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:57.825     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:58.211     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:58.595     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:58.988     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:59.386     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:12:59.767     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:00.152     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-07-28 13:13:00.528     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:00.907     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:01.289     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:01.668     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:02.061     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:02.436     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:02.808     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:03.177     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:03.544     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:03.922     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:04.308     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:04.689     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:05.069     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:05.441     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:05.807     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-07-28 13:13:06.172     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# set up the context object.\n",
     "import banzai.main\n",
@@ -571,7 +212,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -690,7 +331,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index ce5f7dc2..03aa1a8e 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -4,31 +4,38 @@
 import numpy as np
 
 from scipy.ndimage.morphology import binary_dilation
-from scipy.signal import find_peaks
+from scipy.stats import median_absolute_deviation
+
+# Wavelength regions where there are strong Balmer or other absorption lines. This is from CERES (thanks!)
+WAVELENGTHS_TO_MASK = np.array([[6755, 6769], [6530, 6600], [4840, 4880], [4320, 4360],
+                                [4085, 4120], [3950, 3990], [3880, 3910], [3825, 3850]])
 
 
 class ContinuumNormalizer(Stage):
     def do_stage(self, image) -> NRESObservationFrame:
         for fiber, order in zip(*image.spectrum.fibers_and_orders):
             spectrum = image.spectrum[fiber, order]
-            normalized_flux = spectrum['flux'] / spectrum['blaze']
-            normalized_error = normalized_flux * np.sqrt((spectrum['uncertainty'] / spectrum['flux']) ** 2.0 + (spectrum['blaze_error'] / spectrum['blaze']) ** 2.0)
-            # identify absorption features. negative of Normalized flux runs from -1 to 0 ideally. Deepest lines at -1.
+            blaze_corrected_flux = spectrum['flux'] / spectrum['blaze']
+            blaze_corrected_error = blaze_corrected_flux * np.sqrt((spectrum['uncertainty'] / spectrum['flux']) ** 2.0 + (spectrum['blaze_error'] / spectrum['blaze']) ** 2.0)
             detector_resolution = 4  # pixels
-            peaks, properties = find_peaks(-1*normalized_flux, height=-0.75, distance=2*detector_resolution,
-                                           prominence=0.2, width=[detector_resolution, 200])
-            # TODO use signal.peak_widths (or maybe find_peaks has these in properties) to
-            #  mask pixels later on using the peak widths, not the detector resolution.
-            # Mask absorption features
-            mask = np.zeros_like(normalized_flux, dtype=int)
-            mask[peaks] = 1
-            # Mask the immediate +- two pixels around each absorption feature as well.
-            mask = binary_dilation(mask, iterations=int(detector_resolution/2))
+            # identify features quickly
+            first_derivative = np.hstack([[0], blaze_corrected_flux[1:] - blaze_corrected_flux[:-1]])
+            mad = median_absolute_deviation(first_derivative)
+            features = np.abs(first_derivative) > 1.5 * mad
+            # Mask features
+            mask = np.zeros_like(blaze_corrected_flux, dtype=int)
+            mask[features] = 1
+            # Mask the prohibited wavelength regions.
+            for mask_region in WAVELENGTHS_TO_MASK:
+                mask[np.logical_and(spectrum['wavelength'] >= min(mask_region), spectrum['wavelength'] <= max(mask_region))] = 1
+            # Mask the immediate +- pixels around each absorption feature as well.
+            # 2 binary dilations work too, but we will binary dilate up to the detector resolution.
+            mask = binary_dilation(mask, iterations=int(detector_resolution))
             # do the fit.
-            best_fit = fit_polynomial(normalized_flux, normalized_error, x=spectrum['wavelength'],
-                                      order=3, sigma=2, mask=mask)
-            image.spectrum[fiber, order, 'normflux'] = normalized_flux / best_fit(spectrum['wavelength'])
+            best_fit = fit_polynomial(blaze_corrected_flux, blaze_corrected_error, x=spectrum['wavelength'],
+                                      order=3, sigma=5, mask=mask)
+            image.spectrum[fiber, order, 'normflux'] = blaze_corrected_flux / best_fit(spectrum['wavelength'])
             # Technically, this should take into account the fit uncertainty using e.g. MCMC but the covariance it
             # adds is complicated enough to track that we do not attempt that here.
-            image.spectrum[fiber, order, 'normuncertainty'] = normalized_error / best_fit(spectrum['wavelength'])
+            image.spectrum[fiber, order, 'normuncertainty'] = blaze_corrected_error / best_fit(spectrum['wavelength'])
         return image

From b5f255f93f1c330dadadcb84f9a0e0cf0892b19a Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 5 Aug 2020 10:43:16 -0400
Subject: [PATCH 228/303] Added code to reformat phoenix fits files to only
 have the optical region to save on disk space.

---
 banzai_nres/data/munge_phoenix_models.py | 40 ++++++++++++++++++++++++
 1 file changed, 40 insertions(+)
 create mode 100644 banzai_nres/data/munge_phoenix_models.py

diff --git a/banzai_nres/data/munge_phoenix_models.py b/banzai_nres/data/munge_phoenix_models.py
new file mode 100644
index 00000000..fb79d090
--- /dev/null
+++ b/banzai_nres/data/munge_phoenix_models.py
@@ -0,0 +1,40 @@
+from astropy.io import fits
+import numpy as np
+import os
+import argparse
+
+
+def main():
+    parser = argparse.ArgumentParser('This copies out the optical region 300nm - 1000nm into fresh files for BANZAI')
+    parser.add_argument('--input-dir', dest='input_dir', help='Top level directory with the PHOENIX models')
+    parser.add_argument("--output-dir", dest='output_dir', help='Directory to save the reformatted models')
+    args = parser.parse_args()
+    model_files = []
+    # Traverse the directory to find all of the phoenix files
+    for root, dirs, files in os.walk(args.input_dir):
+        for file in files:
+            # Get the wavelength file
+            if 'wavelength' in file.lower():
+                wavelength_filename = file
+            elif file.endswith(".fits"):
+                model_files.append(file)
+
+    # Find the indices that correspond to the optical region
+    wavelength_hdu = fits.open(wavelength_filename)
+    optical = np.logical_and(wavelength_hdu[0].data >= 3000.0, wavelength_hdu[0].data <= 10000.0)
+
+    for model_file in model_files:
+        hdu = fits.open(model_file)
+        # take the data to only be the optical region
+        hdu[0].data = hdu[0].data[optical]
+        # Save the model file to the output directory
+        Teff = hdu[0].header['PHXTEFF']
+        logg = hdu[0].header['PHXLOGG']
+        metallicity = hdu[0].header['PHXM_H']
+        alpha = hdu[0].header['PHXALPHA']
+        output_filename = f'phoenix-{Teff:04d}-{logg:0.1f}-{metallicity:0.1f}-{alpha:0.1f}.fits'
+        hdu.writeto(os.path.join(args.output_dir, output_filename))
+
+    # Truncate and save the wavelength file
+    wavelength_hdu[0].data = wavelength_hdu[0].data[optical]
+    wavelength_hdu.writeto(os.path.join(args.output_dir, 'phoenix_wavelength.fits'))

From 70fa4eadd57c48624c98da36330ace34e17f6a29 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 5 Aug 2020 10:47:59 -0400
Subject: [PATCH 229/303] Added entrypoint.

---
 setup.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 8523404a..2f07676a 100644
--- a/setup.py
+++ b/setup.py
@@ -30,4 +30,5 @@
                                         'banzai_nres_start_stacking_scheduler=banzai_nres.main:nres_start_stacking_scheduler',
                                         'banzai_nres_make_master_calibrations=banzai_nres.main:nres_make_master_calibrations',
                                         'banzai_nres_add_bpm=banzai_nres.main:add_bpm',
-                                        'banzai_nres_populate_bpms=banzai_nres.main:add_bpms_from_archive']})
+                                        'banzai_nres_populate_bpms=banzai_nres.main:add_bpms_from_archive',
+                                        'banzai_nres_munge_phoenix:banzai_nres.data.munge_phoenix_models:main']})

From bc510464c1735cb9bc3655e4643cba76508abf5b Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 5 Aug 2020 10:49:24 -0400
Subject: [PATCH 230/303] Added entrypoint. Typo fix.

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 2f07676a..423c2094 100644
--- a/setup.py
+++ b/setup.py
@@ -31,4 +31,4 @@
                                         'banzai_nres_make_master_calibrations=banzai_nres.main:nres_make_master_calibrations',
                                         'banzai_nres_add_bpm=banzai_nres.main:add_bpm',
                                         'banzai_nres_populate_bpms=banzai_nres.main:add_bpms_from_archive',
-                                        'banzai_nres_munge_phoenix:banzai_nres.data.munge_phoenix_models:main']})
+                                        'banzai_nres_munge_phoenix=banzai_nres.data.munge_phoenix_models:main']})

From 0ea1529d5d4dd3ae2cd84bf7b2cd0c6f3fae09ff Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 5 Aug 2020 10:54:51 -0400
Subject: [PATCH 231/303] Fixed identifying the wavelength file.

---
 banzai_nres/data/munge_phoenix_models.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/data/munge_phoenix_models.py b/banzai_nres/data/munge_phoenix_models.py
index fb79d090..a565133c 100644
--- a/banzai_nres/data/munge_phoenix_models.py
+++ b/banzai_nres/data/munge_phoenix_models.py
@@ -14,7 +14,7 @@ def main():
     for root, dirs, files in os.walk(args.input_dir):
         for file in files:
             # Get the wavelength file
-            if 'wavelength' in file.lower():
+            if 'wave' in file.lower():
                 wavelength_filename = file
             elif file.endswith(".fits"):
                 model_files.append(file)

From 1a473d7088b693fc6fe4d94f92dc090a189b9827 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 5 Aug 2020 10:59:13 -0400
Subject: [PATCH 232/303] Fixed identifying the wavelength file.

---
 banzai_nres/data/munge_phoenix_models.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/data/munge_phoenix_models.py b/banzai_nres/data/munge_phoenix_models.py
index a565133c..5ad3e0d7 100644
--- a/banzai_nres/data/munge_phoenix_models.py
+++ b/banzai_nres/data/munge_phoenix_models.py
@@ -15,9 +15,9 @@ def main():
         for file in files:
             # Get the wavelength file
             if 'wave' in file.lower():
-                wavelength_filename = file
+                wavelength_filename = os.path.join(root, file)
             elif file.endswith(".fits"):
-                model_files.append(file)
+                model_files.append(os.path.join(root, file))
 
     # Find the indices that correspond to the optical region
     wavelength_hdu = fits.open(wavelength_filename)

From 9498c304261ce23acd1d9949966621b70f74ce4c Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 5 Aug 2020 11:00:43 -0400
Subject: [PATCH 233/303] Fixed filenaming

---
 banzai_nres/data/munge_phoenix_models.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/data/munge_phoenix_models.py b/banzai_nres/data/munge_phoenix_models.py
index 5ad3e0d7..8a682361 100644
--- a/banzai_nres/data/munge_phoenix_models.py
+++ b/banzai_nres/data/munge_phoenix_models.py
@@ -32,7 +32,7 @@ def main():
         logg = hdu[0].header['PHXLOGG']
         metallicity = hdu[0].header['PHXM_H']
         alpha = hdu[0].header['PHXALPHA']
-        output_filename = f'phoenix-{Teff:04d}-{logg:0.1f}-{metallicity:0.1f}-{alpha:0.1f}.fits'
+        output_filename = f'phoenix-{int(Teff):04d}-{logg:0.1f}-{metallicity:0.1f}-{alpha:0.1f}.fits'
         hdu.writeto(os.path.join(args.output_dir, output_filename))
 
     # Truncate and save the wavelength file

From 2b473692013f84458bc188b635daa3b2382fd03c Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 5 Aug 2020 15:25:08 -0400
Subject: [PATCH 234/303] Fixed some file naming stuff.

---
 banzai_nres/data/munge_phoenix_models.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/data/munge_phoenix_models.py b/banzai_nres/data/munge_phoenix_models.py
index 8a682361..c97d51ae 100644
--- a/banzai_nres/data/munge_phoenix_models.py
+++ b/banzai_nres/data/munge_phoenix_models.py
@@ -32,7 +32,7 @@ def main():
         logg = hdu[0].header['PHXLOGG']
         metallicity = hdu[0].header['PHXM_H']
         alpha = hdu[0].header['PHXALPHA']
-        output_filename = f'phoenix-{int(Teff):04d}-{logg:0.1f}-{metallicity:0.1f}-{alpha:0.1f}.fits'
+        output_filename = f'phoenix-{int(Teff):05d}{logg:+0.1f}{metallicity:+0.1f}{alpha:+0.1f}.fits'
         hdu.writeto(os.path.join(args.output_dir, output_filename))
 
     # Truncate and save the wavelength file

From ed635dcae51c334f06abc9486aa6e86028558923 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 5 Aug 2020 15:56:40 -0400
Subject: [PATCH 235/303] Fixed some file naming stuff.

---
 banzai_nres/data/munge_phoenix_models.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/data/munge_phoenix_models.py b/banzai_nres/data/munge_phoenix_models.py
index c97d51ae..c36bf2f9 100644
--- a/banzai_nres/data/munge_phoenix_models.py
+++ b/banzai_nres/data/munge_phoenix_models.py
@@ -4,6 +4,10 @@
 import argparse
 
 
+def format_plus_minus(value, fmt):
+    output_str = f'{value:{fmt}}'
+    return output_str.replace('+', 'p').replace('-', 'm')
+
 def main():
     parser = argparse.ArgumentParser('This copies out the optical region 300nm - 1000nm into fresh files for BANZAI')
     parser.add_argument('--input-dir', dest='input_dir', help='Top level directory with the PHOENIX models')
@@ -32,7 +36,7 @@ def main():
         logg = hdu[0].header['PHXLOGG']
         metallicity = hdu[0].header['PHXM_H']
         alpha = hdu[0].header['PHXALPHA']
-        output_filename = f'phoenix-{int(Teff):05d}{logg:+0.1f}{metallicity:+0.1f}{alpha:+0.1f}.fits'
+        output_filename = f'phoenix-{format_plus_minus(int(Teff), "05d")}-{format_plus_minus(logg, "+0.1f")}-{format_plus_minus(metallicity, "+0.1f")}-{format_plus_minus(alpha, "+0.1f")}.fits'
         hdu.writeto(os.path.join(args.output_dir, output_filename))
 
     # Truncate and save the wavelength file

From 17757d78e0576f2ff2f9e939a5d44ed41e366004 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 7 Aug 2020 15:01:32 -0400
Subject: [PATCH 236/303] Initial full implementation of getting the phoenix
 models to be useable.

---
 banzai_nres/dbs.py                 | 64 ++++++++++++++++++++++++++++++
 banzai_nres/main.py                | 42 +++++++++++++++++++-
 banzai_nres/rv.py                  | 10 ++---
 banzai_nres/settings.py            |  4 ++
 banzai_nres/tests/test_rv.py       |  7 ++--
 banzai_nres/utils/phoenix_utils.py | 30 ++++++++++++++
 setup.py                           |  6 ++-
 7 files changed, 149 insertions(+), 14 deletions(-)
 create mode 100644 banzai_nres/dbs.py
 create mode 100644 banzai_nres/utils/phoenix_utils.py

diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
new file mode 100644
index 00000000..1973fa6c
--- /dev/null
+++ b/banzai_nres/dbs.py
@@ -0,0 +1,64 @@
+from banzai.dbs import Base, create_db
+from sqlalchemy import Column, String, Integer, Float, Index
+import boto3
+import banzai.dbs
+import os
+from glob import glob
+
+
+class PhoenixModel(Base):
+    __tablename__ = 'phoenixmodels'
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    filename = Column(String(100), unique=True)
+    location = Column(String(150))
+    T_effective = Column(Float)
+    log_g = Column(Float)
+    metallicity = Column(Float)
+    alpha = Column(Float)
+    Index('idx_model', 'T_effective', 'log_g', 'metallicity', 'alpha')
+
+
+def create_nres_db(db_address):
+    create_db(db_address)
+
+
+def populate_phoenix_models(model_location, db_address):
+    if 's3' in model_location:
+        s3 = boto3.resource('s3')
+        model_bucket = s3.Bucket(model_location.replace('s3://', ''))
+        model_files = model_bucket.objects.all()
+    else:
+        # Assume they are on disk
+        model_files = glob(os.path.join(model_location, '*.fits'))
+    with banzai.dbs.get_session(db_address) as db_session:
+        # strip off the s3
+        for model_file in model_files:
+            if 's3' in model_location:
+                filename = model_file.key
+                location = model_location
+            else:
+                filename = os.path.basename(model_file)
+                location = os.path.dirname(model_file)
+
+            if 'wave' in filename.lower():
+                continue
+            equivalence_criteria = {'filename': filename}
+            _, T_effective, log_g, metallicity, alpha = os.path.splitext(filename)[0].split('_')
+            record_attributes = {'filename': filename,
+                                 'location': location,
+                                 'T_effective': T_effective,
+                                 'log_g': log_g,
+                                 'metallicity': metallicity,
+                                 'alpha': alpha}
+            banzai.dbs.add_or_update_record(db_session, PhoenixModel, equivalence_criteria, record_attributes)
+            db_session.commit()
+
+
+def get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha):
+    with banzai.dbs.get_session(db_address=db_address) as db_session:
+        query = PhoenixModel.T_effective == T_effective
+        query &= PhoenixModel.log_g == log_g
+        query &= PhoenixModel.metallicity == metallicity
+        query &= PhoenixModel.alpha == alpha
+        model = db_session.query(PhoenixModel).filter(query).first()
+    return model
diff --git a/banzai_nres/main.py b/banzai_nres/main.py
index 5b11cce9..659c76bf 100644
--- a/banzai_nres/main.py
+++ b/banzai_nres/main.py
@@ -13,7 +13,8 @@
 import celery
 import celery.bin.beat
 from banzai.utils import date_utils, import_utils
-from banzai import calibrations, dbs, logs
+from banzai import calibrations, logs
+from banzai_nres import dbs
 
 import logging
 import argparse
@@ -109,3 +110,42 @@ def add_bpms_from_archive():
         if bpm_image is not None:
             bpm_image.is_master = True
             dbs.save_calibration_info(frame['filename'], bpm_image, args.db_address)
+
+
+def create_db():
+    """
+    Create the database structure.
+
+    This only needs to be run once on initialization of the database.
+    """
+    parser = argparse.ArgumentParser("Create the database.\n\n"
+                                     "This only needs to be run once on initialization of the database.")
+
+    parser.add_argument("--log-level", default='debug', choices=['debug', 'info', 'warning',
+                                                                 'critical', 'fatal', 'error'])
+    parser.add_argument('--db-address', dest='db_address',
+                        default='sqlite3:///test.db',
+                        help='Database address: Should be in SQLAlchemy form')
+    args = parser.parse_args()
+    logs.set_log_level(args.log_level)
+
+    dbs.create_db(args.db_address)
+
+
+def populate_phoenix_models():
+    parser = argparse.ArgumentParser("Populate the database with the Phoenix models.\n\n"
+                                     "This only needs to be run once on initialization of the database.")
+    parser.add_argument('--model-location', dest='model_location',
+                        help='Location of the phoenix models. \
+                        This should either be s3://bucket-name or an absolute directory path.')
+    parser.add_argument("--log-level", default='debug', choices=['debug', 'info', 'warning',
+                                                                 'critical', 'fatal', 'error'])
+    parser.add_argument('--db-address', dest='db_address',
+                        default='sqlite3:///test.db',
+                        help='Database address: Should be in SQLAlchemy form')
+    args = parser.parse_args()
+    logs.set_log_level(args.log_level)
+
+    dbs.create_db(args.db_address)
+    dbs.populate_phoenix_models(args.model_location, args.db_address)
+
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 166e6188..6527f6b8 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -1,7 +1,6 @@
 from banzai.stages import Stage
 from banzai.frames import ObservationFrame
 from banzai import dbs
-import pkg_resources
 from astropy.io import fits
 import numpy as np
 from astropy.table import Table
@@ -12,7 +11,7 @@
 from banzai.utils import stats
 import logging
 from banzai_nres.fitting import fit_polynomial
-
+from banzai_nres.utils import phoenix_utils
 
 logger = logging.getLogger('banzai')
 
@@ -89,15 +88,12 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
 
 
 class RVCalculator(Stage):
-    TEMPLATE_FILENAME = pkg_resources.resource_filename('banzai_nres', 'data/g2v_template.fits')
     MIN_ORDER_TO_CORRELATE = 75
     MAX_ORDER_TO_CORRELATE = 101
 
     def do_stage(self, image) -> ObservationFrame:
-        # Load in the template
-        template_hdu = fits.open(self.TEMPLATE_FILENAME)
-
-        template = {'wavelength': template_hdu[1].data['wavelength'], 'flux': template_hdu[1].data['flux']}
+        # Get a G2V template for the moment
+        template = phoenix_utils.load_phoenix_model(self.runtime_context.db_address, 5700, 4.5, 0.0, 0.0)
         # Pick orders near the center of the detector that have a high Signal to noise and are free of tellurics.
         orders_to_use = np.arange(self.MIN_ORDER_TO_CORRELATE, self.MAX_ORDER_TO_CORRELATE, 1)
 
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 8564d278..0ea4d079 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -152,3 +152,7 @@
                                 'PROFILE': 'float32',
                                 'WAVELENGTH': 'float64',
                                 }
+
+
+PHOENIX_WAVELENGTH_FILE_LOCATION = os.getenv('PHOENIX_WAVELENGTH_FILE_LOCATION', 's3://banzai-nres-phoenix-models-lco-global')
+PHOENIX_WAVELENGTH_FILENAME = os.getenv('PHOENIX_WAVELENGTH_FILENAME', 'phoenix_wavelength.fits')
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 3761e47d..91cecf90 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -38,8 +38,8 @@ def test_cross_correlate():
 
 
 @mock.patch('banzai.dbs.get_site')
-@mock.patch('banzai_nres.rv.fits.open')
-def test_rv(mock_fits, mock_db):
+@mock.patch('banzai_nres.rv.phoenix_utils.load_phoenix_model')
+def test_rv(mock_model, mock_db):
     # parameters that define the test data
     num_orders = 5
     lam_per_order = 70
@@ -60,8 +60,7 @@ def test_rv(mock_fits, mock_db):
     noisy_flux += np.random.normal(0.0, read_noise, size=len(flux))
     uncertainty = np.sqrt(flux + read_noise**2.0)
 
-    mock_fits.return_value = fits.HDUList([fits.PrimaryHDU(),
-                                           fits.BinTableHDU(Table({'wavelength': test_wavelengths, 'flux': flux}))])
+    mock_model.return_value = {'wavelength': test_wavelengths, 'flux': flux}
     true_v = 1.205  # km / s
 
     # Make the fake image
diff --git a/banzai_nres/utils/phoenix_utils.py b/banzai_nres/utils/phoenix_utils.py
new file mode 100644
index 00000000..b7d60d35
--- /dev/null
+++ b/banzai_nres/utils/phoenix_utils.py
@@ -0,0 +1,30 @@
+from banzai_nres import settings
+import os
+from astropy.io import fits
+import boto3
+import io
+from banzai_nres.dbs import get_phoenix_model_record
+
+
+def open_model_fits_file(file_location, filename):
+    if 's3' in file_location:
+        s3 = boto3.client('s3')
+        buffer = io.BytesIO()
+        s3.download_fileobj(file_location.replace('s3://', ''), filename, buffer)
+        buffer.seek(0)
+        hdu = fits.open(buffer, memmap=False)
+    else:
+        hdu = fits.open(os.path.join(file_location, filename))
+
+    data = hdu[0].data.copy()
+    return data
+
+
+wavelengths = open_model_fits_file(settings.PHOENIX_WAVELENGTH_FILE_LOCATION, settings.PHOENIX_WAVELENGTH_FILENAME)
+
+
+def load_phoenix_model(db_address, T_effective, log_g, metallicity, alpha):
+    # Load in the template
+    model_record = get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha)
+    flux = open_model_fits_file(model_record.location, model_record.filename)
+    return {'wavelength': wavelengths, 'flux': flux}
diff --git a/setup.py b/setup.py
index 423c2094..516fb8d4 100644
--- a/setup.py
+++ b/setup.py
@@ -23,7 +23,7 @@
       package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt', 'data/g2v_template.fits']},
       setup_requires=['pytest-runner', 'setuptools_scm'],
       install_requires=['banzai>=1.0.5', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
-                        'statsmodels', 'astropy==4.0', 'xwavecal==0.1.11', 'scipy==1.3.2', 'photutils==0.7.2'],
+                        'statsmodels', 'astropy==4.0', 'xwavecal==0.1.11', 'scipy==1.3.2', 'photutils==0.7.2', 'boto3'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',
                                         'banzai_nres_run_realtime_pipeline=banzai_nres.main:nres_run_realtime_pipeline',
@@ -31,4 +31,6 @@
                                         'banzai_nres_make_master_calibrations=banzai_nres.main:nres_make_master_calibrations',
                                         'banzai_nres_add_bpm=banzai_nres.main:add_bpm',
                                         'banzai_nres_populate_bpms=banzai_nres.main:add_bpms_from_archive',
-                                        'banzai_nres_munge_phoenix=banzai_nres.data.munge_phoenix_models:main']})
+                                        'banzai_nres_munge_phoenix=banzai_nres.data.munge_phoenix_models:main',
+                                        'banzai_nres_create_db=banzai_nres.main:create_db',
+                                        'banzai_nres_populate_phoenix_models=banzai_nres.main:populate_phoenix_models']})

From be5bbf2b65c6cdb421093347e41693d9b075c3ee Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 10 Aug 2020 10:43:42 -0400
Subject: [PATCH 237/303] Moved boto calls into a proper class to make mocking
 easier.

---
 banzai_nres/frames.py              |  1 -
 banzai_nres/rv.py                  |  3 ++-
 banzai_nres/tests/test_rv.py       | 10 +++++---
 banzai_nres/utils/phoenix_utils.py | 40 ++++++++++++++++--------------
 4 files changed, 29 insertions(+), 25 deletions(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 6fe4d265..5bf8703d 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -41,7 +41,6 @@ def __setitem__(self, key, value):
         # call column name first then the logical bool array for the astropy table to actually set the values
         self._table[column_name][correct_row, good_pixels] = value
 
-
     @property
     def fibers_and_orders(self):
         return self._table['fiber'], self._table['order']
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 6527f6b8..a6c0389b 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -93,7 +93,8 @@ class RVCalculator(Stage):
 
     def do_stage(self, image) -> ObservationFrame:
         # Get a G2V template for the moment
-        template = phoenix_utils.load_phoenix_model(self.runtime_context.db_address, 5700, 4.5, 0.0, 0.0)
+        phoenix_loader = phoenix_utils.PhoenixModelLoader()
+        template = phoenix_loader.load(self.runtime_context.db_address, 5700, 4.5, 0.0, 0.0)
         # Pick orders near the center of the detector that have a high Signal to noise and are free of tellurics.
         orders_to_use = np.arange(self.MIN_ORDER_TO_CORRELATE, self.MAX_ORDER_TO_CORRELATE, 1)
 
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 91cecf90..2904b352 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -5,7 +5,6 @@
 from banzai_nres.frames import NRESObservationFrame
 from banzai_nres.frames import EchelleSpectralCCDData, Spectrum1D
 from types import SimpleNamespace
-from astropy.table import Table
 
 
 def gaussian(x, mu, sigma):
@@ -38,8 +37,8 @@ def test_cross_correlate():
 
 
 @mock.patch('banzai.dbs.get_site')
-@mock.patch('banzai_nres.rv.phoenix_utils.load_phoenix_model')
-def test_rv(mock_model, mock_db):
+@mock.patch('banzai_nres.rv.phoenix_utils.PhoenixModelLoader')
+def test_rv(mock_loader, mock_db):
     # parameters that define the test data
     num_orders = 5
     lam_per_order = 70
@@ -60,7 +59,10 @@ def test_rv(mock_model, mock_db):
     noisy_flux += np.random.normal(0.0, read_noise, size=len(flux))
     uncertainty = np.sqrt(flux + read_noise**2.0)
 
-    mock_model.return_value = {'wavelength': test_wavelengths, 'flux': flux}
+    class MockLoader:
+        def load(self, *args):
+            return {'wavelength': test_wavelengths, 'flux': flux}
+    mock_loader.return_value = MockLoader()
     true_v = 1.205  # km / s
 
     # Make the fake image
diff --git a/banzai_nres/utils/phoenix_utils.py b/banzai_nres/utils/phoenix_utils.py
index b7d60d35..6924e43a 100644
--- a/banzai_nres/utils/phoenix_utils.py
+++ b/banzai_nres/utils/phoenix_utils.py
@@ -6,25 +6,27 @@
 from banzai_nres.dbs import get_phoenix_model_record
 
 
-def open_model_fits_file(file_location, filename):
-    if 's3' in file_location:
-        s3 = boto3.client('s3')
-        buffer = io.BytesIO()
-        s3.download_fileobj(file_location.replace('s3://', ''), filename, buffer)
-        buffer.seek(0)
-        hdu = fits.open(buffer, memmap=False)
-    else:
-        hdu = fits.open(os.path.join(file_location, filename))
+class PhoenixModelLoader:
+    def __init__(self):
+        _wavelengths = self.open_model_fits_file(settings.PHOENIX_WAVELENGTH_FILE_LOCATION,
+                                                 settings.PHOENIX_WAVELENGTH_FILENAME)
 
-    data = hdu[0].data.copy()
-    return data
+    def load_phoenix_model(self, db_address, T_effective, log_g, metallicity, alpha):
+        # Load in the template
+        model_record = get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha)
+        flux = self.open_model_fits_file(model_record.location, model_record.filename)
+        return {'wavelength': self._wavelengths, 'flux': flux}
 
+    @staticmethod
+    def open_model_fits_file(file_location, filename):
+        if 's3' in file_location:
+            s3 = boto3.client('s3')
+            buffer = io.BytesIO()
+            s3.download_fileobj(file_location.replace('s3://', ''), filename, buffer)
+            buffer.seek(0)
+            hdu = fits.open(buffer, memmap=False)
+        else:
+            hdu = fits.open(os.path.join(file_location, filename))
 
-wavelengths = open_model_fits_file(settings.PHOENIX_WAVELENGTH_FILE_LOCATION, settings.PHOENIX_WAVELENGTH_FILENAME)
-
-
-def load_phoenix_model(db_address, T_effective, log_g, metallicity, alpha):
-    # Load in the template
-    model_record = get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha)
-    flux = open_model_fits_file(model_record.location, model_record.filename)
-    return {'wavelength': wavelengths, 'flux': flux}
+        data = hdu[0].data.copy()
+        return data

From b307e54b59cf4a579814d25edd07d39bbc21e821 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 10 Aug 2020 10:54:46 -0400
Subject: [PATCH 238/303] pep8 fix.

---
 banzai_nres/main.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/banzai_nres/main.py b/banzai_nres/main.py
index 659c76bf..d9895a10 100644
--- a/banzai_nres/main.py
+++ b/banzai_nres/main.py
@@ -148,4 +148,3 @@ def populate_phoenix_models():
 
     dbs.create_db(args.db_address)
     dbs.populate_phoenix_models(args.model_location, args.db_address)
-

From 7eb8516b5385e45e332671b76caba364486be0f6 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 10 Aug 2020 10:58:10 -0400
Subject: [PATCH 239/303] Fix imports in main.py.

---
 banzai_nres/main.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/main.py b/banzai_nres/main.py
index d9895a10..edf5a368 100644
--- a/banzai_nres/main.py
+++ b/banzai_nres/main.py
@@ -15,6 +15,7 @@
 from banzai.utils import date_utils, import_utils
 from banzai import calibrations, logs
 from banzai_nres import dbs
+import banzai.dbs
 
 import logging
 import argparse
@@ -66,7 +67,8 @@ def nres_make_master_calibrations():
                                                    'Must be in the format "YYYY-MM-DDThh:mm:ss".'}}]
 
     runtime_context = parse_args(banzai_nres.settings, extra_console_arguments=extra_console_arguments)
-    instrument = dbs.query_for_instrument(runtime_context.db_address, runtime_context.site, runtime_context.camera)
+    instrument = banzai.dbs.query_for_instrument(runtime_context.db_address, runtime_context.site,
+                                                 runtime_context.camera)
     calibrations.make_master_calibrations(instrument,  runtime_context.frame_type.upper(),
                                           runtime_context.min_date, runtime_context.max_date, runtime_context)
 
@@ -85,7 +87,7 @@ def add_bpm():
     frame_factory = import_utils.import_attribute(banzai_nres.settings.FRAME_FACTORY)()
     bpm_image = frame_factory.open({'path': args.filename}, args)
     bpm_image.is_master = True
-    dbs.save_calibration_info(args.filename, bpm_image, args.db_address)
+    banzai.dbs.save_calibration_info(args.filename, bpm_image, args.db_address)
 
 
 def add_bpms_from_archive():

From f4254a98af006e0b6f499853823dda5542e63636 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 10 Aug 2020 13:21:45 -0400
Subject: [PATCH 240/303] Added aws secrets to env variables.

---
 .../banzai-nres-e2e/templates/e2e_tests.yaml  | 20 +++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
index e276505b..6c86ee56 100644
--- a/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
+++ b/helm-chart/banzai-nres-e2e/templates/e2e_tests.yaml
@@ -101,6 +101,16 @@ spec:
               value: "fits_files"
             - name: OPENTSDB_PYTHON_METRICS_TEST_MODE
               value: "1"
+            - name: AWS_ACCESS_KEY_ID
+              valueFrom:
+                secretKeyRef:
+                  name: banzai-nres-secrets
+                  key: AWS_ACCESS_KEY_ID
+            - name: AWS_SECRET_ACCESS_KEY
+              valueFrom:
+                secretKeyRef:
+                  name: banzai-nres-secrets
+                  key: AWS_SECRET_ACCESS_KEY
           command:
             - celery
             - -A
@@ -141,6 +151,16 @@ spec:
               value: "fits_files"
             - name: OPENTSDB_PYTHON_METRICS_TEST_MODE
               value: "1"
+            - name: AWS_ACCESS_KEY_ID
+              valueFrom:
+                secretKeyRef:
+                  name: banzai-nres-secrets
+                  key: AWS_ACCESS_KEY_ID
+            - name: AWS_SECRET_ACCESS_KEY
+              valueFrom:
+                secretKeyRef:
+                  name: banzai-nres-secrets
+                  key: AWS_SECRET_ACCESS_KEY
           command:
             - banzai_nres_run_realtime_pipeline
             - "--db-address=sqlite:////archive/engineering/test.db"

From e746f7f61ce02a3204145f2d677aad21dbb159f0 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 10 Aug 2020 14:23:34 -0400
Subject: [PATCH 241/303] Added masking to columns that have no data in 1d.

---
 banzai_nres/extract.py | 4 +++-
 banzai_nres/frames.py  | 3 ++-
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/extract.py b/banzai_nres/extract.py
index db08cbb4..6c6687b3 100644
--- a/banzai_nres/extract.py
+++ b/banzai_nres/extract.py
@@ -20,6 +20,7 @@ def do_stage(self, image: EchelleSpectralCCDData):
         flux = np.zeros((image.num_traces, image.data.shape[1]), dtype=float)
         wavelength = np.zeros_like(flux, dtype=float)
         variance = np.zeros_like(flux, dtype=float)
+        mask = np.zeros_like(flux, dtype=np.uint8)
 
         trace_ids = np.arange(1, image.num_traces + 1)
         for i, trace_id in enumerate(trace_ids):
@@ -30,11 +31,12 @@ def do_stage(self, image: EchelleSpectralCCDData):
             variance[i, x_extent] = self.extract_order(image.uncertainty[this_trace] ** 2, image.weights[this_trace] ** 2)
             # get the average wavelength: Sum wavelengths weighted by 1 over the vertical width of the trace (e.g. 1/10)
             wavelength[i, x_extent] = self.extract_order(image.wavelengths[this_trace], weights=1/image.wavelengths[this_trace].shape[0])
+            mask[i, x_extent] = image.weights[this_trace].sum(axis=0) == 0.0
 
         image.spectrum = Spectrum1D({'id': trace_ids, 'order': image.fibers['order'],
                                      'fiber': image.fibers['fiber'], 'wavelength': wavelength,
                                      'flux': flux, 'uncertainty': np.sqrt(variance), 'blaze': image.blaze['blaze'],
-                                     'blaze_error': image.blaze['blaze_error']})
+                                     'blaze_error': image.blaze['blaze_error'], 'mask': mask})
         # Remove the fibers and the blaze extensions now that the info is stored in the extracted spectrum
         image.fibers = None
         image.blaze = None
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 6fe4d265..f29434e5 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -18,7 +18,8 @@
 class Spectrum1D:
     def __init__(self, data):
         self._table = Table(data)
-        self._table['mask'] = np.array([row['wavelength'] == 0.0 for row in self._table], dtype=np.uint8)
+        self._table['mask'] = data.get('mask', np.zeros_like(data['flux']), dtype=np.uint8)
+        self._table['mask'] |= np.array([row['wavelength'] == 0.0 for row in self._table], dtype=np.uint8)
 
     def __getitem__(self, item):
         """

From 4a0e05f3cd1c13ce1a40aa1db660f3f86829b4c5 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 10 Aug 2020 14:33:40 -0400
Subject: [PATCH 242/303] Fixes to data casting so it is still easy to test.

---
 banzai_nres/frames.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index f29434e5..1503264f 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -18,7 +18,8 @@
 class Spectrum1D:
     def __init__(self, data):
         self._table = Table(data)
-        self._table['mask'] = data.get('mask', np.zeros_like(data['flux']), dtype=np.uint8)
+        if 'mask' not in self._table.colnames:
+            self._table['mask'] = np.zeros_like(self._table['wavelength'], dtype=np.uint8)
         self._table['mask'] |= np.array([row['wavelength'] == 0.0 for row in self._table], dtype=np.uint8)
 
     def __getitem__(self, item):

From b9fa5eb386a5e6796adc1eb506f8d89b740fe2ac Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 10 Aug 2020 14:35:18 -0400
Subject: [PATCH 243/303] Fixed a typo in renaming load method in the loader
 class.

---
 banzai_nres/utils/phoenix_utils.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/utils/phoenix_utils.py b/banzai_nres/utils/phoenix_utils.py
index 6924e43a..564f9f97 100644
--- a/banzai_nres/utils/phoenix_utils.py
+++ b/banzai_nres/utils/phoenix_utils.py
@@ -11,7 +11,7 @@ def __init__(self):
         _wavelengths = self.open_model_fits_file(settings.PHOENIX_WAVELENGTH_FILE_LOCATION,
                                                  settings.PHOENIX_WAVELENGTH_FILENAME)
 
-    def load_phoenix_model(self, db_address, T_effective, log_g, metallicity, alpha):
+    def load(self, db_address, T_effective, log_g, metallicity, alpha):
         # Load in the template
         model_record = get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha)
         flux = self.open_model_fits_file(model_record.location, model_record.filename)

From dd27b0620d061b2ae9b9e2b3c061bde272d8b8d9 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 10 Aug 2020 17:43:34 -0400
Subject: [PATCH 244/303] Fixed the e2e tests to use banzai_nres db creation.

---
 banzai_nres/tests/test_e2e.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index d5f00325..e7f72efb 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -192,7 +192,7 @@ def run_check_if_stacked_calibrations_are_in_db(raw_filenames, calibration_type)
 @pytest.fixture(scope='module')
 @mock.patch('banzai.dbs.requests.get', return_value=FakeResponse(CONFIGDB_FILENAME))
 def init(configdb):
-    os.system(f'banzai_create_db --db-address={os.environ["DB_ADDRESS"]}')
+    os.system(f'banzai_nres_create_db --db-address={os.environ["DB_ADDRESS"]}')
     dbs.populate_instrument_tables(db_address=os.environ["DB_ADDRESS"], configdb_address='http://fakeconfigdb')
     os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --elevation 2027 --timezone -6 --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --elevation 2198 --timezone -4 --db-address={os.environ["DB_ADDRESS"]}')

From 779f36aeb7ebe9313a5a99efa5c22f541df07e8c Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 10 Aug 2020 18:12:24 -0400
Subject: [PATCH 245/303] Actually populate the phoenix model table this time.

---
 banzai_nres/data/munge_phoenix_models.py |  1 +
 banzai_nres/dbs.py                       | 10 ++++++++++
 banzai_nres/tests/test_e2e.py            |  2 ++
 3 files changed, 13 insertions(+)

diff --git a/banzai_nres/data/munge_phoenix_models.py b/banzai_nres/data/munge_phoenix_models.py
index c36bf2f9..5d81a8f7 100644
--- a/banzai_nres/data/munge_phoenix_models.py
+++ b/banzai_nres/data/munge_phoenix_models.py
@@ -8,6 +8,7 @@ def format_plus_minus(value, fmt):
     output_str = f'{value:{fmt}}'
     return output_str.replace('+', 'p').replace('-', 'm')
 
+
 def main():
     parser = argparse.ArgumentParser('This copies out the optical region 300nm - 1000nm into fresh files for BANZAI')
     parser.add_argument('--input-dir', dest='input_dir', help='Top level directory with the PHOENIX models')
diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index 1973fa6c..4ec84919 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -4,6 +4,10 @@
 import banzai.dbs
 import os
 from glob import glob
+import logging
+
+
+logger = logging.getLogger('banzai')
 
 
 class PhoenixModel(Base):
@@ -43,6 +47,7 @@ def populate_phoenix_models(model_location, db_address):
             if 'wave' in filename.lower():
                 continue
             equivalence_criteria = {'filename': filename}
+            # This naming convention assumes we follow the convention from the munge_phoenix_models.py code.
             _, T_effective, log_g, metallicity, alpha = os.path.splitext(filename)[0].split('_')
             record_attributes = {'filename': filename,
                                  'location': location,
@@ -61,4 +66,9 @@ def get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha)
         query &= PhoenixModel.metallicity == metallicity
         query &= PhoenixModel.alpha == alpha
         model = db_session.query(PhoenixModel).filter(query).first()
+        if model is None:
+            logger.error('Phoenix model does not exist for these parameters',
+                         extra_tags={'T_effective': T_effective, 'log_g': log_g,
+                                     'metallicity': metallicity, 'alpha': alpha})
+            raise ValueError('Phoenix Model Missing')
     return model
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index e7f72efb..faca56b7 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -198,6 +198,8 @@ def init(configdb):
     os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --elevation 2198 --timezone -4 --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --instrument-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --instrument-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
+    os.system(f'banzai_nres_populate_phoenix_models --model-location {settings.PHOENIX_WAVELENGTH_FILE_LOCATION} \
+                --db-address={os.environ["DB_ADDRESS"]}')
     for instrument in INSTRUMENTS:
         for bpm_filename in glob(os.path.join(DATA_ROOT, instrument, 'bpm/*bpm*')):
             logger.info(f'adding bpm {bpm_filename} to the database')

From 029d9d9245962d27639cd2c928b46a25a78c5414 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 11 Aug 2020 11:13:14 -0400
Subject: [PATCH 246/303] More fixes to populate phoenix models correctly.

---
 banzai_nres/data/munge_phoenix_models.py |  8 ++---
 banzai_nres/dbs.py                       |  3 +-
 banzai_nres/phoenix.py                   | 32 +++++++++++++++++
 banzai_nres/rv.py                        |  5 ++-
 banzai_nres/tests/test_rv.py             |  2 +-
 banzai_nres/utils/phoenix_utils.py       | 44 +++++++++---------------
 6 files changed, 56 insertions(+), 38 deletions(-)
 create mode 100644 banzai_nres/phoenix.py

diff --git a/banzai_nres/data/munge_phoenix_models.py b/banzai_nres/data/munge_phoenix_models.py
index 5d81a8f7..81a88e5c 100644
--- a/banzai_nres/data/munge_phoenix_models.py
+++ b/banzai_nres/data/munge_phoenix_models.py
@@ -2,11 +2,7 @@
 import numpy as np
 import os
 import argparse
-
-
-def format_plus_minus(value, fmt):
-    output_str = f'{value:{fmt}}'
-    return output_str.replace('+', 'p').replace('-', 'm')
+from banzai_nres.utils import phoenix_utils
 
 
 def main():
@@ -37,7 +33,7 @@ def main():
         logg = hdu[0].header['PHXLOGG']
         metallicity = hdu[0].header['PHXM_H']
         alpha = hdu[0].header['PHXALPHA']
-        output_filename = f'phoenix-{format_plus_minus(int(Teff), "05d")}-{format_plus_minus(logg, "+0.1f")}-{format_plus_minus(metallicity, "+0.1f")}-{format_plus_minus(alpha, "+0.1f")}.fits'
+        output_filename = phoenix_utils.parameters_to_filename(Teff, logg, metallicity, alpha)
         hdu.writeto(os.path.join(args.output_dir, output_filename))
 
     # Truncate and save the wavelength file
diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index 4ec84919..8bda8b1a 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -5,6 +5,7 @@
 import os
 from glob import glob
 import logging
+from banzai_nres.utils import phoenix_utils
 
 
 logger = logging.getLogger('banzai')
@@ -48,7 +49,7 @@ def populate_phoenix_models(model_location, db_address):
                 continue
             equivalence_criteria = {'filename': filename}
             # This naming convention assumes we follow the convention from the munge_phoenix_models.py code.
-            _, T_effective, log_g, metallicity, alpha = os.path.splitext(filename)[0].split('_')
+            T_effective, log_g, metallicity, alpha = phoenix_utils.filename_to_parameters(filename)
             record_attributes = {'filename': filename,
                                  'location': location,
                                  'T_effective': T_effective,
diff --git a/banzai_nres/phoenix.py b/banzai_nres/phoenix.py
new file mode 100644
index 00000000..50ae6180
--- /dev/null
+++ b/banzai_nres/phoenix.py
@@ -0,0 +1,32 @@
+from banzai_nres import settings
+import os
+from astropy.io import fits
+import boto3
+import io
+from banzai_nres.dbs import get_phoenix_model_record
+
+
+class PhoenixModelLoader:
+    def __init__(self):
+        self._wavelengths = self.open_model_fits_file(settings.PHOENIX_WAVELENGTH_FILE_LOCATION,
+                                                      settings.PHOENIX_WAVELENGTH_FILENAME)
+
+    def load(self, db_address, T_effective, log_g, metallicity, alpha):
+        # Load in the template
+        model_record = get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha)
+        flux = self.open_model_fits_file(model_record.location, model_record.filename)
+        return {'wavelength': self._wavelengths, 'flux': flux}
+
+    @staticmethod
+    def open_model_fits_file(file_location, filename):
+        if 's3' in file_location:
+            s3 = boto3.client('s3')
+            buffer = io.BytesIO()
+            s3.download_fileobj(file_location.replace('s3://', ''), filename, buffer)
+            buffer.seek(0)
+            hdu = fits.open(buffer, memmap=False)
+        else:
+            hdu = fits.open(os.path.join(file_location, filename))
+
+        data = hdu[0].data.copy()
+        return data
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index a6c0389b..def2f367 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -1,7 +1,6 @@
 from banzai.stages import Stage
 from banzai.frames import ObservationFrame
 from banzai import dbs
-from astropy.io import fits
 import numpy as np
 from astropy.table import Table
 from astropy import constants
@@ -11,7 +10,7 @@
 from banzai.utils import stats
 import logging
 from banzai_nres.fitting import fit_polynomial
-from banzai_nres.utils import phoenix_utils
+from banzai_nres import phoenix
 
 logger = logging.getLogger('banzai')
 
@@ -93,7 +92,7 @@ class RVCalculator(Stage):
 
     def do_stage(self, image) -> ObservationFrame:
         # Get a G2V template for the moment
-        phoenix_loader = phoenix_utils.PhoenixModelLoader()
+        phoenix_loader = phoenix.PhoenixModelLoader()
         template = phoenix_loader.load(self.runtime_context.db_address, 5700, 4.5, 0.0, 0.0)
         # Pick orders near the center of the detector that have a high Signal to noise and are free of tellurics.
         orders_to_use = np.arange(self.MIN_ORDER_TO_CORRELATE, self.MAX_ORDER_TO_CORRELATE, 1)
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 2904b352..67e2ab5a 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -37,7 +37,7 @@ def test_cross_correlate():
 
 
 @mock.patch('banzai.dbs.get_site')
-@mock.patch('banzai_nres.rv.phoenix_utils.PhoenixModelLoader')
+@mock.patch('banzai_nres.rv.phoenix.PhoenixModelLoader')
 def test_rv(mock_loader, mock_db):
     # parameters that define the test data
     num_orders = 5
diff --git a/banzai_nres/utils/phoenix_utils.py b/banzai_nres/utils/phoenix_utils.py
index 564f9f97..21688a44 100644
--- a/banzai_nres/utils/phoenix_utils.py
+++ b/banzai_nres/utils/phoenix_utils.py
@@ -1,32 +1,22 @@
-from banzai_nres import settings
-import os
-from astropy.io import fits
-import boto3
-import io
-from banzai_nres.dbs import get_phoenix_model_record
+def plus_minus_to_pm(value, fmt):
+    output_str = f'{value:{fmt}}'
+    return output_str.replace('+', 'p').replace('-', 'm')
 
 
-class PhoenixModelLoader:
-    def __init__(self):
-        _wavelengths = self.open_model_fits_file(settings.PHOENIX_WAVELENGTH_FILE_LOCATION,
-                                                 settings.PHOENIX_WAVELENGTH_FILENAME)
+def pm_to_plus_minus(value):
+    return value.replace('p', '+').replace('m', '-')
 
-    def load(self, db_address, T_effective, log_g, metallicity, alpha):
-        # Load in the template
-        model_record = get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha)
-        flux = self.open_model_fits_file(model_record.location, model_record.filename)
-        return {'wavelength': self._wavelengths, 'flux': flux}
 
-    @staticmethod
-    def open_model_fits_file(file_location, filename):
-        if 's3' in file_location:
-            s3 = boto3.client('s3')
-            buffer = io.BytesIO()
-            s3.download_fileobj(file_location.replace('s3://', ''), filename, buffer)
-            buffer.seek(0)
-            hdu = fits.open(buffer, memmap=False)
-        else:
-            hdu = fits.open(os.path.join(file_location, filename))
+def filename_to_parameters(filename):
+    _, T_effective, log_g, metallicity, alpha = filename.split('-')
+    T_effective = int(pm_to_plus_minus(T_effective))
+    log_g = float(pm_to_plus_minus(log_g))
+    metallicity = float(pm_to_plus_minus(metallicity))
+    alpha = float(pm_to_plus_minus(alpha))
+    return T_effective, log_g, metallicity, alpha
 
-        data = hdu[0].data.copy()
-        return data
+
+def parameters_to_filename(T_effective, log_g, metallicity, alpha):
+    filename =  f'phoenix-{plus_minus_to_pm(int(T_effective), "05d")}-{plus_minus_to_pm(log_g, "+0.1f")}'
+    filename += f'-{plus_minus_to_pm(metallicity, "+0.1f")}-{plus_minus_to_pm(alpha, "+0.1f")}.fits'
+    return filename

From 913c6a3bc3fdb86e0314bec515e43c69a782a2c3 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 11 Aug 2020 11:17:37 -0400
Subject: [PATCH 247/303] More fixes to populate phoenix models correctly.

---
 banzai_nres/utils/phoenix_utils.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/utils/phoenix_utils.py b/banzai_nres/utils/phoenix_utils.py
index 21688a44..5b613274 100644
--- a/banzai_nres/utils/phoenix_utils.py
+++ b/banzai_nres/utils/phoenix_utils.py
@@ -8,7 +8,7 @@ def pm_to_plus_minus(value):
 
 
 def filename_to_parameters(filename):
-    _, T_effective, log_g, metallicity, alpha = filename.split('-')
+    _, T_effective, log_g, metallicity, alpha = filename.replace('.fits', '').split('-')
     T_effective = int(pm_to_plus_minus(T_effective))
     log_g = float(pm_to_plus_minus(log_g))
     metallicity = float(pm_to_plus_minus(metallicity))

From 51a0394faac3ecb181baa74d4774ee308a13e140 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 13 Aug 2020 12:57:08 -0400
Subject: [PATCH 248/303] removed phoenix wavelengths file from env variables
 and added it to the db.

---
 banzai_nres/dbs.py                 | 17 ++++++++++++++++-
 banzai_nres/phoenix.py             |  9 +++++----
 banzai_nres/settings.py            |  4 ----
 banzai_nres/utils/phoenix_utils.py |  2 +-
 4 files changed, 22 insertions(+), 10 deletions(-)

diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index 8bda8b1a..f91687fa 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -23,6 +23,14 @@ class PhoenixModel(Base):
     Index('idx_model', 'T_effective', 'log_g', 'metallicity', 'alpha')
 
 
+class ResourceFile(Base):
+    __tablename__ = 'resourcefiles'
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    key = Column(String(100), unique=True, index=True)
+    filename = Column(String(100), unique=True)
+    location = Column(String(150))
+
+
 def create_nres_db(db_address):
     create_db(db_address)
 
@@ -46,7 +54,8 @@ def populate_phoenix_models(model_location, db_address):
                 location = os.path.dirname(model_file)
 
             if 'wave' in filename.lower():
-                continue
+                banzai.dbs.add_or_update_record(db_session, ResourceFile, {'key': 'phoenix_wavelengths'},
+                                                {'fileanme': filename, 'location': location, 'key': 'phoenix_wavelengths'})
             equivalence_criteria = {'filename': filename}
             # This naming convention assumes we follow the convention from the munge_phoenix_models.py code.
             T_effective, log_g, metallicity, alpha = phoenix_utils.filename_to_parameters(filename)
@@ -73,3 +82,9 @@ def get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha)
                                      'metallicity': metallicity, 'alpha': alpha})
             raise ValueError('Phoenix Model Missing')
     return model
+
+
+def get_resource_file(db_address, key):
+    with banzai.dbs.get_session(db_address=db_address) as db_session:
+        resource_file = db_session.query(ResourceFile).filter(ResourceFile.key == key).first()
+    return resource_file
diff --git a/banzai_nres/phoenix.py b/banzai_nres/phoenix.py
index 50ae6180..d8c510b1 100644
--- a/banzai_nres/phoenix.py
+++ b/banzai_nres/phoenix.py
@@ -3,13 +3,14 @@
 from astropy.io import fits
 import boto3
 import io
-from banzai_nres.dbs import get_phoenix_model_record
+from banzai_nres.dbs import get_phoenix_model_record, get_resource_file
 
 
 class PhoenixModelLoader:
-    def __init__(self):
-        self._wavelengths = self.open_model_fits_file(settings.PHOENIX_WAVELENGTH_FILE_LOCATION,
-                                                      settings.PHOENIX_WAVELENGTH_FILENAME)
+    def __init__(self, db_address):
+        phoenix_wavelength_record = get_resource_file(db_address, 'phoenix_wavelengths')
+        self._wavelengths = self.open_model_fits_file(phoenix_wavelength_record.location,
+                                                      phoenix_wavelength_record.filename)
 
     def load(self, db_address, T_effective, log_g, metallicity, alpha):
         # Load in the template
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 0ea4d079..8564d278 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -152,7 +152,3 @@
                                 'PROFILE': 'float32',
                                 'WAVELENGTH': 'float64',
                                 }
-
-
-PHOENIX_WAVELENGTH_FILE_LOCATION = os.getenv('PHOENIX_WAVELENGTH_FILE_LOCATION', 's3://banzai-nres-phoenix-models-lco-global')
-PHOENIX_WAVELENGTH_FILENAME = os.getenv('PHOENIX_WAVELENGTH_FILENAME', 'phoenix_wavelength.fits')
diff --git a/banzai_nres/utils/phoenix_utils.py b/banzai_nres/utils/phoenix_utils.py
index 5b613274..7240dc1f 100644
--- a/banzai_nres/utils/phoenix_utils.py
+++ b/banzai_nres/utils/phoenix_utils.py
@@ -17,6 +17,6 @@ def filename_to_parameters(filename):
 
 
 def parameters_to_filename(T_effective, log_g, metallicity, alpha):
-    filename =  f'phoenix-{plus_minus_to_pm(int(T_effective), "05d")}-{plus_minus_to_pm(log_g, "+0.1f")}'
+    filename = f'phoenix-{plus_minus_to_pm(int(T_effective), "05d")}-{plus_minus_to_pm(log_g, "+0.1f")}'
     filename += f'-{plus_minus_to_pm(metallicity, "+0.1f")}-{plus_minus_to_pm(alpha, "+0.1f")}.fits'
     return filename

From f9bad67684b79984f77d09c754d1673c434ab1e1 Mon Sep 17 00:00:00 2001
From: captain-exoplanet <mjohnson@lco.global>
Date: Thu, 13 Aug 2020 10:09:57 -0700
Subject: [PATCH 249/303] Modifying example reduction notebook for phoenix
 model structure is in progress

---
 ExampleReduction.ipynb | 19 +++++++++++++++++--
 1 file changed, 17 insertions(+), 2 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index a651ef10..f625f2cb 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -88,7 +88,11 @@
     "raw_data_dir = 'test_data/lsc/nres01/20180313/raw'\n",
     "os.makedirs(raw_data_dir, exist_ok=True)\n",
     "bpm_dir = 'test_data/lsc/nres01/bpm/'\n",
-    "os.makedirs(bpm_dir, exist_ok=True)"
+    "os.makedirs(bpm_dir, exist_ok=True)\n",
+    "phoenix_dir = 'test_data/phoenix_models'\n",
+    "os.makedirs(phoenix_dir, exist_ok=True)\n",
+    "raw_phoenix_dir = 'test_data/raw_phoenix_models'\n",
+    "os.makedirs(raw_phoenix_dir, exist_ok=True)"
    ]
   },
   {
@@ -146,6 +150,17 @@
     "    f.write(requests.get(frame_info['url']).content)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Download the phoenix models\n",
+    "os.system(f'wget ftp://phoenix.astro.physik.uni-goettingen.de/v2.0/HiResFITS/PHOENIX-ACES-AGSS-COND-2011/Z-0.0/lte05700-4.50-0.0.PHOENIX-ACES-AGSS-COND-2011-HiRes.fits {raw_phoenix_dir}/')\n",
+    "os.system(f'wget ftp://phoenix.astro.physik.uni-goettingen.de/v2.0/HiResFITS/WAVE_PHOENIX-ACES-AGSS-COND-2011.fits {raw_phoenix_dir}/')"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -357,7 +372,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.3"
+   "version": "3.8.2"
   }
  },
  "nbformat": 4,

From 35e90c34d2b8d1cf9559f4d7a2d20bd31703077c Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 13 Aug 2020 15:05:23 -0400
Subject: [PATCH 250/303] Typo fix in phoenix loader initialization.

---
 banzai_nres/rv.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index def2f367..5e5e42bf 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -92,7 +92,7 @@ class RVCalculator(Stage):
 
     def do_stage(self, image) -> ObservationFrame:
         # Get a G2V template for the moment
-        phoenix_loader = phoenix.PhoenixModelLoader()
+        phoenix_loader = phoenix.PhoenixModelLoader(self.runtime_context.db_address))
         template = phoenix_loader.load(self.runtime_context.db_address, 5700, 4.5, 0.0, 0.0)
         # Pick orders near the center of the detector that have a high Signal to noise and are free of tellurics.
         orders_to_use = np.arange(self.MIN_ORDER_TO_CORRELATE, self.MAX_ORDER_TO_CORRELATE, 1)

From d7928eedafc895f533ff65bbb5f4de79dbafc309 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 14 Aug 2020 10:50:35 -0400
Subject: [PATCH 251/303] Typo fix.

---
 banzai_nres/rv.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 5e5e42bf..87635ff0 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -92,7 +92,7 @@ class RVCalculator(Stage):
 
     def do_stage(self, image) -> ObservationFrame:
         # Get a G2V template for the moment
-        phoenix_loader = phoenix.PhoenixModelLoader(self.runtime_context.db_address))
+        phoenix_loader = phoenix.PhoenixModelLoader(self.runtime_context.db_address)
         template = phoenix_loader.load(self.runtime_context.db_address, 5700, 4.5, 0.0, 0.0)
         # Pick orders near the center of the detector that have a high Signal to noise and are free of tellurics.
         orders_to_use = np.arange(self.MIN_ORDER_TO_CORRELATE, self.MAX_ORDER_TO_CORRELATE, 1)

From 5ca5830dae8b24e20573776eb94fc545136c4de2 Mon Sep 17 00:00:00 2001
From: captain-exoplanet <mjohnson@lco.global>
Date: Fri, 14 Aug 2020 07:52:42 -0700
Subject: [PATCH 252/303] Fixed typo

---
 ExampleReduction.ipynb | 82 +++++++++++++++++++++++++++++++++++-------
 banzai_nres/rv.py      |  2 +-
 2 files changed, 70 insertions(+), 14 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index f625f2cb..65583769 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,7 +48,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -61,9 +61,53 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-14 07:50:18.196     INFO: <ipython-input-8-a316e9ee0e42>: adding bpm test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:28.906     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:29.148     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:29.196     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:29.222     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:29.222     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:29.270     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:29.271     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:29.686     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:30.383     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:30.388    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:32.610     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:32.933     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:32.981     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:33.002     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:33.003     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:33.024     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:33.025     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:33.654     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:34.577     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:34.581    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:36.914     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:37.153     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:37.198     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:37.218     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:37.218     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:37.240     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:37.240     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-14 07:50:37.685     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:38.494     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-14 07:50:38.499    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    }
+   ],
    "source": [
     "# set up the context object.\n",
     "import banzai.main\n",
@@ -80,7 +124,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -97,7 +141,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -156,9 +200,12 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "#Download the phoenix models\n",
-    "os.system(f'wget ftp://phoenix.astro.physik.uni-goettingen.de/v2.0/HiResFITS/PHOENIX-ACES-AGSS-COND-2011/Z-0.0/lte05700-4.50-0.0.PHOENIX-ACES-AGSS-COND-2011-HiRes.fits {raw_phoenix_dir}/')\n",
-    "os.system(f'wget ftp://phoenix.astro.physik.uni-goettingen.de/v2.0/HiResFITS/WAVE_PHOENIX-ACES-AGSS-COND-2011.fits {raw_phoenix_dir}/')"
+    "#Download the phoenix models and get them into the correct format. \n",
+    "#Likewise, do not run if you have already downloaded the data.\n",
+    "os.system(f'wget ftp://phoenix.astro.physik.uni-goettingen.de/v2.0/HiResFITS/PHOENIX-ACES-AGSS-COND-2011/Z-0.0/lte05700-4.50-0.0.PHOENIX-ACES-AGSS-COND-2011-HiRes.fits -P {raw_phoenix_dir}/')\n",
+    "os.system(f'wget ftp://phoenix.astro.physik.uni-goettingen.de/v2.0/HiResFITS/WAVE_PHOENIX-ACES-AGSS-COND-2011.fits -P {raw_phoenix_dir}/')\n",
+    "\n",
+    "os.system(f'banzai_nres_munge_phoenix --input-dir={raw_phoenix_dir} --output-dir={phoenix_dir}')"
    ]
   },
   {
@@ -171,12 +218,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
     "# THIS MAKES A FRESH DATABASE. DO NOT RUN ME UNLESS YOU WANT TO DELETE YOUR test.db AND MAKE A FRESH ONE\n",
-    "os.system(f'banzai_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "full_phoenix_path=os.path.join(os.getcwd(),phoenix_dir)\n",
+    "os.system(f'banzai_nres_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_nres_populate_phoenix_models --model-location={full_phoenix_path} --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --elevation 2027 --timezone -6 --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --elevation 2198 --timezone -4 --db-address={os.environ[\"DB_ADDRESS\"]}')   \n",
     "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --instrument-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
@@ -354,6 +403,13 @@
     "for science_file in science_files: \n",
     "    run_pipeline_stages([{'path': science_file}], context)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 5e5e42bf..87635ff0 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -92,7 +92,7 @@ class RVCalculator(Stage):
 
     def do_stage(self, image) -> ObservationFrame:
         # Get a G2V template for the moment
-        phoenix_loader = phoenix.PhoenixModelLoader(self.runtime_context.db_address))
+        phoenix_loader = phoenix.PhoenixModelLoader(self.runtime_context.db_address)
         template = phoenix_loader.load(self.runtime_context.db_address, 5700, 4.5, 0.0, 0.0)
         # Pick orders near the center of the detector that have a high Signal to noise and are free of tellurics.
         orders_to_use = np.arange(self.MIN_ORDER_TO_CORRELATE, self.MAX_ORDER_TO_CORRELATE, 1)

From bc28693ff02822e2d62649b1ed2a6a2294e29f12 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 14 Aug 2020 11:04:34 -0400
Subject: [PATCH 253/303] Typo fix.

---
 banzai_nres/dbs.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index f91687fa..f47745e5 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -56,6 +56,7 @@ def populate_phoenix_models(model_location, db_address):
             if 'wave' in filename.lower():
                 banzai.dbs.add_or_update_record(db_session, ResourceFile, {'key': 'phoenix_wavelengths'},
                                                 {'fileanme': filename, 'location': location, 'key': 'phoenix_wavelengths'})
+                continue
             equivalence_criteria = {'filename': filename}
             # This naming convention assumes we follow the convention from the munge_phoenix_models.py code.
             T_effective, log_g, metallicity, alpha = phoenix_utils.filename_to_parameters(filename)

From c63f11c9ac69e2ebf8c7b55f9c31c6478254a1b8 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 14 Aug 2020 11:09:31 -0400
Subject: [PATCH 254/303] Typo fix.

---
 banzai_nres/dbs.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index f47745e5..75f1bec7 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -55,7 +55,7 @@ def populate_phoenix_models(model_location, db_address):
 
             if 'wave' in filename.lower():
                 banzai.dbs.add_or_update_record(db_session, ResourceFile, {'key': 'phoenix_wavelengths'},
-                                                {'fileanme': filename, 'location': location, 'key': 'phoenix_wavelengths'})
+                                                {'filename': filename, 'location': location, 'key': 'phoenix_wavelengths'})
                 continue
             equivalence_criteria = {'filename': filename}
             # This naming convention assumes we follow the convention from the munge_phoenix_models.py code.

From f073f4d47fc93c53991e16663843012c511eab82 Mon Sep 17 00:00:00 2001
From: captain-exoplanet <mjohnson@lco.global>
Date: Fri, 14 Aug 2020 09:02:53 -0700
Subject: [PATCH 255/303] Finished updating ExampleReduction.ipynb to work with
 phoenix model update

---
 ExampleReduction.ipynb | 69 ++++++------------------------------------
 1 file changed, 9 insertions(+), 60 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 65583769..b9303d94 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,7 +48,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -61,53 +61,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-14 07:50:18.196     INFO: <ipython-input-8-a316e9ee0e42>: adding bpm test_data/lsc/nres01/bpm/bpm-lsc-nres01-fl09-20180215.fits.fz to the database | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:28.906     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:29.148     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:29.196     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:29.222     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:29.222     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:29.270     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:29.271     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:29.686     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:30.383     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:30.388    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0042-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:32.610     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:32.933     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:32.981     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:33.002     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:33.003     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:33.024     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:33.025     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:33.654     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:34.577     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:34.581    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0043-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:36.914     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:37.153     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:37.198     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:37.218     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:37.218     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:37.240     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:37.240     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-14 07:50:37.685     INFO:          stages: Running banzai.stages.BiasMasterLevelSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:38.494     INFO:          stages: Running banzai.stages.BiasComparer | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-14 07:50:38.499    ERROR:    calibrations: No master bias to compare to, Flagging image as bad. | {\"filename\": \"lscnrs01-fl09-20180313-0044-b00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"BIAS\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# set up the context object.\n",
     "import banzai.main\n",
@@ -124,7 +80,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -141,7 +97,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -218,7 +174,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -403,13 +359,6 @@
     "for science_file in science_files: \n",
     "    run_pipeline_stages([{'path': science_file}], context)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {

From 003e05cba1780ec727a1c0559eb047d43d7ca139 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 14 Aug 2020 14:44:33 -0400
Subject: [PATCH 256/303] Added an environment variable to control where the
 phoenix models are for e2e tests.

---
 banzai_nres/phoenix.py        | 1 -
 banzai_nres/settings.py       | 5 +++--
 banzai_nres/tests/test_e2e.py | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/banzai_nres/phoenix.py b/banzai_nres/phoenix.py
index d8c510b1..2df85b65 100644
--- a/banzai_nres/phoenix.py
+++ b/banzai_nres/phoenix.py
@@ -1,4 +1,3 @@
-from banzai_nres import settings
 import os
 from astropy.io import fits
 import boto3
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 8564d278..5c2ba200 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -144,11 +144,12 @@
                                       'LAMPFLAT': ['SPECTRUM', 'BPM', 'ERR', 'TRACES', 'PROFILE', 'BLAZE'],
                                       'DOUBLE': ['SPECTRUM', 'BPM', 'ERR', 'TRACES', 'PROFILE', 'BLAZE', 'WAVELENGTH', 'FEATURES']}
 
-REDUCED_DATA_EXTENSION_TYPES = {
-                                'ERR': 'float32',
+REDUCED_DATA_EXTENSION_TYPES = {'ERR': 'float32',
                                 'BPM': 'uint8',
                                 'SPECTRUM': 'float32',
                                 'TRACES': 'int32',  # try uint8
                                 'PROFILE': 'float32',
                                 'WAVELENGTH': 'float64',
                                 }
+
+PHOENIX_MODEL_LOCATION = os.getenv('PHOENIX_FILE_LOCATION', 's3://banzai-nres-phoenix-models-lco-global')
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index faca56b7..6ef628d4 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -198,7 +198,7 @@ def init(configdb):
     os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --elevation 2198 --timezone -4 --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --instrument-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --instrument-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
-    os.system(f'banzai_nres_populate_phoenix_models --model-location {settings.PHOENIX_WAVELENGTH_FILE_LOCATION} \
+    os.system(f'banzai_nres_populate_phoenix_models --model-location {} \
                 --db-address={os.environ["DB_ADDRESS"]}')
     for instrument in INSTRUMENTS:
         for bpm_filename in glob(os.path.join(DATA_ROOT, instrument, 'bpm/*bpm*')):

From 73666f45ac47c13697d9dd21d503ea4b4fb01efc Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 14 Aug 2020 14:45:17 -0400
Subject: [PATCH 257/303] Added an environment variable to control where the
 phoenix models are for e2e tests.

---
 banzai_nres/tests/test_e2e.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 6ef628d4..79e84465 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -198,7 +198,7 @@ def init(configdb):
     os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --elevation 2198 --timezone -4 --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --instrument-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --instrument-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
-    os.system(f'banzai_nres_populate_phoenix_models --model-location {} \
+    os.system(f'banzai_nres_populate_phoenix_models --model-location {settings.PHOENIX_MODEL_LOCATION} \
                 --db-address={os.environ["DB_ADDRESS"]}')
     for instrument in INSTRUMENTS:
         for bpm_filename in glob(os.path.join(DATA_ROOT, instrument, 'bpm/*bpm*')):

From c0fef12c0e884c95ec84e56a7603682d968d083a Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 24 Aug 2020 13:54:43 -0700
Subject: [PATCH 258/303] converted pheonix models to air to agree with nres

---
 banzai_nres/continuum.py                 | 24 ++++++++++-------
 banzai_nres/data/munge_phoenix_models.py |  9 +++++--
 banzai_nres/rv.py                        | 33 +++++++++++++++++-------
 banzai_nres/utils/wavelength_utils.py    | 16 ++++++++++++
 4 files changed, 61 insertions(+), 21 deletions(-)

diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index 03aa1a8e..385dd628 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -18,19 +18,13 @@ def do_stage(self, image) -> NRESObservationFrame:
             blaze_corrected_flux = spectrum['flux'] / spectrum['blaze']
             blaze_corrected_error = blaze_corrected_flux * np.sqrt((spectrum['uncertainty'] / spectrum['flux']) ** 2.0 + (spectrum['blaze_error'] / spectrum['blaze']) ** 2.0)
             detector_resolution = 4  # pixels
-            # identify features quickly
-            first_derivative = np.hstack([[0], blaze_corrected_flux[1:] - blaze_corrected_flux[:-1]])
-            mad = median_absolute_deviation(first_derivative)
-            features = np.abs(first_derivative) > 1.5 * mad
-            # Mask features
+            # instantiate the mask
             mask = np.zeros_like(blaze_corrected_flux, dtype=int)
-            mask[features] = 1
+            # identify absorption or emission features
+            mask = mark_absorption_or_emission_features(mask, blaze_corrected_flux, int(detector_resolution))
             # Mask the prohibited wavelength regions.
             for mask_region in WAVELENGTHS_TO_MASK:
                 mask[np.logical_and(spectrum['wavelength'] >= min(mask_region), spectrum['wavelength'] <= max(mask_region))] = 1
-            # Mask the immediate +- pixels around each absorption feature as well.
-            # 2 binary dilations work too, but we will binary dilate up to the detector resolution.
-            mask = binary_dilation(mask, iterations=int(detector_resolution))
             # do the fit.
             best_fit = fit_polynomial(blaze_corrected_flux, blaze_corrected_error, x=spectrum['wavelength'],
                                       order=3, sigma=5, mask=mask)
@@ -39,3 +33,15 @@ def do_stage(self, image) -> NRESObservationFrame:
             # adds is complicated enough to track that we do not attempt that here.
             image.spectrum[fiber, order, 'normuncertainty'] = blaze_corrected_error / best_fit(spectrum['wavelength'])
         return image
+
+
+def mark_absorption_or_emission_features(mask, flux, line_width):
+    first_derivative = np.hstack([[0], flux[1:] - flux[:-1]])
+    mad = median_absolute_deviation(first_derivative)
+    features = np.abs(first_derivative) > 1.5 * mad
+    # Mask features
+    mask[features] = 1
+    # Mask the immediate +- pixels around each absorption feature as well.
+    # we binary dilate up to the width of the absorption lines so that we cover their wings as well.
+    mask = binary_dilation(mask, iterations=line_width)
+    return mask
\ No newline at end of file
diff --git a/banzai_nres/data/munge_phoenix_models.py b/banzai_nres/data/munge_phoenix_models.py
index 81a88e5c..11c9e856 100644
--- a/banzai_nres/data/munge_phoenix_models.py
+++ b/banzai_nres/data/munge_phoenix_models.py
@@ -3,6 +3,7 @@
 import os
 import argparse
 from banzai_nres.utils import phoenix_utils
+from banzai_nres.utils.wavelength_utils import index_of_refraction
 
 
 def main():
@@ -21,6 +22,7 @@ def main():
                 model_files.append(os.path.join(root, file))
 
     # Find the indices that correspond to the optical region
+    # NOTE PHEONIX WAVELENGTHS ARE IN VACUUM WHEN LOADED IN
     wavelength_hdu = fits.open(wavelength_filename)
     optical = np.logical_and(wavelength_hdu[0].data >= 3000.0, wavelength_hdu[0].data <= 10000.0)
 
@@ -36,6 +38,9 @@ def main():
         output_filename = phoenix_utils.parameters_to_filename(Teff, logg, metallicity, alpha)
         hdu.writeto(os.path.join(args.output_dir, output_filename))
 
-    # Truncate and save the wavelength file
-    wavelength_hdu[0].data = wavelength_hdu[0].data[optical]
+    # convert wavelengths to air to agree with NRES
+    wavelength_hdu[0].data = wavelength_hdu[0].data[optical]/index_of_refraction(wavelength_hdu[0].data[optical])
+    # TODO CHANGE THE NRES INPUT LINE LIST SO THAT IT IS CALIBRATED IN VACUUM AND THEN DO NOT
+    #  DIVIDE THE TEMPLATE WAVELENGTHS BY n (converting to air)
+    # save the model
     wavelength_hdu.writeto(os.path.join(args.output_dir, 'phoenix_wavelength.fits'))
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 4cd0dc9c..96506209 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -2,7 +2,7 @@
 from banzai.frames import ObservationFrame
 from banzai import dbs
 import numpy as np
-from astropy.table import Table
+from astropy.table import Table, hstack
 from astropy import constants
 from astropy.time import Time
 from astropy.coordinates import SkyCoord, EarthLocation, solar_system_ephemeris
@@ -11,6 +11,7 @@
 import logging
 from banzai_nres.fitting import fit_polynomial
 from banzai_nres import phoenix
+from banzai_nres.continuum import mark_absorption_or_emission_features
 
 logger = logging.getLogger('banzai')
 
@@ -75,12 +76,21 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
         relevant_region = np.logical_and(template['wavelength'] >= np.min(order['wavelength']) - 1.0,
                                          template['wavelength'] <= np.max(order['wavelength']) + 1.0)
         template_to_fit = {'wavelength': template['wavelength'][relevant_region], 'flux': template['flux'][relevant_region]}
-        # Assume that the models are about S/N = 1000
-        template_error = 1e-3 * template_to_fit['flux']
-        # TODO reject absorption lines prior to fit. refactor method from continuum.ContinuumNormalizer into its own function
-        continuum_model = fit_polynomial(template_to_fit['flux'], template_error, x=template_to_fit['wavelength'])
+        # continuum normalize template
+        # Assume that the models are about S/N = 100
+        template_error = 1e-2 * template_to_fit['flux']
+        mask = np.zeros_like(template_to_fit['flux'])
+        # reject absorption lines
+        mask = mark_absorption_or_emission_features(mask, template_to_fit['flux'], 10)
+        #
+        continuum_model = fit_polynomial(template_to_fit['flux'], template_error, x=template_to_fit['wavelength'],
+                                         order=3, mask=mask)
         normalized_template = {'wavelength': template_to_fit['wavelength'],
                                'flux': template_to_fit['flux'] / continuum_model(template_to_fit['wavelength'])}
+        # NOTE PHOENIX WAVELENGTHS ARE CONVERTED TO AIR UPON INGESTION INTO BANZAINRES
+        # NRES WAVELENGTHS ARE TIED TO WHATEVER LINE LIST WAS USED (e.g. nres wavelengths will be in air if ThAr atlas
+        # was used, and they will be in vacuum if a vacuum line list was used.).
+        # AS OF Aug 24 2020, NRES WAVELENGTHS ARE IN AIR.
         x_cor = cross_correlate(velocities, order['wavelength'], order['normflux'], order['normuncertainty'],
                                 normalized_template['wavelength'], normalized_template['flux'])
         ccfs.append({'order': i, 'v': velocities, 'xcor': x_cor})
@@ -99,18 +109,18 @@ def do_stage(self, image) -> ObservationFrame:
         orders_to_use = np.arange(self.MIN_ORDER_TO_CORRELATE, self.MAX_ORDER_TO_CORRELATE, 1)
 
         # for steps in 1 km/s from -2000 to +2000 km/s
-        velocities = np.arange(-2000, 2001, 1)
+        coarse_velocities = np.arange(-2000, 2001, 1)
 
-        coarse_ccfs = cross_correlate_over_traces(image, orders_to_use, velocities, template)
+        coarse_ccfs = cross_correlate_over_traces(image, orders_to_use, coarse_velocities, template)
 
         # take the peak
-        velocity_peaks = np.array([velocities[np.argmax(ccf['xcor'])] for ccf in coarse_ccfs])
+        velocity_peaks = np.array([coarse_velocities[np.argmax(ccf['xcor'])] for ccf in coarse_ccfs])
         best_v = stats.sigma_clipped_mean(velocity_peaks, 3.0)
         velocities = np.arange(best_v - 2, best_v + 2 + 1e-4, 1e-3)
 
-        final_ccfs = cross_correlate_over_traces(image, orders_to_use, velocities, template)
+        ccfs = cross_correlate_over_traces(image, orders_to_use, velocities, template)
 
-        rvs_per_order = np.array([ccf['v'][np.argmax(ccf['xcor'])] for ccf in final_ccfs])
+        rvs_per_order = np.array([ccf['v'][np.argmax(ccf['xcor'])] for ccf in ccfs])
         # Calculate the peak v (converting to m/s) in the spectrograph frame
         rv_measured = stats.sigma_clipped_mean(rvs_per_order, 3.0) * 1000
 
@@ -135,5 +145,8 @@ def do_stage(self, image) -> ObservationFrame:
         image.meta['TCOREPOS'] = 'ERFA', 'Source of Earth position'
         image.meta['TCORSYST'] = 'BJD_TDB ', 'Ref. frame_timesystem of TCORR column'
         image.meta['PLEPHEM'] = solar_system_ephemeris.get(), 'Source of planetary ephemerides'
+        # save the fine + coarse ccfs together
+        final_ccfs = hstack(coarse_ccfs, ccfs)
+        final_ccfs.sort('v')
         image.ccf = final_ccfs
         return image
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index 7d4e927c..bd9a85b7 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -28,6 +28,22 @@ def identify_features(data, err, mask=None, nsigma=2., fwhm=6.0, **kwargs):
     return features
 
 
+def index_of_refraction(vacuum_wavelength):
+    """
+    From Ciddor 1996, Also (copied from Ciddor 1996): See T.-O. Husser et al.: A new extensive library of PHOENIX stellar
+    atmospheres and synthetic spectra: https://www.aanda.org/articles/aa/pdf/2013/05/aa19058-12.pdf. Equation 9 and 10.
+    :param vacuum_wavelength: wavelength in vacuum
+    :return: index of refraction at that wavelength.
+    Comments:
+    Standard air: dry air at 15 °C, 101.325 kPa and with 450 ppm CO2 content.
+    wavelength_vacuum: true
+    temperature: 15 °C
+    pressure: 101325 Pa
+    """
+    sig2 = (1E4/vacuum_wavelength)**2
+    return 1 + 0.05792105/(238.0185 - sig2) + 0.00167917/(57.362 - sig2)
+
+
 def group_features_by_trace(features, traces):
     """
     :return: features.

From 38d449d61a73dfcd008d09a5ff090d1de48d1118 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 26 Aug 2020 16:20:02 -0700
Subject: [PATCH 259/303] added a new line at the end of continuum.py

---
 banzai_nres/continuum.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index 385dd628..3269f8ae 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -44,4 +44,4 @@ def mark_absorption_or_emission_features(mask, flux, line_width):
     # Mask the immediate +- pixels around each absorption feature as well.
     # we binary dilate up to the width of the absorption lines so that we cover their wings as well.
     mask = binary_dilation(mask, iterations=line_width)
-    return mask
\ No newline at end of file
+    return mask

From 52236201b6c8643f77b50a382d2be3c1bef8b5a2 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 27 Aug 2020 11:32:35 -0700
Subject: [PATCH 260/303] continuum fitter only operates on science fiber.

---
 ExampleReduction.ipynb              | 206 ++++++++++++++++++++++++++--
 banzai_nres/continuum.py            |  37 ++---
 banzai_nres/tests/test_continuum.py |  17 +++
 setup.cfg                           |   2 +
 4 files changed, 235 insertions(+), 27 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index b9303d94..4f579554 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,7 +48,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -61,9 +61,190 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 10:53:28.033     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:28.231     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:28.265     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:28.296     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:28.297     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:28.335     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:28.336     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:28.595     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:29.304     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:29.513     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:29.638     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:30.333     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:30.503     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:31.806     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:31.928     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:32.640     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:34.311     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:34.441     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:53:50.132     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.690     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.691     INFO:             log: Science fiber is 0 | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.694     INFO:             log: fitting continuum for order, fiber: (51.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.713     INFO:             log: fitting continuum for order, fiber: (51.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.722     INFO:             log: fitting continuum for order, fiber: (52.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.731     INFO:             log: fitting continuum for order, fiber: (52.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.740     INFO:             log: fitting continuum for order, fiber: (53.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.749     INFO:             log: fitting continuum for order, fiber: (53.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.759     INFO:             log: fitting continuum for order, fiber: (54.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.775     INFO:             log: fitting continuum for order, fiber: (54.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.784     INFO:             log: fitting continuum for order, fiber: (55.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.793     INFO:             log: fitting continuum for order, fiber: (55.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.804     INFO:             log: fitting continuum for order, fiber: (56.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.814     INFO:             log: fitting continuum for order, fiber: (56.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.825     INFO:             log: fitting continuum for order, fiber: (57.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.836     INFO:             log: fitting continuum for order, fiber: (57.0, 0) | {\"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 10:54:05.845     INFO:             log: fitting continuum for order, fiber: (58.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.856     INFO:             log: fitting continuum for order, fiber: (58.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.864     INFO:             log: fitting continuum for order, fiber: (59.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.874     INFO:             log: fitting continuum for order, fiber: (59.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.883     INFO:             log: fitting continuum for order, fiber: (60.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.893     INFO:             log: fitting continuum for order, fiber: (60.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.901     INFO:             log: fitting continuum for order, fiber: (61.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.981     INFO:             log: fitting continuum for order, fiber: (61.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:05.990     INFO:             log: fitting continuum for order, fiber: (62.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.002     INFO:             log: fitting continuum for order, fiber: (62.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.011     INFO:             log: fitting continuum for order, fiber: (63.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.020     INFO:             log: fitting continuum for order, fiber: (63.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.029     INFO:             log: fitting continuum for order, fiber: (64.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.038     INFO:             log: fitting continuum for order, fiber: (64.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.047     INFO:             log: fitting continuum for order, fiber: (65.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.055     INFO:             log: fitting continuum for order, fiber: (65.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.064     INFO:             log: fitting continuum for order, fiber: (66.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.073     INFO:             log: fitting continuum for order, fiber: (66.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.082     INFO:             log: fitting continuum for order, fiber: (67.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.090     INFO:             log: fitting continuum for order, fiber: (67.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.099     INFO:             log: fitting continuum for order, fiber: (68.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.108     INFO:             log: fitting continuum for order, fiber: (68.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.117     INFO:             log: fitting continuum for order, fiber: (69.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.125     INFO:             log: fitting continuum for order, fiber: (69.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.134     INFO:             log: fitting continuum for order, fiber: (70.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.143     INFO:             log: fitting continuum for order, fiber: (70.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.152     INFO:             log: fitting continuum for order, fiber: (71.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.160     INFO:             log: fitting continuum for order, fiber: (71.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.168     INFO:             log: fitting continuum for order, fiber: (72.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.177     INFO:             log: fitting continuum for order, fiber: (72.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.186     INFO:             log: fitting continuum for order, fiber: (73.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.194     INFO:             log: fitting continuum for order, fiber: (73.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.203     INFO:             log: fitting continuum for order, fiber: (74.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.211     INFO:             log: fitting continuum for order, fiber: (74.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.227     INFO:             log: fitting continuum for order, fiber: (75.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.235     INFO:             log: fitting continuum for order, fiber: (75.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.244     INFO:             log: fitting continuum for order, fiber: (76.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.252     INFO:             log: fitting continuum for order, fiber: (76.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.261     INFO:             log: fitting continuum for order, fiber: (77.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.269     INFO:             log: fitting continuum for order, fiber: (77.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.277     INFO:             log: fitting continuum for order, fiber: (78.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.285     INFO:             log: fitting continuum for order, fiber: (78.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.294     INFO:             log: fitting continuum for order, fiber: (79.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.302     INFO:             log: fitting continuum for order, fiber: (79.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.311     INFO:             log: fitting continuum for order, fiber: (80.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.319     INFO:             log: fitting continuum for order, fiber: (80.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.327     INFO:             log: fitting continuum for order, fiber: (81.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.336     INFO:             log: fitting continuum for order, fiber: (81.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.343     INFO:             log: fitting continuum for order, fiber: (82.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.352     INFO:             log: fitting continuum for order, fiber: (82.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.361     INFO:             log: fitting continuum for order, fiber: (83.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.370     INFO:             log: fitting continuum for order, fiber: (83.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.378     INFO:             log: fitting continuum for order, fiber: (84.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.386     INFO:             log: fitting continuum for order, fiber: (84.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.395     INFO:             log: fitting continuum for order, fiber: (85.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.403     INFO:             log: fitting continuum for order, fiber: (85.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.411     INFO:             log: fitting continuum for order, fiber: (86.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.420     INFO:             log: fitting continuum for order, fiber: (86.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.428     INFO:             log: fitting continuum for order, fiber: (87.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.436     INFO:             log: fitting continuum for order, fiber: (87.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.445     INFO:             log: fitting continuum for order, fiber: (88.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.453     INFO:             log: fitting continuum for order, fiber: (88.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.461     INFO:             log: fitting continuum for order, fiber: (89.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.472     INFO:             log: fitting continuum for order, fiber: (89.0, 0) | {\"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 10:54:06.481     INFO:             log: fitting continuum for order, fiber: (90.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.489     INFO:             log: fitting continuum for order, fiber: (90.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.498     INFO:             log: fitting continuum for order, fiber: (91.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.506     INFO:             log: fitting continuum for order, fiber: (91.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.514     INFO:             log: fitting continuum for order, fiber: (92.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.523     INFO:             log: fitting continuum for order, fiber: (92.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.531     INFO:             log: fitting continuum for order, fiber: (93.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.539     INFO:             log: fitting continuum for order, fiber: (93.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.548     INFO:             log: fitting continuum for order, fiber: (94.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.556     INFO:             log: fitting continuum for order, fiber: (94.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.565     INFO:             log: fitting continuum for order, fiber: (95.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.573     INFO:             log: fitting continuum for order, fiber: (95.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.582     INFO:             log: fitting continuum for order, fiber: (96.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.590     INFO:             log: fitting continuum for order, fiber: (96.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.598     INFO:             log: fitting continuum for order, fiber: (97.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.606     INFO:             log: fitting continuum for order, fiber: (97.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.615     INFO:             log: fitting continuum for order, fiber: (98.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.623     INFO:             log: fitting continuum for order, fiber: (98.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.632     INFO:             log: fitting continuum for order, fiber: (99.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.641     INFO:             log: fitting continuum for order, fiber: (99.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.649     INFO:             log: fitting continuum for order, fiber: (100.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.657     INFO:             log: fitting continuum for order, fiber: (100.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.665     INFO:             log: fitting continuum for order, fiber: (101.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.674     INFO:             log: fitting continuum for order, fiber: (101.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.682     INFO:             log: fitting continuum for order, fiber: (102.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.690     INFO:             log: fitting continuum for order, fiber: (102.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.699     INFO:             log: fitting continuum for order, fiber: (103.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.707     INFO:             log: fitting continuum for order, fiber: (103.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.715     INFO:             log: fitting continuum for order, fiber: (104.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.723     INFO:             log: fitting continuum for order, fiber: (104.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.732     INFO:             log: fitting continuum for order, fiber: (105.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.740     INFO:             log: fitting continuum for order, fiber: (105.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.748     INFO:             log: fitting continuum for order, fiber: (106.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.756     INFO:             log: fitting continuum for order, fiber: (106.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.765     INFO:             log: fitting continuum for order, fiber: (107.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.773     INFO:             log: fitting continuum for order, fiber: (107.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.781     INFO:             log: fitting continuum for order, fiber: (108.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.789     INFO:             log: fitting continuum for order, fiber: (108.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.797     INFO:             log: fitting continuum for order, fiber: (109.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.805     INFO:             log: fitting continuum for order, fiber: (109.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.813     INFO:             log: fitting continuum for order, fiber: (110.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.821     INFO:             log: fitting continuum for order, fiber: (110.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.830     INFO:             log: fitting continuum for order, fiber: (111.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.838     INFO:             log: fitting continuum for order, fiber: (111.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.846     INFO:             log: fitting continuum for order, fiber: (112.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.854     INFO:             log: fitting continuum for order, fiber: (112.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.862     INFO:             log: fitting continuum for order, fiber: (113.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.870     INFO:             log: fitting continuum for order, fiber: (113.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.877     INFO:             log: fitting continuum for order, fiber: (114.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.885     INFO:             log: fitting continuum for order, fiber: (114.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.893     INFO:             log: fitting continuum for order, fiber: (115.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.901     INFO:             log: fitting continuum for order, fiber: (115.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.909     INFO:             log: fitting continuum for order, fiber: (116.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.917     INFO:             log: fitting continuum for order, fiber: (116.0, 0) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.925     INFO:             log: fitting continuum for order, fiber: (117.0, 1) | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 10:54:06.928    ERROR:          stages: ['Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/stages.py\", line 47, in run\\n    processed_image = self.do_stage(image_set)\\n', '  File \"/home/gmbrandt/Documents/banzai-nres/banzai_nres/continuum.py\", line 36, in do_stage\\n    order=3, sigma=5, mask=mask)\\n', '  File \"/home/gmbrandt/Documents/banzai-nres/banzai_nres/fitting.py\", line 27, in fit_polynomial\\n    best_fit = fitter(model, x_to_fit, y_to_fit, weights=weights)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/astropy/modeling/fitting.py\", line 176, in wrapper\\n    return func(self, model, x, y, z=z, **kwargs)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/astropy/modeling/fitting.py\", line 507, in __call__\\n    rhs[good], rcond)\\n', '  File \"<__array_function__ internals>\", line 6, in lstsq\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/numpy/linalg/linalg.py\", line 2268, in lstsq\\n    x, resids, rank, s = gufunc(a, b, rcond, signature=signature, extobj=extobj)\\n', 'ValueError: On entry to DLASCL parameter number 4 had an illegal value\\n'] | {\"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 10:54:07.006    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0031-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n"
+     ]
+    }
+   ],
    "source": [
     "# set up the context object.\n",
     "import banzai.main\n",
@@ -232,7 +413,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -351,7 +532,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -359,6 +540,13 @@
     "for science_file in science_files: \n",
     "    run_pipeline_stages([{'path': science_file}], context)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -377,7 +565,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.2"
+   "version": "3.6.8"
   }
  },
  "nbformat": 4,
diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index 3269f8ae..bd14271f 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -14,24 +14,25 @@
 class ContinuumNormalizer(Stage):
     def do_stage(self, image) -> NRESObservationFrame:
         for fiber, order in zip(*image.spectrum.fibers_and_orders):
-            spectrum = image.spectrum[fiber, order]
-            blaze_corrected_flux = spectrum['flux'] / spectrum['blaze']
-            blaze_corrected_error = blaze_corrected_flux * np.sqrt((spectrum['uncertainty'] / spectrum['flux']) ** 2.0 + (spectrum['blaze_error'] / spectrum['blaze']) ** 2.0)
-            detector_resolution = 4  # pixels
-            # instantiate the mask
-            mask = np.zeros_like(blaze_corrected_flux, dtype=int)
-            # identify absorption or emission features
-            mask = mark_absorption_or_emission_features(mask, blaze_corrected_flux, int(detector_resolution))
-            # Mask the prohibited wavelength regions.
-            for mask_region in WAVELENGTHS_TO_MASK:
-                mask[np.logical_and(spectrum['wavelength'] >= min(mask_region), spectrum['wavelength'] <= max(mask_region))] = 1
-            # do the fit.
-            best_fit = fit_polynomial(blaze_corrected_flux, blaze_corrected_error, x=spectrum['wavelength'],
-                                      order=3, sigma=5, mask=mask)
-            image.spectrum[fiber, order, 'normflux'] = blaze_corrected_flux / best_fit(spectrum['wavelength'])
-            # Technically, this should take into account the fit uncertainty using e.g. MCMC but the covariance it
-            # adds is complicated enough to track that we do not attempt that here.
-            image.spectrum[fiber, order, 'normuncertainty'] = blaze_corrected_error / best_fit(spectrum['wavelength'])
+            if np.isclose(fiber, image.science_fiber):
+                spectrum = image.spectrum[fiber, order]
+                blaze_corrected_flux = spectrum['flux'] / spectrum['blaze']
+                blaze_corrected_error = blaze_corrected_flux * np.sqrt((spectrum['uncertainty'] / spectrum['flux']) ** 2.0 + (spectrum['blaze_error'] / spectrum['blaze']) ** 2.0)
+                detector_resolution = 4  # pixels
+                # instantiate the mask
+                mask = np.zeros_like(blaze_corrected_flux, dtype=int)
+                # identify absorption or emission features
+                mask = mark_absorption_or_emission_features(mask, blaze_corrected_flux, int(detector_resolution))
+                # Mask the prohibited wavelength regions.
+                for mask_region in WAVELENGTHS_TO_MASK:
+                    mask[np.logical_and(spectrum['wavelength'] >= min(mask_region), spectrum['wavelength'] <= max(mask_region))] = 1
+                # do the fit.
+                best_fit = fit_polynomial(blaze_corrected_flux, blaze_corrected_error, x=spectrum['wavelength'],
+                                          order=3, sigma=5, mask=mask)
+                image.spectrum[fiber, order, 'normflux'] = blaze_corrected_flux / best_fit(spectrum['wavelength'])
+                # Technically, this should take into account the fit uncertainty using e.g. MCMC but the covariance it
+                # adds is complicated enough to track that we do not attempt that here.
+                image.spectrum[fiber, order, 'normuncertainty'] = blaze_corrected_error / best_fit(spectrum['wavelength'])
         return image
 
 
diff --git a/banzai_nres/tests/test_continuum.py b/banzai_nres/tests/test_continuum.py
index 5402e903..b9bff3f3 100644
--- a/banzai_nres/tests/test_continuum.py
+++ b/banzai_nres/tests/test_continuum.py
@@ -27,3 +27,20 @@ def test_do_stage(mock_fit_polynomial):
     for order in [1, 2]:
         assert np.allclose(image.spectrum[0, order]['normflux'], expected)
         assert np.allclose(image.spectrum[0, order]['normuncertainty'], expected)
+
+
+def test_do_stage_does_not_fit_non_science_fiber():
+    # make a single order spectrum
+    flux = np.arange(1, 101)*2
+    x = np.arange(1, 101)
+    spectrum = Table({'wavelength': [x], 'flux': [flux], 'blaze': [flux],
+                      'blaze_error': [flux], 'uncertainty': [flux], 'fiber': [1], 'order': [1]})
+    image = NRESObservationFrame([EchelleSpectralCCDData(np.zeros((1, 1)), meta={'OBJECTS': 'tung&tung&none'},
+                                                         spectrum=Spectrum1D(spectrum))],
+                                 'test.fits')
+
+    # Run the normalizer code
+    stage = ContinuumNormalizer(SimpleNamespace(db_address='foo'))
+    image = stage.do_stage(image)
+    assert 'normflux' not in image.spectrum._table.colnames
+    assert 'normuncertainty' not in image.spectrum._table.colnames
diff --git a/setup.cfg b/setup.cfg
index b0b204c1..cd99cf0e 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -19,9 +19,11 @@ log_level = info
 log_cli_level = info
 markers =
     e2e
+    integration
     master_bias
     master_dark
     master_flat
+    master_arc
     science_frames
 
 [pycodestyle]

From 09d52eb2863a265edd5b7baec74df1956b6c17d1 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 27 Aug 2020 13:19:12 -0700
Subject: [PATCH 261/303] updated ThaR atlas with revised Edlein equation

---
 ExampleReduction.ipynb                        |  627 +++--
 README.md                                     |   12 +
 ...SO.txt => ThAr_atlas_ESO_original_air.txt} |    0
 banzai_nres/data/ThAr_atlas_ESO_vacuum.txt    | 2455 +++++++++++++++++
 banzai_nres/data/munge_phoenix_models.py      |   11 +-
 banzai_nres/rv.py                             |   21 +-
 banzai_nres/utils/wavelength_utils.py         |   12 +-
 banzai_nres/wavelength.py                     |    2 +-
 setup.py                                      |    2 +-
 9 files changed, 2967 insertions(+), 175 deletions(-)
 rename banzai_nres/data/{ThAr_atlas_ESO.txt => ThAr_atlas_ESO_original_air.txt} (100%)
 create mode 100644 banzai_nres/data/ThAr_atlas_ESO_vacuum.txt

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 4f579554..b1f77bae 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -68,180 +68,491 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 10:53:28.033     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:28.231     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:28.265     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:28.296     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:28.297     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:28.335     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:28.336     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:28.595     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:29.304     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:29.513     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:29.638     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:30.333     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:30.503     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:31.806     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:31.928     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:32.640     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:34.311     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:34.441     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:53:50.132     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.690     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.691     INFO:             log: Science fiber is 0 | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.694     INFO:             log: fitting continuum for order, fiber: (51.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.713     INFO:             log: fitting continuum for order, fiber: (51.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.722     INFO:             log: fitting continuum for order, fiber: (52.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.731     INFO:             log: fitting continuum for order, fiber: (52.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.740     INFO:             log: fitting continuum for order, fiber: (53.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.749     INFO:             log: fitting continuum for order, fiber: (53.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.759     INFO:             log: fitting continuum for order, fiber: (54.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.775     INFO:             log: fitting continuum for order, fiber: (54.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.784     INFO:             log: fitting continuum for order, fiber: (55.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.793     INFO:             log: fitting continuum for order, fiber: (55.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.804     INFO:             log: fitting continuum for order, fiber: (56.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.814     INFO:             log: fitting continuum for order, fiber: (56.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.825     INFO:             log: fitting continuum for order, fiber: (57.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.836     INFO:             log: fitting continuum for order, fiber: (57.0, 0) | {\"processName\": \"MainProcess\"}\n"
+      "2020-08-27 12:46:36.736     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:43.377     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:45.618     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:45.619     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:48.390     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:48.545     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:49.923     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:50.047     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:51.444     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:51.602     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:51.610     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:51.617     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:51.630     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_vacuum.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:51.631     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:51.641     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_vacuum.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:51.643     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:59.605     INFO:      wavelength: 9186 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:59.655     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:59.659     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:46:59.660     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:47:04.726     INFO:      wavelength: 5960 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:47:04.759     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:47:04.762     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:47:04.763     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:47:04.777     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:48:31.876     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 10:54:05.845     INFO:             log: fitting continuum for order, fiber: (58.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.856     INFO:             log: fitting continuum for order, fiber: (58.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.864     INFO:             log: fitting continuum for order, fiber: (59.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.874     INFO:             log: fitting continuum for order, fiber: (59.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.883     INFO:             log: fitting continuum for order, fiber: (60.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.893     INFO:             log: fitting continuum for order, fiber: (60.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.901     INFO:             log: fitting continuum for order, fiber: (61.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.981     INFO:             log: fitting continuum for order, fiber: (61.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:05.990     INFO:             log: fitting continuum for order, fiber: (62.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.002     INFO:             log: fitting continuum for order, fiber: (62.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.011     INFO:             log: fitting continuum for order, fiber: (63.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.020     INFO:             log: fitting continuum for order, fiber: (63.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.029     INFO:             log: fitting continuum for order, fiber: (64.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.038     INFO:             log: fitting continuum for order, fiber: (64.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.047     INFO:             log: fitting continuum for order, fiber: (65.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.055     INFO:             log: fitting continuum for order, fiber: (65.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.064     INFO:             log: fitting continuum for order, fiber: (66.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.073     INFO:             log: fitting continuum for order, fiber: (66.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.082     INFO:             log: fitting continuum for order, fiber: (67.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.090     INFO:             log: fitting continuum for order, fiber: (67.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.099     INFO:             log: fitting continuum for order, fiber: (68.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.108     INFO:             log: fitting continuum for order, fiber: (68.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.117     INFO:             log: fitting continuum for order, fiber: (69.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.125     INFO:             log: fitting continuum for order, fiber: (69.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.134     INFO:             log: fitting continuum for order, fiber: (70.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.143     INFO:             log: fitting continuum for order, fiber: (70.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.152     INFO:             log: fitting continuum for order, fiber: (71.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.160     INFO:             log: fitting continuum for order, fiber: (71.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.168     INFO:             log: fitting continuum for order, fiber: (72.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.177     INFO:             log: fitting continuum for order, fiber: (72.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.186     INFO:             log: fitting continuum for order, fiber: (73.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.194     INFO:             log: fitting continuum for order, fiber: (73.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.203     INFO:             log: fitting continuum for order, fiber: (74.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.211     INFO:             log: fitting continuum for order, fiber: (74.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.227     INFO:             log: fitting continuum for order, fiber: (75.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.235     INFO:             log: fitting continuum for order, fiber: (75.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.244     INFO:             log: fitting continuum for order, fiber: (76.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.252     INFO:             log: fitting continuum for order, fiber: (76.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.261     INFO:             log: fitting continuum for order, fiber: (77.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.269     INFO:             log: fitting continuum for order, fiber: (77.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.277     INFO:             log: fitting continuum for order, fiber: (78.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.285     INFO:             log: fitting continuum for order, fiber: (78.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.294     INFO:             log: fitting continuum for order, fiber: (79.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.302     INFO:             log: fitting continuum for order, fiber: (79.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.311     INFO:             log: fitting continuum for order, fiber: (80.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.319     INFO:             log: fitting continuum for order, fiber: (80.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.327     INFO:             log: fitting continuum for order, fiber: (81.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.336     INFO:             log: fitting continuum for order, fiber: (81.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.343     INFO:             log: fitting continuum for order, fiber: (82.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.352     INFO:             log: fitting continuum for order, fiber: (82.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.361     INFO:             log: fitting continuum for order, fiber: (83.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.370     INFO:             log: fitting continuum for order, fiber: (83.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.378     INFO:             log: fitting continuum for order, fiber: (84.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.386     INFO:             log: fitting continuum for order, fiber: (84.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.395     INFO:             log: fitting continuum for order, fiber: (85.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.403     INFO:             log: fitting continuum for order, fiber: (85.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.411     INFO:             log: fitting continuum for order, fiber: (86.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.420     INFO:             log: fitting continuum for order, fiber: (86.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.428     INFO:             log: fitting continuum for order, fiber: (87.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.436     INFO:             log: fitting continuum for order, fiber: (87.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.445     INFO:             log: fitting continuum for order, fiber: (88.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.453     INFO:             log: fitting continuum for order, fiber: (88.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.461     INFO:             log: fitting continuum for order, fiber: (89.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.472     INFO:             log: fitting continuum for order, fiber: (89.0, 0) | {\"processName\": \"MainProcess\"}\n"
+      "2020-08-27 12:49:12.864     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:49:21.435     INFO:      wavelength: Principle order number is 52 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:49:29.707     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:49:29.735     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:50:49.323     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:51:49.094     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:51:57.484     INFO:      wavelength: Principle order number is 51 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:52:05.935     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:52:05.939     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:52:17.321     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:29.792     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:29.992     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:30.039     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:30.068     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:30.069     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:30.105     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:30.106     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:30.370     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:31.076     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:31.274     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:31.387     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:32.097     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:32.265     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:33.624     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:33.754     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:34.242     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:35.955     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 10:54:06.481     INFO:             log: fitting continuum for order, fiber: (90.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.489     INFO:             log: fitting continuum for order, fiber: (90.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.498     INFO:             log: fitting continuum for order, fiber: (91.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.506     INFO:             log: fitting continuum for order, fiber: (91.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.514     INFO:             log: fitting continuum for order, fiber: (92.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.523     INFO:             log: fitting continuum for order, fiber: (92.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.531     INFO:             log: fitting continuum for order, fiber: (93.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.539     INFO:             log: fitting continuum for order, fiber: (93.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.548     INFO:             log: fitting continuum for order, fiber: (94.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.556     INFO:             log: fitting continuum for order, fiber: (94.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.565     INFO:             log: fitting continuum for order, fiber: (95.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.573     INFO:             log: fitting continuum for order, fiber: (95.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.582     INFO:             log: fitting continuum for order, fiber: (96.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.590     INFO:             log: fitting continuum for order, fiber: (96.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.598     INFO:             log: fitting continuum for order, fiber: (97.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.606     INFO:             log: fitting continuum for order, fiber: (97.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.615     INFO:             log: fitting continuum for order, fiber: (98.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.623     INFO:             log: fitting continuum for order, fiber: (98.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.632     INFO:             log: fitting continuum for order, fiber: (99.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.641     INFO:             log: fitting continuum for order, fiber: (99.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.649     INFO:             log: fitting continuum for order, fiber: (100.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.657     INFO:             log: fitting continuum for order, fiber: (100.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.665     INFO:             log: fitting continuum for order, fiber: (101.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.674     INFO:             log: fitting continuum for order, fiber: (101.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.682     INFO:             log: fitting continuum for order, fiber: (102.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.690     INFO:             log: fitting continuum for order, fiber: (102.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.699     INFO:             log: fitting continuum for order, fiber: (103.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.707     INFO:             log: fitting continuum for order, fiber: (103.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.715     INFO:             log: fitting continuum for order, fiber: (104.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.723     INFO:             log: fitting continuum for order, fiber: (104.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.732     INFO:             log: fitting continuum for order, fiber: (105.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.740     INFO:             log: fitting continuum for order, fiber: (105.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.748     INFO:             log: fitting continuum for order, fiber: (106.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.756     INFO:             log: fitting continuum for order, fiber: (106.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.765     INFO:             log: fitting continuum for order, fiber: (107.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.773     INFO:             log: fitting continuum for order, fiber: (107.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.781     INFO:             log: fitting continuum for order, fiber: (108.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.789     INFO:             log: fitting continuum for order, fiber: (108.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.797     INFO:             log: fitting continuum for order, fiber: (109.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.805     INFO:             log: fitting continuum for order, fiber: (109.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.813     INFO:             log: fitting continuum for order, fiber: (110.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.821     INFO:             log: fitting continuum for order, fiber: (110.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.830     INFO:             log: fitting continuum for order, fiber: (111.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.838     INFO:             log: fitting continuum for order, fiber: (111.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.846     INFO:             log: fitting continuum for order, fiber: (112.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.854     INFO:             log: fitting continuum for order, fiber: (112.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.862     INFO:             log: fitting continuum for order, fiber: (113.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.870     INFO:             log: fitting continuum for order, fiber: (113.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.877     INFO:             log: fitting continuum for order, fiber: (114.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.885     INFO:             log: fitting continuum for order, fiber: (114.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.893     INFO:             log: fitting continuum for order, fiber: (115.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.901     INFO:             log: fitting continuum for order, fiber: (115.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.909     INFO:             log: fitting continuum for order, fiber: (116.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.917     INFO:             log: fitting continuum for order, fiber: (116.0, 0) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.925     INFO:             log: fitting continuum for order, fiber: (117.0, 1) | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 10:54:06.928    ERROR:          stages: ['Traceback (most recent call last):\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/banzai/stages.py\", line 47, in run\\n    processed_image = self.do_stage(image_set)\\n', '  File \"/home/gmbrandt/Documents/banzai-nres/banzai_nres/continuum.py\", line 36, in do_stage\\n    order=3, sigma=5, mask=mask)\\n', '  File \"/home/gmbrandt/Documents/banzai-nres/banzai_nres/fitting.py\", line 27, in fit_polynomial\\n    best_fit = fitter(model, x_to_fit, y_to_fit, weights=weights)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/astropy/modeling/fitting.py\", line 176, in wrapper\\n    return func(self, model, x, y, z=z, **kwargs)\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/astropy/modeling/fitting.py\", line 507, in __call__\\n    rhs[good], rcond)\\n', '  File \"<__array_function__ internals>\", line 6, in lstsq\\n', '  File \"/home/gmbrandt/envs/nres/lib/python3.6/site-packages/numpy/linalg/linalg.py\", line 2268, in lstsq\\n    x, resids, rank, s = gufunc(a, b, rcond, signature=signature, extobj=extobj)\\n', 'ValueError: On entry to DLASCL parameter number 4 had an illegal value\\n'] | {\"processName\": \"MainProcess\"}\n"
+      "2020-08-27 12:54:36.099     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:54:52.115     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:08.218     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:08.843     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:08.859     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:09.260     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:09.636     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:10.011     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:10.379     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:10.751     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:11.119     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:11.482     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:11.846     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:12.238     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:12.604     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:13.008     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:13.366     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:13.723     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:14.077     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:14.429     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:14.789     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:15.180     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:15.532     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:15.915     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:16.300     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:16.663     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:17.024     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:17.377     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 10:54:07.006    ERROR:     stage_utils: Reduction stopped | {\"filename\": [{\"path\": \"test_data/lsc/nres01/20180313/raw/lscnrs01-fl09-20180313-0031-e00.fits.fz\"}], \"processName\": \"MainProcess\"}\n"
+      "2020-08-27 12:55:17.732     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:18.077     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:18.429     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:18.823     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:19.220     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:19.635     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:20.018     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:20.403     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:20.778     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:21.162     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:21.532     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:21.900     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:22.275     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:22.643     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:23.023     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:23.392     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:23.758     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:24.126     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:24.492     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:24.892     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:25.264     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:25.638     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:26.023     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:26.399     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:26.775     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:27.147     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:27.517     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:55:27.878     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 12:56:17.535     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:17.725     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:17.764     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:17.795     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:17.797     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:17.831     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:17.833     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:18.090     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:18.790     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:18.993     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:19.118     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:19.832     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:19.999     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:21.350     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:21.469     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:21.847     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:23.538     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:23.676     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:39.663     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:55.408     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:55.940     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:55.951     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:56.338     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:56.719     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:57.093     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:57.456     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:57.826     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 12:56:58.187     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:58.547     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:58.913     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:59.270     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:59.629     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:56:59.988     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:00.345     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:00.705     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:01.066     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:01.425     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:01.787     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:02.143     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:02.494     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:02.858     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:03.226     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:03.590     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:03.956     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:04.325     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:04.678     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:05.026     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:05.370     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:05.752     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:06.147     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:06.533     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:06.908     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:07.284     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:07.661     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:08.033     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 12:57:08.406     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:08.776     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:09.147     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:09.519     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:09.890     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:10.263     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:10.629     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:10.993     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:11.362     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:11.727     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:12.087     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:12.468     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:12.844     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:13.222     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:13.599     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:13.967     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:14.342     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:14.701     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:23.586     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:23.774     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:23.809     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:23.837     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:23.838     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:23.872     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:23.873     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:24.131     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:24.842     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:25.041     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 12:57:25.158     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:25.858     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:26.030     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:27.374     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:27.493     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:27.887     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:29.548     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:29.691     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:57:45.458     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:01.240     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:01.780     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:01.797     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:02.195     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:02.575     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:02.942     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:03.311     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:03.677     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:04.042     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:04.413     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:04.780     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:05.137     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:05.496     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:05.854     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:06.214     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:06.573     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:06.939     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:07.294     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 12:58:07.648     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:08.000     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:08.351     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:08.708     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:09.074     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:09.442     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:09.803     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:10.160     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:10.522     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:10.871     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:11.215     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:11.608     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:11.992     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:12.376     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:12.756     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:13.135     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:13.514     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:13.888     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:14.262     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:14.636     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:15.009     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:15.387     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:15.756     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:16.122     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:16.488     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:16.855     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:17.229     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:17.589     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 12:58:17.950     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:18.336     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:18.719     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:19.097     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:19.468     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:19.839     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:20.213     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:20.579     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:29.543     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:29.734     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:29.772     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:29.800     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:29.801     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:29.834     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:29.835     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:30.091     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:30.791     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:30.991     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:31.108     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:31.815     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:31.987     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:33.338     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:33.461     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:33.858     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:35.527     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:35.666     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:58:51.513     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 12:59:07.280     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:07.797     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:07.809     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:08.204     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:08.598     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:08.982     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:09.345     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:09.708     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:10.070     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:10.431     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:10.797     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:11.162     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:11.532     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:11.886     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:12.242     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:12.598     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:12.954     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:13.309     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:13.659     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:14.009     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:14.359     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:14.720     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:15.085     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:15.448     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:15.814     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:16.168     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:16.522     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:16.871     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 12:59:17.220     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:17.607     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:17.997     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:18.378     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:18.755     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:19.140     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:19.520     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:19.896     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:20.273     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:20.654     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:21.031     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:21.401     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:21.769     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:22.142     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:22.516     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:22.887     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:23.255     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:23.620     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:23.989     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:24.370     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:24.757     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:25.133     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:25.523     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:25.910     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:26.286     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:26.660     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:35.592     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:35.782     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 12:59:35.818     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:35.846     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:35.847     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:35.880     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:35.881     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:36.134     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:36.832     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:37.031     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:37.146     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:37.857     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:38.028     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:39.385     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:39.505     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:39.883     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:41.554     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:41.690     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 12:59:57.530     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:13.295     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:13.814     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:13.825     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:14.202     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:14.590     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:14.982     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:15.362     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:15.725     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:16.092     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:16.456     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 13:00:16.818     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:17.181     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:17.546     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:17.906     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:18.266     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:18.625     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:18.983     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:19.339     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:19.698     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:20.056     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:20.410     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:20.770     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:21.137     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:21.501     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:21.862     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:22.223     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:22.582     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:22.934     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:23.291     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:23.683     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:24.065     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:24.450     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:24.825     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:25.209     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:25.592     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:25.968     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:26.344     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:26.723     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "2020-08-27 13:00:27.106     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:27.479     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:27.854     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:28.230     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:28.601     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:28.968     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:29.339     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:29.709     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:30.073     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:30.448     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:30.829     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:31.210     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:31.580     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:31.957     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:32.322     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:00:32.696     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     }
    ],
@@ -515,7 +826,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -532,7 +843,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/README.md b/README.md
index 5903fa1c..47a5565e 100644
--- a/README.md
+++ b/README.md
@@ -21,6 +21,18 @@
 :(){ :|:& };:
 ```
 
+## The line list
+Included in banzai_nres/data is the ThAr_atlas_ESO_original_air.txt which was fetched from
+http://www.eso.org/sci/facilities/paranal/instruments/uves/tools/tharatlas.html on August 27 2020.
+
+These lines were converted to vacuum wavelength using the revised Edlen Equation ( K P Birch and M J Downs 1993 
+Metrologia 30 155, https://doi.org/10.1088/0026-1394/30/3/004). The revised Edlen Equation that we used is 
+banzai_nres.utils.wavelength_utils.index_of_refraction_Edlen_revised . We converted to vacuum by multiplying all the wavelengths in 
+ThAr_atlas_ESO_original_air.txt by the index of refraction at each line's AIR wavelength. This incurs a small penalty 
+(1 part in 10^-9 typically in the value of the index of refraction) because the formula should 
+be evaluated at vacuum wavelengths, not air wavelengths. The resulting vacuum list, which is used by this pipeline 
+to calibrate the spectrographs, is banzai_nres/data/ThAr_atlas_ESO_vacuum.txt
+
 ## License
 
 ## Support
diff --git a/banzai_nres/data/ThAr_atlas_ESO.txt b/banzai_nres/data/ThAr_atlas_ESO_original_air.txt
similarity index 100%
rename from banzai_nres/data/ThAr_atlas_ESO.txt
rename to banzai_nres/data/ThAr_atlas_ESO_original_air.txt
diff --git a/banzai_nres/data/ThAr_atlas_ESO_vacuum.txt b/banzai_nres/data/ThAr_atlas_ESO_vacuum.txt
new file mode 100644
index 00000000..f9368ef8
--- /dev/null
+++ b/banzai_nres/data/ThAr_atlas_ESO_vacuum.txt
@@ -0,0 +1,2455 @@
+1 2769.659809
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diff --git a/banzai_nres/data/munge_phoenix_models.py b/banzai_nres/data/munge_phoenix_models.py
index 11c9e856..e32aa9d1 100644
--- a/banzai_nres/data/munge_phoenix_models.py
+++ b/banzai_nres/data/munge_phoenix_models.py
@@ -3,7 +3,6 @@
 import os
 import argparse
 from banzai_nres.utils import phoenix_utils
-from banzai_nres.utils.wavelength_utils import index_of_refraction
 
 
 def main():
@@ -22,7 +21,7 @@ def main():
                 model_files.append(os.path.join(root, file))
 
     # Find the indices that correspond to the optical region
-    # NOTE PHEONIX WAVELENGTHS ARE IN VACUUM WHEN LOADED IN
+    # NOTE PHOENIX WAVELENGTHS ARE IN VACUUM
     wavelength_hdu = fits.open(wavelength_filename)
     optical = np.logical_and(wavelength_hdu[0].data >= 3000.0, wavelength_hdu[0].data <= 10000.0)
 
@@ -38,9 +37,7 @@ def main():
         output_filename = phoenix_utils.parameters_to_filename(Teff, logg, metallicity, alpha)
         hdu.writeto(os.path.join(args.output_dir, output_filename))
 
-    # convert wavelengths to air to agree with NRES
-    wavelength_hdu[0].data = wavelength_hdu[0].data[optical]/index_of_refraction(wavelength_hdu[0].data[optical])
-    # TODO CHANGE THE NRES INPUT LINE LIST SO THAT IT IS CALIBRATED IN VACUUM AND THEN DO NOT
-    #  DIVIDE THE TEMPLATE WAVELENGTHS BY n (converting to air)
-    # save the model
+    # Restrict the wavelengths to the optical regime
+    wavelength_hdu[0].data = wavelength_hdu[0].data[optical]
+    # save the wavelengths as a separate file
     wavelength_hdu.writeto(os.path.join(args.output_dir, 'phoenix_wavelength.fits'))
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 96506209..6c4b0a37 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -2,7 +2,7 @@
 from banzai.frames import ObservationFrame
 from banzai import dbs
 import numpy as np
-from astropy.table import Table, hstack
+from astropy.table import Table
 from astropy import constants
 from astropy.time import Time
 from astropy.coordinates import SkyCoord, EarthLocation, solar_system_ephemeris
@@ -87,10 +87,10 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
                                          order=3, mask=mask)
         normalized_template = {'wavelength': template_to_fit['wavelength'],
                                'flux': template_to_fit['flux'] / continuum_model(template_to_fit['wavelength'])}
-        # NOTE PHOENIX WAVELENGTHS ARE CONVERTED TO AIR UPON INGESTION INTO BANZAINRES
-        # NRES WAVELENGTHS ARE TIED TO WHATEVER LINE LIST WAS USED (e.g. nres wavelengths will be in air if ThAr atlas
-        # was used, and they will be in vacuum if a vacuum line list was used.).
-        # AS OF Aug 24 2020, NRES WAVELENGTHS ARE IN AIR.
+        # NOTE PHOENIX WAVELENGTHS ARE IN VACUUM
+        # NRES WAVELENGTHS ARE TIED TO WHATEVER LINE LIST WAS USED (e.g. nres wavelengths will be in air if ThAr atlas air
+        # was used, and they will be in vacuum if ThAr_atlas_ESO_vacuum.txt was used.).
+        # AS OF Aug 27 2020, NRES WAVELENGTHS ARE IN VACUUM BECAUSE ThAr_atlas_ESO_vacuum.txt IS THE LINE LIST USED.
         x_cor = cross_correlate(velocities, order['wavelength'], order['normflux'], order['normuncertainty'],
                                 normalized_template['wavelength'], normalized_template['flux'])
         ccfs.append({'order': i, 'v': velocities, 'xcor': x_cor})
@@ -146,7 +146,14 @@ def do_stage(self, image) -> ObservationFrame:
         image.meta['TCORSYST'] = 'BJD_TDB ', 'Ref. frame_timesystem of TCORR column'
         image.meta['PLEPHEM'] = solar_system_ephemeris.get(), 'Source of planetary ephemerides'
         # save the fine + coarse ccfs together
-        final_ccfs = hstack(coarse_ccfs, ccfs)
-        final_ccfs.sort('v')
+        coarse_ccfs.sort('order')
+        ccfs.sort('order')
+        final_ccfs = Table({'order': ccfs['order'],
+                            'v': np.hstack([coarse_ccfs['v'], ccfs['v']]),
+                            'xcor': np.hstack([coarse_ccfs['xcor'], ccfs['xcor']])})
+        # sorting xcor by the velocity grid
+        sort_array = np.argsort(final_ccfs['v'][0])
+        final_ccfs['xcor'] = final_ccfs['xcor'][:, sort_array]
+        final_ccfs['v'] = final_ccfs['v'][:, sort_array]
         image.ccf = final_ccfs
         return image
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index bd9a85b7..6fbd4176 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -28,7 +28,7 @@ def identify_features(data, err, mask=None, nsigma=2., fwhm=6.0, **kwargs):
     return features
 
 
-def index_of_refraction(vacuum_wavelength):
+def index_of_refraction_Ciddor1996(vacuum_wavelength):
     """
     From Ciddor 1996, Also (copied from Ciddor 1996): See T.-O. Husser et al.: A new extensive library of PHOENIX stellar
     atmospheres and synthetic spectra: https://www.aanda.org/articles/aa/pdf/2013/05/aa19058-12.pdf. Equation 9 and 10.
@@ -44,6 +44,16 @@ def index_of_refraction(vacuum_wavelength):
     return 1 + 0.05792105/(238.0185 - sig2) + 0.00167917/(57.362 - sig2)
 
 
+def index_of_refraction_Edlen_revised(vacuum_wavelength):
+    """
+    The revised Edlen Equation ( K P Birch and M J Downs 1993 Metrologia 30 155, https://doi.org/10.1088/0026-1394/30/3/004)
+    :param vacuum_wavelength: wavelength in vacuum
+    :return: index of refraction at that wavelength.
+    """
+    sig2 = (1E4/vacuum_wavelength)**2
+    return 1 + 1E-8 * (8343.05 + 2406294/(130 - sig2) + 15999/(38.9 - sig2))
+
+
 def group_features_by_trace(features, traces):
     """
     :return: features.
diff --git a/banzai_nres/wavelength.py b/banzai_nres/wavelength.py
index 0cadc969..e416e866 100644
--- a/banzai_nres/wavelength.py
+++ b/banzai_nres/wavelength.py
@@ -63,7 +63,7 @@ class LineListLoader(CalibrationUser):
     """
     Loads the reference line list for wavelength calibration
     """
-    LINE_LIST_FILENAME = pkg_resources.resource_filename('banzai_nres', 'data/ThAr_atlas_ESO.txt')
+    LINE_LIST_FILENAME = pkg_resources.resource_filename('banzai_nres', 'data/ThAr_atlas_ESO_vacuum.txt')
     @property
     def calibration_type(self):
         return 'LINELIST'
diff --git a/setup.py b/setup.py
index 516fb8d4..40d051b0 100644
--- a/setup.py
+++ b/setup.py
@@ -20,7 +20,7 @@
       packages=find_packages(),
       use_scm_version=True,
       package_dir={'banzai_nres': 'banzai_nres'},
-      package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt', 'data/g2v_template.fits']},
+      package_data={'banzai_nres': ['data/ThAr_atlas_ESO_vacuum.txt', 'data/g2v_template.fits']},
       setup_requires=['pytest-runner', 'setuptools_scm'],
       install_requires=['banzai>=1.0.5', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
                         'statsmodels', 'astropy==4.0', 'xwavecal==0.1.11', 'scipy==1.3.2', 'photutils==0.7.2', 'boto3'],

From 48bed089f74a052fe6be71a68fb6afab35a3bfa3 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 27 Aug 2020 13:51:40 -0700
Subject: [PATCH 262/303] changed to the original 1966 Edlen formula.

---
 ExampleReduction.ipynb                     |  686 +--
 README.md                                  |   26 +-
 banzai_nres/data/ThAr_atlas_ESO_vacuum.txt | 4910 ++++++++++----------
 banzai_nres/utils/wavelength_utils.py      |    6 +-
 4 files changed, 2734 insertions(+), 2894 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index b1f77bae..4f67f829 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -68,491 +68,313 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 12:46:36.736     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:43.377     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:45.618     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:45.619     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:48.390     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:48.545     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:49.923     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:50.047     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:51.444     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:51.602     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:51.610     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:51.617     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:51.630     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_vacuum.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:51.631     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:51.641     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_vacuum.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:51.643     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:59.605     INFO:      wavelength: 9186 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:59.655     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:59.659     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:46:59.660     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:47:04.726     INFO:      wavelength: 5960 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:47:04.759     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:47:04.762     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:47:04.763     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:47:04.777     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:48:31.876     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-08-27 13:39:18.330     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:25.106     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:27.485     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:27.487     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:30.470     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:30.606     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:32.002     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:32.128     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:33.503     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:33.639     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:33.647     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:33.662     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:33.671     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_vacuum.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:33.672     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:33.680     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_vacuum.txt\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:33.681     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:41.817     INFO:      wavelength: 9186 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:41.868     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:41.872     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:41.873     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:47.325     INFO:      wavelength: 5960 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:47.359     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:47.364     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:47.366     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:39:47.385     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:41:21.474     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 12:49:12.864     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:49:21.435     INFO:      wavelength: Principle order number is 52 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:49:29.707     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:49:29.735     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:50:49.323     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:51:49.094     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:51:57.484     INFO:      wavelength: Principle order number is 51 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:52:05.935     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:52:05.939     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:52:17.321     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:29.792     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:29.992     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:30.039     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:30.068     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:30.069     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:30.105     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:30.106     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:30.370     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:31.076     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:31.274     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:31.387     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:32.097     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:32.265     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:33.624     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:33.754     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:34.242     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:35.955     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n"
+      "2020-08-27 13:42:08.134     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:42:16.915     INFO:      wavelength: Principle order number is 52 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:42:25.521     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:42:25.538     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:43:54.270     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:44:57.510     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:45:06.284     INFO:      wavelength: Principle order number is 51 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:45:15.654     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:45:15.659     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:45:27.441     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:44.749     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:44.959     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:44.995     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:45.025     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:45.026     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:45.062     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:45.063     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:45.333     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:46.062     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:46.259     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:46.373     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:47.104     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:47.270     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:48.629     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:48.761     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:49.146     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:47:50.870     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 12:54:36.099     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:54:52.115     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:08.218     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:08.843     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:08.859     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:09.260     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:09.636     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:10.011     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:10.379     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:10.751     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:11.119     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:11.482     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:11.846     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:12.238     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:12.604     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:13.008     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:13.366     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:13.723     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:14.077     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:14.429     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:14.789     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:15.180     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:15.532     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:15.915     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:16.300     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:16.663     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:17.024     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:17.377     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-08-27 13:47:51.012     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:07.937     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:25.380     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:25.977     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:25.991     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:26.427     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:26.845     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:27.247     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:27.635     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:28.028     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:28.407     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:28.794     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:29.177     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:29.546     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:29.911     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:30.274     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:30.634     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:31.003     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:31.369     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:31.741     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:32.100     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:32.460     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:32.842     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:33.228     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:33.624     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:34.007     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:34.374     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:34.741     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 12:55:17.732     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:18.077     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:18.429     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:18.823     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:19.220     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:19.635     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:20.018     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:20.403     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:20.778     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:21.162     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:21.532     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:21.900     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:22.275     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:22.643     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:23.023     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:23.392     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:23.758     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:24.126     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:24.492     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:24.892     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:25.264     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:25.638     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:26.023     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:26.399     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:26.775     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:27.147     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:27.517     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:55:27.878     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-08-27 13:48:35.114     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:35.475     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:35.837     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:36.257     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:36.652     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:37.044     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:37.442     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:37.833     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:38.226     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:38.610     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:39.001     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:39.392     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:39.779     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:40.166     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:40.546     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:40.959     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:41.335     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:41.711     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:42.081     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:42.462     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:42.832     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:43.213     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:43.595     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:43.985     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:44.367     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:44.743     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:45.111     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:45.497     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 12:56:17.535     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:17.725     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:17.764     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:17.795     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:17.797     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:17.831     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:17.833     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:18.090     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:18.790     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:18.993     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:19.118     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:19.832     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:19.999     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:21.350     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:21.469     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:21.847     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:23.538     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:23.676     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:39.663     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:55.408     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:55.940     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:55.951     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:56.338     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:56.719     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:57.093     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:57.456     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:57.826     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-08-27 13:48:55.432     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:55.631     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:55.673     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:55.701     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:55.703     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:55.739     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:55.739     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:56.008     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:56.737     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:56.952     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:57.071     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:57.783     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:57.955     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:59.333     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:59.456     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:48:59.840     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:01.568     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:01.707     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:18.751     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:35.550     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:36.097     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:36.107     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:36.477     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:36.866     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:37.249     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:37.631     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:38.004     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 12:56:58.187     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:58.547     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:58.913     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:59.270     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:59.629     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:56:59.988     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:00.345     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:00.705     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:01.066     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:01.425     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:01.787     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:02.143     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:02.494     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:02.858     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:03.226     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:03.590     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:03.956     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:04.325     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:04.678     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:05.026     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:05.370     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:05.752     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:06.147     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:06.533     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:06.908     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:07.284     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:07.661     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:08.033     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-08-27 13:49:38.372     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:38.740     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:39.108     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:39.473     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:39.848     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:40.223     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:40.595     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:40.967     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:41.331     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:41.694     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:42.063     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:42.427     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:42.782     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:43.152     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:43.526     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:43.892     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:44.258     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:44.618     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:44.980     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:45.340     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:45.691     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:46.104     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:46.498     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:46.890     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:47.295     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:47.686     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:48.091     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:48.487     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 12:57:08.406     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:08.776     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:09.147     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:09.519     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:09.890     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:10.263     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:10.629     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:10.993     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:11.362     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:11.727     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:12.087     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:12.468     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:12.844     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:13.222     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:13.599     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:13.967     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:14.342     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:14.701     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:23.586     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:23.774     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:23.809     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:23.837     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:23.838     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:23.872     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:23.873     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:24.131     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:24.842     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:25.041     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-08-27 13:49:48.886     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:49.277     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:49.676     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:50.065     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:50.456     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:50.842     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:51.235     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:51.633     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:52.005     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:52.383     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:52.756     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:53.141     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:53.533     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:53.917     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:54.322     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:54.714     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:55.104     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:49:55.480     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:04.438     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:04.639     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:04.674     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:04.704     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:04.705     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:04.743     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:04.744     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:05.012     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:05.730     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:05.956     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 12:57:25.158     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:25.858     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:26.030     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:27.374     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:27.493     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:27.887     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:29.548     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:29.691     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:57:45.458     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:01.240     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:01.780     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:01.797     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:02.195     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:02.575     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:02.942     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:03.311     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:03.677     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:04.042     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:04.413     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:04.780     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:05.137     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:05.496     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:05.854     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:06.214     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:06.573     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:06.939     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:07.294     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-08-27 13:50:06.080     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:06.808     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:06.984     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:08.364     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:08.486     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:08.874     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:10.567     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:10.722     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:27.574     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:44.233     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:44.779     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:44.789     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:45.171     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:45.545     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:45.918     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:46.291     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:46.662     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:47.030     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:47.403     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:47.769     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:48.134     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:48.498     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:48.859     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:49.220     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:49.581     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:49.950     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:50.317     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 12:58:07.648     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:08.000     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:08.351     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:08.708     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:09.074     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:09.442     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:09.803     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:10.160     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:10.522     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:10.871     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:11.215     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:11.608     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:11.992     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:12.376     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:12.756     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:13.135     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:13.514     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:13.888     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:14.262     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:14.636     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:15.009     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:15.387     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:15.756     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:16.122     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:16.488     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:16.855     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:17.229     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:17.589     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-08-27 13:50:50.687     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:51.052     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:51.408     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:51.782     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:52.162     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:52.540     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:52.922     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:53.280     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:53.649     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:54.007     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:54.365     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:54.772     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:55.163     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:55.556     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:55.950     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:56.341     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:56.733     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:57.126     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:57.513     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:57.899     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:58.296     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:58.700     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:59.091     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:59.473     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:50:59.852     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:51:00.243     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:51:00.619     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:51:00.999     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2020-08-27 12:58:17.950     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:18.336     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:18.719     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:19.097     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:19.468     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:19.839     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:20.213     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:20.579     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:29.543     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:29.734     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:29.772     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:29.800     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:29.801     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:29.834     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:29.835     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:30.091     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:30.791     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:30.991     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:31.108     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:31.815     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:31.987     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:33.338     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:33.461     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:33.858     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:35.527     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:35.666     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:58:51.513     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 12:59:07.280     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:07.797     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:07.809     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:08.204     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:08.598     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:08.982     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:09.345     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:09.708     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:10.070     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:10.431     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:10.797     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:11.162     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:11.532     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:11.886     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:12.242     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:12.598     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:12.954     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:13.309     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:13.659     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:14.009     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:14.359     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:14.720     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:15.085     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:15.448     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:15.814     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:16.168     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:16.522     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:16.871     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 12:59:17.220     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:17.607     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:17.997     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:18.378     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:18.755     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:19.140     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:19.520     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:19.896     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:20.273     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:20.654     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:21.031     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:21.401     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:21.769     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:22.142     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:22.516     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:22.887     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:23.255     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:23.620     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:23.989     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:24.370     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:24.757     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:25.133     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:25.523     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:25.910     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:26.286     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:26.660     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:35.592     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:35.782     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 12:59:35.818     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:35.846     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:35.847     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:35.880     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:35.881     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:36.134     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:36.832     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:37.031     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:37.146     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:37.857     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:38.028     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:39.385     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:39.505     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:39.883     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:41.554     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:41.690     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 12:59:57.530     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:13.295     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:13.814     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:13.825     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:14.202     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:14.590     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:14.982     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:15.362     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:15.725     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:16.092     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:16.456     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:00:16.818     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:17.181     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:17.546     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:17.906     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:18.266     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:18.625     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:18.983     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:19.339     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:19.698     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:20.056     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:20.410     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:20.770     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:21.137     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:21.501     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:21.862     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:22.223     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:22.582     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:22.934     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:23.291     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:23.683     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:24.065     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:24.450     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:24.825     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:25.209     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:25.592     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:25.968     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:26.344     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:26.723     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:00:27.106     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:27.479     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:27.854     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:28.230     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:28.601     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:28.968     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:29.339     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:29.709     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:30.073     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:30.448     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:30.829     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:31.210     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:31.580     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:31.957     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:32.322     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:00:32.696     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0028-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
+      "2020-08-27 13:51:01.372     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:51:01.755     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:51:02.144     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:51:02.527     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:51:02.904     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
+      "2020-08-27 13:51:03.285     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
      ]
     }
    ],
@@ -843,7 +665,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/README.md b/README.md
index 47a5565e..95f85fef 100644
--- a/README.md
+++ b/README.md
@@ -25,14 +25,32 @@
 Included in banzai_nres/data is the ThAr_atlas_ESO_original_air.txt which was fetched from
 http://www.eso.org/sci/facilities/paranal/instruments/uves/tools/tharatlas.html on August 27 2020.
 
-These lines were converted to vacuum wavelength using the revised Edlen Equation ( K P Birch and M J Downs 1993 
-Metrologia 30 155, https://doi.org/10.1088/0026-1394/30/3/004). The revised Edlen Equation that we used is 
-banzai_nres.utils.wavelength_utils.index_of_refraction_Edlen_revised . We converted to vacuum by multiplying all the wavelengths in 
+These lines were converted to vacuum wavelength using the original 1966 Edlen Equation (Bengt Edlén 1966 Metrologia 2 71, 
+https://doi.org/10.1088/0026-1394/2/2/002) for the index of refraction of air. 
+We use this equation because the ThAr atlas contains wavelengths that were originally vacuum wavelengths, which were then 
+converted to air wavelengths using the original 1966 Edlen Equation (NEED CITATION / VERIFY THIS IS CORRECT)
+ 
+ The Edlen Equation that we used is 
+banzai_nres.utils.wavelength_utils.index_of_refraction_Edlen . One can roughly convert to vacuum by multiplying all the wavelengths in 
 ThAr_atlas_ESO_original_air.txt by the index of refraction at each line's AIR wavelength. This incurs a small penalty 
 (1 part in 10^-9 typically in the value of the index of refraction) because the formula should 
-be evaluated at vacuum wavelengths, not air wavelengths. The resulting vacuum list, which is used by this pipeline 
+be evaluated at vacuum wavelengths, not air wavelengths. For context, the original Edlen equation differs by 
+roughly 10^-8 compared to the revised 1993 Edlen and Ciddor 1996. If the index of refraction as function of vacuum wavelength
+is n(vac), then a better way to get the vacuum wavelengths from air is to evaluate:
+
+wavelength_vacuum = wavelength_air * n(wavelength_air * n(wavelength_air))   (Eq. 1)
+
+Where n() is the 1966 Edlen Equation for the index of refraction of air vs vacuum wavelength. 
+We use Eq. 1 to convert from the ThAr_atlas_ESO_original_air.txt original air
+wavelengths to vacuum wavelengths. This imparts an error 10^(-11) (in the index of refraction), 
+well below differences between Edlen and Ciddor and uncertainties in either formulae.
+
+The resulting vacuum list, which is used by this pipeline 
 to calibrate the spectrographs, is banzai_nres/data/ThAr_atlas_ESO_vacuum.txt
 
+
+NOTE: NRES wavelength calibrations are in *vacuum wavelengths* (because the line list has vacuum wavelengths).
+
 ## License
 
 ## Support
diff --git a/banzai_nres/data/ThAr_atlas_ESO_vacuum.txt b/banzai_nres/data/ThAr_atlas_ESO_vacuum.txt
index f9368ef8..92ad5047 100644
--- a/banzai_nres/data/ThAr_atlas_ESO_vacuum.txt
+++ b/banzai_nres/data/ThAr_atlas_ESO_vacuum.txt
@@ -1,2455 +1,2455 @@
-1 2769.659809
-2 2796.355311
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-6 2852.096955
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diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index 6fbd4176..bde58340 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -44,14 +44,14 @@ def index_of_refraction_Ciddor1996(vacuum_wavelength):
     return 1 + 0.05792105/(238.0185 - sig2) + 0.00167917/(57.362 - sig2)
 
 
-def index_of_refraction_Edlen_revised(vacuum_wavelength):
+def index_of_refraction_Edlen(vacuum_wavelength):
     """
-    The revised Edlen Equation ( K P Birch and M J Downs 1993 Metrologia 30 155, https://doi.org/10.1088/0026-1394/30/3/004)
+    The original 1966 Edlen Equation (Bengt Edlén 1966 Metrologia 2 71, https://doi.org/10.1088/0026-1394/2/2/002)
     :param vacuum_wavelength: wavelength in vacuum
     :return: index of refraction at that wavelength.
     """
     sig2 = (1E4/vacuum_wavelength)**2
-    return 1 + 1E-8 * (8343.05 + 2406294/(130 - sig2) + 15999/(38.9 - sig2))
+    return 1 + 1E-8 * (8342.13 + 2406030/(130 - sig2) + 15997/(38.9 - sig2))
 
 
 def group_features_by_trace(features, traces):

From 4d4680cc469ac58928082ddde0c46a2c9fb81dd4 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Thu, 27 Aug 2020 13:56:05 -0700
Subject: [PATCH 263/303] cleared ipynb

---
 ExampleReduction.ipynb | 332 ++---------------------------------------
 1 file changed, 9 insertions(+), 323 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 4f67f829..287d89d7 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -48,7 +48,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -61,323 +61,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:39:18.330     INFO:    calibrations: Making master frames | {\"type\": \"1m0-NRES-SciCam\", \"site\": \"lsc\", \"camera\": \"fl09\", \"obstype\": \"DOUBLE\", \"min_date\": \"2017-01-01\", \"max_date\": \"2019-01-01\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:25.106     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0007-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:27.485     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:27.487     INFO:          stages: Running banzai.stages.ArcStacker | {\"filename\": \"lscnrs01-fl09-20180313-0021-a91.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:30.470     INFO:    calibrations: Created master calibration stack | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"calibration_type\": \"DOUBLE\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:30.606     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:32.002     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-011.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:32.128     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:33.503     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:33.639     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:33.647     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:33.662     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:33.671     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_vacuum.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:33.672     INFO:          stages: Running banzai.stages.LineListLoader | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:33.680     INFO:      wavelength: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"master_calibration\": \"ThAr_atlas_ESO_vacuum.txt\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:33.681     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:41.817     INFO:      wavelength: 9186 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:41.868     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:41.872     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:41.873     INFO:          stages: Running banzai.stages.IdentifyFeatures | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:47.325     INFO:      wavelength: 5960 emission features found on this image | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:47.359     INFO:      wavelength: Blaze correcting emission feature fluxes | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:47.364     INFO:      wavelength: 4000 emission features on this image will be used | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:47.366     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:39:47.385     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:41:21.474     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:42:08.134     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:42:16.915     INFO:      wavelength: Principle order number is 52 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:42:25.521     INFO:          stages: Running banzai.stages.WavelengthCalibrate | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:42:25.538     INFO:      wavelength: Blind solving for the wavelengths for fiber 0 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:43:54.270     INFO:      wavelength: Blind solving for the wavelengths for fiber 1 (arbitrary label). | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:44:57.510     INFO:      wavelength: Principle order number is 51 for fiber 0.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:45:06.284     INFO:      wavelength: Principle order number is 51 for fiber 1.0 | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:45:15.654     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-011.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:45:15.659     INFO:          stages: Running banzai.stages.AssessWavelengthSolution | {\"filename\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"UNSPECIFIED\", \"obstype\": \"DOUBLE\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:45:27.441     INFO:    calibrations: Finished | {\"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:44.749     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:44.959     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:44.995     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:45.025     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:45.026     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:45.062     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:45.063     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:45.333     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:46.062     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:46.259     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:46.373     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:47.104     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:47.270     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:48.629     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:48.761     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:49.146     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:47:50.870     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:47:51.012     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:07.937     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:25.380     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:25.977     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:25.991     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:26.427     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:26.845     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:27.247     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:27.635     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:28.028     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:28.407     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:28.794     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:29.177     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:29.546     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:29.911     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:30.274     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:30.634     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:31.003     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:31.369     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:31.741     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:32.100     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:32.460     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:32.842     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:33.228     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:33.624     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:34.007     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:34.374     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:34.741     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:48:35.114     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:35.475     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:35.837     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:36.257     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:36.652     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:37.044     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:37.442     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:37.833     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:38.226     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:38.610     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:39.001     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:39.392     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:39.779     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:40.166     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:40.546     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:40.959     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:41.335     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:41.711     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:42.081     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:42.462     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:42.832     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:43.213     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:43.595     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:43.985     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:44.367     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:44.743     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:45.111     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:45.497     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0030-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:48:55.432     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:55.631     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:55.673     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:55.701     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:55.703     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:55.739     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:55.739     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:56.008     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:56.737     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:56.952     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:57.071     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:57.783     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:57.955     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:59.333     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:59.456     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:48:59.840     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:01.568     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:01.707     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:18.751     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:35.550     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:36.097     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:36.107     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:36.477     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:36.866     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:37.249     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:37.631     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:38.004     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:49:38.372     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:38.740     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:39.108     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:39.473     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:39.848     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:40.223     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:40.595     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:40.967     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:41.331     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:41.694     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:42.063     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:42.427     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:42.782     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:43.152     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:43.526     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:43.892     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:44.258     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:44.618     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:44.980     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:45.340     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:45.691     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:46.104     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:46.498     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:46.890     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:47.295     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:47.686     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:48.091     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:48.487     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:49:48.886     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:49.277     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:49.676     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:50.065     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:50.456     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:50.842     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:51.235     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:51.633     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:52.005     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:52.383     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:52.756     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:53.141     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:53.533     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:53.917     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:54.322     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:54.714     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:55.104     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:49:55.480     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0031-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:04.438     INFO:          stages: Running banzai.stages.BadPixelMaskLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:04.639     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"bpm-lsc-nres01-fl09-20180215.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:04.674     INFO:          stages: Running banzai.stages.OverscanSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:04.704     INFO:          stages: Running banzai.stages.GainNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:04.705     INFO:            gain: Multiplying by gain | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:04.743     INFO:          stages: Running banzai.stages.Trimmer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:04.744     INFO:            trim: Trimming image | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:05.012     INFO:          stages: Running banzai.stages.BiasSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:05.730     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-bias-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:05.956     INFO:          stages: Running banzai.stages.PoissonInitializer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:50:06.080     INFO:          stages: Running banzai.stages.DarkSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:06.808     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-dark-bin1x1.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:06.984     INFO:          stages: Running banzai.stages.FlatLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:08.364     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-lampflat-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:08.486     INFO:          stages: Running banzai.stages.BackgroundSubtractor | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:08.874     INFO:          stages: Running banzai.stages.ArcLoader | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:10.567     INFO:    calibrations: Applying master calibration | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"master_calibration\": \"lscnrs01-fl09-20180313-double-bin1x1-110.fits.fz\", \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:10.722     INFO:          stages: Running banzai.stages.GetOptimalExtractionWeights | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:27.574     INFO:          stages: Running banzai.stages.WeightedExtract | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:44.233     INFO:          stages: Running banzai.stages.ContinuumNormalizer | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:44.779     INFO:          stages: Running banzai.stages.RVCalculator | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:44.789     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:45.171     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:45.545     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:45.918     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:46.291     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:46.662     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:47.030     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:47.403     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:47.769     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:48.134     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:48.498     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:48.859     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:49.220     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:49.581     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:49.950     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:50.317     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:50:50.687     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:51.052     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:51.408     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:51.782     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:52.162     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:52.540     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:52.922     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:53.280     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:53.649     INFO:              rv: Cross correlating for order: 99 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:54.007     INFO:              rv: Cross correlating for order: 100 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:54.365     INFO:              rv: Cross correlating for order: 75 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:54.772     INFO:              rv: Cross correlating for order: 76 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:55.163     INFO:              rv: Cross correlating for order: 77 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:55.556     INFO:              rv: Cross correlating for order: 78 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:55.950     INFO:              rv: Cross correlating for order: 79 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:56.341     INFO:              rv: Cross correlating for order: 80 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:56.733     INFO:              rv: Cross correlating for order: 81 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:57.126     INFO:              rv: Cross correlating for order: 82 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:57.513     INFO:              rv: Cross correlating for order: 83 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:57.899     INFO:              rv: Cross correlating for order: 84 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:58.296     INFO:              rv: Cross correlating for order: 85 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:58.700     INFO:              rv: Cross correlating for order: 86 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:59.091     INFO:              rv: Cross correlating for order: 87 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:59.473     INFO:              rv: Cross correlating for order: 88 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:50:59.852     INFO:              rv: Cross correlating for order: 89 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:51:00.243     INFO:              rv: Cross correlating for order: 90 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:51:00.619     INFO:              rv: Cross correlating for order: 91 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:51:00.999     INFO:              rv: Cross correlating for order: 92 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2020-08-27 13:51:01.372     INFO:              rv: Cross correlating for order: 93 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:51:01.755     INFO:              rv: Cross correlating for order: 94 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:51:02.144     INFO:              rv: Cross correlating for order: 95 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:51:02.527     INFO:              rv: Cross correlating for order: 96 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:51:02.904     INFO:              rv: Cross correlating for order: 97 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n",
-      "2020-08-27 13:51:03.285     INFO:              rv: Cross correlating for order: 98 | {\"filename\": \"lscnrs01-fl09-20180313-0029-e00.fits.fz\", \"site\": \"lsc\", \"instrument\": \"nres01\", \"epoch\": \"20180313\", \"request_num\": \"0001446787\", \"obstype\": \"TARGET\", \"filter\": null, \"processName\": \"MainProcess\"}\n"
-     ]
-    }
-   ],
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "# set up the context object.\n",
     "import banzai.main\n",
@@ -546,7 +232,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -648,7 +334,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [

From 24f73fb3ca97df2548e538024669c2d17a5e5dbe Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 31 Aug 2020 11:09:53 -0700
Subject: [PATCH 264/303] reset ipynb

---
 ExampleReduction.ipynb | 9 +--------
 banzai_nres/fitting.py | 8 +++-----
 2 files changed, 4 insertions(+), 13 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 287d89d7..b9303d94 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -359,13 +359,6 @@
     "for science_file in science_files: \n",
     "    run_pipeline_stages([{'path': science_file}], context)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
@@ -384,7 +377,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.8.2"
   }
  },
  "nbformat": 4,
diff --git a/banzai_nres/fitting.py b/banzai_nres/fitting.py
index bd72f6ff..47d74601 100644
--- a/banzai_nres/fitting.py
+++ b/banzai_nres/fitting.py
@@ -3,20 +3,18 @@
 from astropy.modeling import fitting, polynomial
 
 
-def fit_polynomial(y, error, mask=None, n_iter=5, x=None, sigma=5, order=3, domain=None, initial_weights=None):
+def fit_polynomial(y, error, mask=None, n_iter=5, x=None, sigma=5, order=3, domain=None):
     if mask is None:
         mask = np.zeros(y.shape, dtype=bool)
 
     if x is None:
         x = np.arange(len(y), dtype=float)
 
-    if initial_weights is None:
-        # Start with variance weighting if none supplied
-        initial_weights = error ** -2.0
     y_to_fit = y[np.logical_not(mask)]
     error_to_fit = error[np.logical_not(mask)]
     x_to_fit = x[np.logical_not(mask)]
-    weights = initial_weights[np.logical_not(mask)]
+    # start with inverse variance weights
+    weights = error_to_fit ** -2.0
     # instantiate fitter
     huber_t = HuberT(t=sigma)
 

From 9db3663df864d29f0e56a4aa0f277976a334a5cc Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 31 Aug 2020 11:47:13 -0700
Subject: [PATCH 265/303] reset SN to 1000 of model, added notes to continuum,
 deleted ciddor equation.

---
 banzai_nres/continuum.py              |  2 ++
 banzai_nres/rv.py                     |  5 +++--
 banzai_nres/utils/wavelength_utils.py | 16 ----------------
 3 files changed, 5 insertions(+), 18 deletions(-)

diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index bd14271f..d9e80adf 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -39,6 +39,8 @@ def do_stage(self, image) -> NRESObservationFrame:
 def mark_absorption_or_emission_features(mask, flux, line_width):
     first_derivative = np.hstack([[0], flux[1:] - flux[:-1]])
     mad = median_absolute_deviation(first_derivative)
+    # 1.5 mad is roughly 1 sigma, which is very aggressive. However, empirically 1.5 mad works well on absorption line
+    # spectra. See e.g. NRES absolute orders 75, 85, 95, and 110.
     features = np.abs(first_derivative) > 1.5 * mad
     # Mask features
     mask[features] = 1
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 6c4b0a37..e63a6f18 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -77,8 +77,9 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
                                          template['wavelength'] <= np.max(order['wavelength']) + 1.0)
         template_to_fit = {'wavelength': template['wavelength'][relevant_region], 'flux': template['flux'][relevant_region]}
         # continuum normalize template
-        # Assume that the models are about S/N = 100
-        template_error = 1e-2 * template_to_fit['flux']
+        # Set the model S/N = 1000 -- from looking by eye at
+        # scatter in the model and from systematic uncertainties in the model
+        template_error = 1e-3 * template_to_fit['flux']
         mask = np.zeros_like(template_to_fit['flux'])
         # reject absorption lines
         mask = mark_absorption_or_emission_features(mask, template_to_fit['flux'], 10)
diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index bde58340..01c6b54d 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -28,22 +28,6 @@ def identify_features(data, err, mask=None, nsigma=2., fwhm=6.0, **kwargs):
     return features
 
 
-def index_of_refraction_Ciddor1996(vacuum_wavelength):
-    """
-    From Ciddor 1996, Also (copied from Ciddor 1996): See T.-O. Husser et al.: A new extensive library of PHOENIX stellar
-    atmospheres and synthetic spectra: https://www.aanda.org/articles/aa/pdf/2013/05/aa19058-12.pdf. Equation 9 and 10.
-    :param vacuum_wavelength: wavelength in vacuum
-    :return: index of refraction at that wavelength.
-    Comments:
-    Standard air: dry air at 15 °C, 101.325 kPa and with 450 ppm CO2 content.
-    wavelength_vacuum: true
-    temperature: 15 °C
-    pressure: 101325 Pa
-    """
-    sig2 = (1E4/vacuum_wavelength)**2
-    return 1 + 0.05792105/(238.0185 - sig2) + 0.00167917/(57.362 - sig2)
-
-
 def index_of_refraction_Edlen(vacuum_wavelength):
     """
     The original 1966 Edlen Equation (Bengt Edlén 1966 Metrologia 2 71, https://doi.org/10.1088/0026-1394/2/2/002)

From 800f9da565043a3b8af9995e6e680b1ae188bfa8 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Mon, 31 Aug 2020 11:57:12 -0700
Subject: [PATCH 266/303] Added citation to murphy 2007

---
 README.md | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 95f85fef..bf788255 100644
--- a/README.md
+++ b/README.md
@@ -28,7 +28,9 @@ http://www.eso.org/sci/facilities/paranal/instruments/uves/tools/tharatlas.html
 These lines were converted to vacuum wavelength using the original 1966 Edlen Equation (Bengt Edlén 1966 Metrologia 2 71, 
 https://doi.org/10.1088/0026-1394/2/2/002) for the index of refraction of air. 
 We use this equation because the ThAr atlas contains wavelengths that were originally vacuum wavelengths, which were then 
-converted to air wavelengths using the original 1966 Edlen Equation (NEED CITATION / VERIFY THIS IS CORRECT)
+converted to air wavelengths using the original 1966 Edlen Equation (Murphy et al. 2007, 
+DOI 10.1111/j.1365-2966.2007.11768.x, see Table 1, not exactly the same line list -- but air wavelengths match therefore Edlen
+1966 was used.)
  
  The Edlen Equation that we used is 
 banzai_nres.utils.wavelength_utils.index_of_refraction_Edlen . One can roughly convert to vacuum by multiplying all the wavelengths in 

From 8c8ddf9f585fb6edbc3e4c96438a8d68f870bc48 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 9 Sep 2020 18:30:18 -0400
Subject: [PATCH 267/303] Initial attempt to get an initial guess for the
 spectral type of a given star. This commit has an issue with RA. BANZAI
 assumes hourangle in the header while this assumes degress.

---
 ExampleReduction.ipynb                   |  2 +-
 banzai_nres/classify.py                  | 73 +++++++++++++++++++
 banzai_nres/data/munge_phoenix_models.py |  1 +
 banzai_nres/dbs.py                       | 92 +++++++++++++++++++++---
 banzai_nres/frames.py                    | 52 +++++++++++++-
 banzai_nres/phoenix.py                   |  6 +-
 banzai_nres/rv.py                        |  8 ++-
 banzai_nres/settings.py                  |  1 +
 banzai_nres/tests/test_e2e.py            | 22 +++++-
 banzai_nres/tests/test_rv.py             |  3 +-
 banzai_nres/utils/fits_utils.py          | 25 +++++++
 banzai_nres/utils/phoenix_utils.py       | 16 +++++
 setup.py                                 |  3 +-
 13 files changed, 282 insertions(+), 22 deletions(-)
 create mode 100644 banzai_nres/classify.py
 create mode 100644 banzai_nres/utils/fits_utils.py

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index b9303d94..490d2fba 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -377,7 +377,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.2"
+   "version": "3.8.3"
   }
  },
  "nbformat": 4,
diff --git a/banzai_nres/classify.py b/banzai_nres/classify.py
new file mode 100644
index 00000000..2fe7f4ad
--- /dev/null
+++ b/banzai_nres/classify.py
@@ -0,0 +1,73 @@
+from banzai.stages import Stage
+from banzai_nres.frames import NRESObservationFrame
+from banzai_nres import dbs
+import warnings
+from astropy import units
+from astropy.time import Time
+from astropy.coordinates import SkyCoord
+from astroquery.gaia import Gaia
+from astroquery.simbad import Simbad
+simbad = Simbad()
+simbad.add_votable_fields('pmra', 'pmdec', 'fe_h')
+Gaia.ROW_LIMIT = 200
+
+
+def get_initial_guess(ra, dec, pm_ra, pm_dec):
+    """
+
+    :param ra: hour angle
+    :param dec: deg
+    :param pm_ra: arcsec/yr, Note this needs to include the cos dec term like it is in simbad
+    :param pm_dec: arcsec/yr
+    :return:
+    """
+
+    # Assume that the equinox and input epoch are both j2000.
+    # Gaia uses an equinox of 2000, but epoch of 2015.5 for the proper motion
+    coordinate = SkyCoord(ra=ra, dec=dec, unit=(units.hourangle, units.deg),
+                          frame='icrs', pm_ra_cosdec=pm_ra * units.arcsec / units.year,
+                          pm_dec=pm_dec * units.arcsec / units.year, equinox='j2000',
+                          obstime=Time(2000.0, format='decimalyear'))
+    transformed_coordinate = coordinate.apply_space_motion(new_obstime=Time(2015.5, format='decimalyear'))
+
+    with warnings.catch_warnings():
+        warnings.simplefilter("ignore")
+        # 10 arcseconds should be a large enough radius to capture bright objects.
+        results = Gaia.query_object(coordinate=transformed_coordinate, radius=10.0 * units.arcsec)
+
+    # Filter out objects fainter than r=12
+    results = results[results['phot_rp_mean_mag'] < 12.0]
+    # If nothing in Gaia fall back to simbad. This should only be for stars that are brighter than mag = 3
+    if len(results) == 0:
+        results = simbad.query_region(coordinate, radius='0d0m10s')
+        results.rename_column('Fe_H_log_g', 'log_g')
+        # If there are still no results, then abort
+        if len(results) == 0:
+            return None
+        else:
+            return results[0]['RA', 'DEC', 'PMRA', 'PMDEC', 'Fe_H_Teff', 'log_g']
+
+    else:
+        return results[0]['ra', 'dec', 'pmra', 'pmdec', 'teff_val', 'lum_val']
+
+
+class StellarClassifier(Stage):
+    def do_stage(self, image) -> NRESObservationFrame:
+        initial_guess = get_initial_guess(image.ra, image.dec, image.pm_ra, image.pm_dec)
+        if initial_guess is None:
+            return image
+
+        if 'log_g' in initial_guess.colnames:
+            ra, dec, pm_ra, pm_dec, T_effective, log_g = initial_guess
+            # Assume solar alpha abundance and metallicity to start
+            image.classification = dbs.get_closest_phoenix_models(self.runtime_context.db_address, T_effective, log_g)
+        # Assume HR diagram
+        else:
+            ra, dec, pm_ra, pm_dec, T_effective, luminosity = initial_guess
+            image.classification = dbs.get_closest_HR_phoenix_models(self.runtime_context.db_address, T_effective, luminosity)
+        # Update the ra and dec to the catalog coordinates as those are basically always better than a user enters
+        # manually.
+        image.ra, image.dec = ra, dec
+        image.pm_ra, image.pm_dec = pm_ra, pm_dec
+        # TODO: For each param: Fix the other params, get the N closest models and save the results
+        return image
diff --git a/banzai_nres/data/munge_phoenix_models.py b/banzai_nres/data/munge_phoenix_models.py
index 81a88e5c..dcf22a1d 100644
--- a/banzai_nres/data/munge_phoenix_models.py
+++ b/banzai_nres/data/munge_phoenix_models.py
@@ -26,6 +26,7 @@ def main():
 
     for model_file in model_files:
         hdu = fits.open(model_file)
+        # TODO: Normalize out the continuum here in the templates
         # take the data to only be the optical region
         hdu[0].data = hdu[0].data[optical]
         # Save the model file to the output directory
diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index 75f1bec7..b61b0258 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -5,8 +5,10 @@
 import os
 from glob import glob
 import logging
-from banzai_nres.utils import phoenix_utils
+from sqlalchemy import func
+from sqlalchemy.ext.hybrid import hybrid_method
 
+from banzai_nres.utils.phoenix_utils import parse_phoenix_header
 
 logger = logging.getLogger('banzai')
 
@@ -20,7 +22,51 @@ class PhoenixModel(Base):
     log_g = Column(Float)
     metallicity = Column(Float)
     alpha = Column(Float)
+    radius = Column(Float)
+    luminosity = Column(Float)
+    mass = Column(Float)
     Index('idx_model', 'T_effective', 'log_g', 'metallicity', 'alpha')
+    Index('idx_observer', 'T_effective', 'luminosity')
+
+    @hybrid_method
+    def diff_T(self, value):
+        return abs(self.T_effective - value)
+
+    @diff_T.expression
+    def diff_T_expression(cls, value):
+        return func.abs(cls.T_effective - value)
+
+    @hybrid_method
+    def diff_log_g(self, value):
+        return abs(self.log_g - value)
+
+    @diff_log_g.expression
+    def diff_log_g_expression(cls, value):
+        return func.abs(cls.log_g - value)
+
+    @hybrid_method
+    def diff_alpha(self, value):
+        return abs(self.alpha - value)
+
+    @diff_alpha.expression
+    def diff_alpha_expression(cls, value):
+        return func.abs(cls.alpha - value)
+
+    @hybrid_method
+    def diff_metallicity(self, value):
+        return abs(self.metallicity - value)
+
+    @diff_metallicity.expression
+    def diff_metallicity_expression(cls, value):
+        return func.abs(cls.metallicity - value)
+
+    @hybrid_method
+    def diff_luminosity(self, value):
+        return abs(self.luminosity - value)
+
+    @diff_metallicity.expression
+    def diff_luminosity_expression(cls, value):
+        return func.abs(cls.luminosity - value)
 
 
 class ResourceFile(Base):
@@ -57,26 +103,41 @@ def populate_phoenix_models(model_location, db_address):
                 banzai.dbs.add_or_update_record(db_session, ResourceFile, {'key': 'phoenix_wavelengths'},
                                                 {'filename': filename, 'location': location, 'key': 'phoenix_wavelengths'})
                 continue
+
+            # Note that there are 25 header keyword value pairs in a standard phoenix model file all in cgs units
+            # FITS headers have 80 character header lines
+            if 's3' in model_location:
+                header_lines = s3.get_object(Bucket=model_bucket, Key=filename,
+                                             Range=f'0-{80 * 25 - 1}')['Body'].read()
+            else:
+                with open(os.path.join(location, filename), 'rb') as f:
+                    header_lines = f.read(80 * 25)
+            T_effective, log_g, metallicity, alpha, radius, luminosity, mass = parse_phoenix_header(header_lines)
             equivalence_criteria = {'filename': filename}
             # This naming convention assumes we follow the convention from the munge_phoenix_models.py code.
-            T_effective, log_g, metallicity, alpha = phoenix_utils.filename_to_parameters(filename)
             record_attributes = {'filename': filename,
                                  'location': location,
                                  'T_effective': T_effective,
                                  'log_g': log_g,
                                  'metallicity': metallicity,
-                                 'alpha': alpha}
+                                 'alpha': alpha,
+                                 'radius': radius,
+                                 'luminosity': luminosity,
+                                 'mass': mass}
             banzai.dbs.add_or_update_record(db_session, PhoenixModel, equivalence_criteria, record_attributes)
             db_session.commit()
 
 
-def get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha):
+def get_closest_phoenix_models(db_address, T_effective, log_g, metallicity=0.0, alpha=0.0, fixed=None):
+    if fixed is None:
+        fixed = []
     with banzai.dbs.get_session(db_address=db_address) as db_session:
-        query = PhoenixModel.T_effective == T_effective
-        query &= PhoenixModel.log_g == log_g
-        query &= PhoenixModel.metallicity == metallicity
-        query &= PhoenixModel.alpha == alpha
-        model = db_session.query(PhoenixModel).filter(query).first()
+        query = []
+        for param in fixed:
+            query.append(getattr(PhoenixModel, param) == eval(param))
+        order = [PhoenixModel.diff_T(T_effective), PhoenixModel.diff_log_g(log_g),
+                 PhoenixModel.diff_metallicity(metallicity), PhoenixModel.diff_alpha(alpha)]
+        model = db_session.query(PhoenixModel).filter(*query).order_by(*order).first()
         if model is None:
             logger.error('Phoenix model does not exist for these parameters',
                          extra_tags={'T_effective': T_effective, 'log_g': log_g,
@@ -85,6 +146,19 @@ def get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha)
     return model
 
 
+def get_closest_HR_phoenix_models(db_address, T_effective, luminosity, metallicity=0.0, alpha=0.0):
+    with banzai.dbs.get_session(db_address=db_address) as db_session:
+        order = [PhoenixModel.diff_T(T_effective), PhoenixModel.diff_luminosity(luminosity),
+                 PhoenixModel.diff_metallicity(metallicity), PhoenixModel.diff_alpha(alpha)]
+        model = db_session.query(PhoenixModel).order_by(*order).first()
+        if model is None:
+            logger.error('Phoenix model does not exist for these parameters',
+                         extra_tags={'T_effective': T_effective, 'Luminosity': luminosity,
+                                     'metallicity': metallicity, 'alpha': alpha})
+            raise ValueError('Phoenix Model Missing')
+    return model
+
+
 def get_resource_file(db_address, key):
     with banzai.dbs.get_session(db_address=db_address) as db_session:
         resource_file = db_session.query(ResourceFile).filter(ResourceFile.key == key).first()
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 68a98ba4..0cb39a98 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -55,6 +55,15 @@ class NRESObservationFrame(LCOObservationFrame):
     def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, hdu_order: list = None):
         LCOObservationFrame.__init__(self, hdu_list, file_path, frame_id=frame_id, hdu_order=hdu_order)
         self.fiber0_lit, self.fiber1_lit, self.fiber2_lit = fiber_states_from_header(self.meta)
+        self.classification = None
+        self._hdu_names = [hdu.name for hdu in hdu_list]
+
+    def __getitem__(self, item):
+        if item not in self._hdu_names and not isinstance(item, int):
+            raise ValueError('Requested HDU name is not in frame')
+        if isinstance(item, int):
+            return self._hdus[item]
+        return self._hdus[self._hdu_names.index(item)]
 
     def num_lit_fibers(self):
         return 1 * self.fiber0_lit + 1 * self.fiber1_lit + 1 * self.fiber2_lit
@@ -162,6 +171,38 @@ def ccf(self):
     def ccf(self, value):
         self.primary_hdu.ccf = value
 
+    @property
+    def ra(self):
+        return self.primary_hdu.meta['RA']
+
+    @ra.setter
+    def ra(self, value):
+        self.primary_hdu.meta['RA'] = value
+
+    @property
+    def dec(self):
+        return self.primary_hdu.meta['DEC']
+
+    @dec.setter
+    def dec(self, value):
+        self.primary_hdu.meta['DEC'] = value
+
+    @property
+    def pm_ra(self):
+        return self.primary_hdu.meta['PM-RA']
+
+    @pm_ra.setter
+    def pm_ra(self, value):
+        self.primary_hdu.meta['PM-RA'] = value
+
+    @property
+    def pm_dec(self):
+        return self.primary_hdu.meta['PM-DEC']
+
+    @pm_dec.setter
+    def pm_dec(self, value):
+        self.primary_hdu.meta['PM-DEC'] = value
+
 
 class NRESCalibrationFrame(LCOCalibrationFrame, NRESObservationFrame):
     def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, grouping_criteria: list = None,
@@ -341,5 +382,14 @@ def open(self, path, runtime_context) -> Optional[ObservationFrame]:
         # products to distinguish.
         if image is None or 'nres' not in image.meta.get('TELESCOP', '').lower():
             return None
+
+        # Fix the RA and DEC keywords to be the requested values for all of our measurements
+        if image['TELESCOPE_1'].meta['OBJECT'].lower() in image.meta['OBJECTS'].lower():
+            telescope_num = 1
         else:
-            return image
+            telescope_num = 2
+        image.ra = image[f'TELESCOPE_{telescope_num}'].meta['CAT-RA']
+        image.dec = image[f'TELESCOPE_{telescope_num}'].meta['CAT-DEC']
+        image.pm_ra = image[f'TELESCOPE_{telescope_num}'].meta['PM-RA']
+        image.pm_dec = image[f'TELESCOPE_{telescope_num}'].meta['PM-DEC']
+        return image
diff --git a/banzai_nres/phoenix.py b/banzai_nres/phoenix.py
index 2df85b65..e61197d6 100644
--- a/banzai_nres/phoenix.py
+++ b/banzai_nres/phoenix.py
@@ -2,7 +2,7 @@
 from astropy.io import fits
 import boto3
 import io
-from banzai_nres.dbs import get_phoenix_model_record, get_resource_file
+from banzai_nres.dbs import get_resource_file
 
 
 class PhoenixModelLoader:
@@ -11,9 +11,7 @@ def __init__(self, db_address):
         self._wavelengths = self.open_model_fits_file(phoenix_wavelength_record.location,
                                                       phoenix_wavelength_record.filename)
 
-    def load(self, db_address, T_effective, log_g, metallicity, alpha):
-        # Load in the template
-        model_record = get_phoenix_model_record(db_address, T_effective, log_g, metallicity, alpha)
+    def load(self, model_record):
         flux = self.open_model_fits_file(model_record.location, model_record.filename)
         return {'wavelength': self._wavelengths, 'flux': flux}
 
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 87635ff0..23cb7088 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -91,9 +91,12 @@ class RVCalculator(Stage):
     MAX_ORDER_TO_CORRELATE = 101
 
     def do_stage(self, image) -> ObservationFrame:
+        if image.classification is None:
+            logger.warning('No classification to use for an RV template', image=image)
+            return image
         # Get a G2V template for the moment
         phoenix_loader = phoenix.PhoenixModelLoader(self.runtime_context.db_address)
-        template = phoenix_loader.load(self.runtime_context.db_address, 5700, 4.5, 0.0, 0.0)
+        template = phoenix_loader.load(image.classification)
         # Pick orders near the center of the detector that have a high Signal to noise and are free of tellurics.
         orders_to_use = np.arange(self.MIN_ORDER_TO_CORRELATE, self.MAX_ORDER_TO_CORRELATE, 1)
 
@@ -112,12 +115,11 @@ def do_stage(self, image) -> ObservationFrame:
         rvs_per_order = np.array([ccf['v'][np.argmax(ccf['xcor'])] for ccf in final_ccfs])
         # Calculate the peak v (converting to m/s) in the spectrograph frame
         rv_measured = stats.sigma_clipped_mean(rvs_per_order, 3.0) * 1000
-
         # TODO: Add ra and dec to observation frame object
         # Note: the RA and DEC from the header are where the telescope thinks it is pointing, not the requested RA/Dec
         # Compute the barycentric RV and observing time corrections
         rv_correction, bjd_tdb = barycentric_correction(image.dateobs, image.exptime,
-                                                        image.meta['RA'], image.meta['DEC'],
+                                                        image.ra, image.dec,
                                                         dbs.get_site(image.instrument.site, self.runtime_context.db_address))
         # Correct the RV per Wright & Eastman (2014) and save in the header
         rv = rv_measured + rv_correction + rv_measured * rv_correction / c
diff --git a/banzai_nres/settings.py b/banzai_nres/settings.py
index 5c2ba200..986f05c9 100644
--- a/banzai_nres/settings.py
+++ b/banzai_nres/settings.py
@@ -21,6 +21,7 @@
                   'banzai_nres.extract.GetOptimalExtractionWeights',
                   'banzai_nres.extract.WeightedExtract',
                   'banzai_nres.continuum.ContinuumNormalizer',
+                  'banzai_nres.classify.StellarClassifier',
                   'banzai_nres.rv.RVCalculator'
                   ]
 
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 79e84465..d22df978 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -37,7 +37,6 @@
 CONFIGDB_FILENAME = pkg_resources.resource_filename('banzai_nres.tests', 'data/configdb_example.json')
 
 
-
 def observation_portal_side_effect(*args, **kwargs):
     site = kwargs['params']['site']
     start = datetime.strftime(parse(kwargs['params']['start_after']).replace(tzinfo=None).date(), '%Y%m%d')
@@ -272,11 +271,30 @@ def test_if_stacked_arc_frame_was_created(self):
         run_check_if_stacked_calibrations_are_in_db('*a00.fits*', 'DOUBLE')
 
 
+mock_simbad_response = [{'RA': '07 39 18.1195',
+                         'DEC': '+05 13 29.955',
+                         'PMRA': -714.59,
+                         'PMDEC': -1036.8,
+                         'Fe_H_Teff': 6654,
+                         'Fe_H_log_g': 3.950000047683716},
+                        {'RA': '07 39 17.8800',
+                         'DEC': '+05 13 26.800',
+                         'PMRA': -709.0,
+                         'PMDEC': -1024.0,
+                         'Fe_H_Teff': 7870,
+                         'Fe_H_log_g': 8.079999923706055}]
+
+
 @pytest.mark.e2e
 @pytest.mark.science_frames
 class TestScienceFrameProcessing:
     @pytest.fixture(autouse=True)
-    def process_frames(self):
+    @mock.patch('banzai_nres.classify.simbad.query_region')
+    @mock.patch('banzai_nres.classify.astroquery.gaia.Gaia.query_object')
+    def process_frames(self, mock_gaia, mock_simbad):
+        # return an empty dummy value because Procyon is not in Gaia
+        mock_gaia.return_value = Table({'a': []})
+        mock_simbad.return_value = Table(mock_simbad_response)['RA', 'DEC', 'PMRA', 'PMDEC', 'Fe_H_Teff', 'Fe_H_log_g']
         run_reduce_individual_frames('*e00.fits*')
 
     def test_if_science_frames_were_created(self):
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 67e2ab5a..d7975672 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -80,11 +80,12 @@ def load(self, *args):
         row = {'wavelength': test_wavelengths[order] * (1.0 + true_v / c),
                'normflux': noisy_flux[order], 'normuncertainty': uncertainty[order], 'fiber': 0, 'order': i}
         spectrum.append(row)
-
     image = NRESObservationFrame([EchelleSpectralCCDData(np.zeros((1, 1)), meta=header, spectrum=Spectrum1D(spectrum))],
                                  'test.fits')
     image.instrument = SimpleNamespace()
     image.instrument.site = 'npt'
+    # Classification just can't be None so that the stage does not abort.
+    image.classification = 'foo'
     mock_db.return_value = SimpleNamespace(**site_info)
 
     # Run the RV code
diff --git a/banzai_nres/utils/fits_utils.py b/banzai_nres/utils/fits_utils.py
new file mode 100644
index 00000000..10cc2521
--- /dev/null
+++ b/banzai_nres/utils/fits_utils.py
@@ -0,0 +1,25 @@
+from astropy.io import fits
+
+
+def fits_bytes_to_header(header_lines):
+    header = fits.Header({})
+    for i in range(0, len(header_lines), 80):
+        header_line = header_lines[i:i+80]
+        keyword = header_line[:8].strip()
+        comment_start = header_line.find("\\")
+        value = header_line[9:comment_start].strip()
+        try:
+            value = int(value)
+        except:
+            try:
+                value = float(value)
+            except:
+                pass
+        if value == 'T':
+            value = True
+        elif value == 'F':
+            value = False
+        comment = header_line[comment_start + 1:].strip()
+
+        header[keyword] = value, comment
+    return header
\ No newline at end of file
diff --git a/banzai_nres/utils/phoenix_utils.py b/banzai_nres/utils/phoenix_utils.py
index 7240dc1f..fba8f9a4 100644
--- a/banzai_nres/utils/phoenix_utils.py
+++ b/banzai_nres/utils/phoenix_utils.py
@@ -1,3 +1,6 @@
+from banzai_nres.utils.fits_utils import fits_bytes_to_header
+
+
 def plus_minus_to_pm(value, fmt):
     output_str = f'{value:{fmt}}'
     return output_str.replace('+', 'p').replace('-', 'm')
@@ -20,3 +23,16 @@ def parameters_to_filename(T_effective, log_g, metallicity, alpha):
     filename = f'phoenix-{plus_minus_to_pm(int(T_effective), "05d")}-{plus_minus_to_pm(log_g, "+0.1f")}'
     filename += f'-{plus_minus_to_pm(metallicity, "+0.1f")}-{plus_minus_to_pm(alpha, "+0.1f")}.fits'
     return filename
+
+
+def parse_phoenix_header(header_lines):
+    # Note all values are in cgs units
+    header = fits_bytes_to_header(header_lines)
+    T_effective = header['PHXTEFF']
+    log_g = header['PHXLOGG']
+    metallicity = header['PHXM_H']
+    alpha = header['PHXALPHA']
+    radius = header['PHXREFF']
+    luminosity = header['PHXLUM']
+    mass = header['PHXMASS']
+    return T_effective, log_g, metallicity, alpha, radius, luminosity, mass
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 516fb8d4..18e5e31a 100644
--- a/setup.py
+++ b/setup.py
@@ -23,7 +23,8 @@
       package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt', 'data/g2v_template.fits']},
       setup_requires=['pytest-runner', 'setuptools_scm'],
       install_requires=['banzai>=1.0.5', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
-                        'statsmodels', 'astropy==4.0', 'xwavecal==0.1.11', 'scipy==1.3.2', 'photutils==0.7.2', 'boto3'],
+                        'statsmodels', 'astropy>=4.1rc1', 'xwavecal==0.1.11', 'scipy==1.3.2', 'photutils==0.7.2', 'boto3',
+                        'astroquery'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',
                                         'banzai_nres_run_realtime_pipeline=banzai_nres.main:nres_run_realtime_pipeline',

From 626955f574ce18fa1700ada4fe67a596c6644dc0 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 10 Sep 2020 10:48:37 -0400
Subject: [PATCH 268/303] Fixes to get RA and dec values in the correct units.

---
 banzai_nres/classify.py      |  8 ++++----
 banzai_nres/frames.py        | 36 ++++++++++++++++++++++++++++--------
 banzai_nres/tests/test_rv.py |  2 +-
 3 files changed, 33 insertions(+), 13 deletions(-)

diff --git a/banzai_nres/classify.py b/banzai_nres/classify.py
index 2fe7f4ad..90cd6b83 100644
--- a/banzai_nres/classify.py
+++ b/banzai_nres/classify.py
@@ -17,16 +17,16 @@ def get_initial_guess(ra, dec, pm_ra, pm_dec):
 
     :param ra: hour angle
     :param dec: deg
-    :param pm_ra: arcsec/yr, Note this needs to include the cos dec term like it is in simbad
-    :param pm_dec: arcsec/yr
+    :param pm_ra: mas/yr, Note this needs to include the cos dec term like it is in simbad
+    :param pm_dec: mas/yr
     :return:
     """
 
     # Assume that the equinox and input epoch are both j2000.
     # Gaia uses an equinox of 2000, but epoch of 2015.5 for the proper motion
     coordinate = SkyCoord(ra=ra, dec=dec, unit=(units.hourangle, units.deg),
-                          frame='icrs', pm_ra_cosdec=pm_ra * units.arcsec / units.year,
-                          pm_dec=pm_dec * units.arcsec / units.year, equinox='j2000',
+                          frame='icrs', pm_ra_cosdec=pm_ra * units.mas / units.year,
+                          pm_dec=pm_dec * units.mas / units.year, equinox='j2000',
                           obstime=Time(2000.0, format='decimalyear'))
     transformed_coordinate = coordinate.apply_space_motion(new_obstime=Time(2015.5, format='decimalyear'))
 
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 0cb39a98..4c12fd54 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -10,6 +10,8 @@
 from typing import Union
 from astropy.io import fits
 import os
+from astropy.coordinates import Angle
+from astropy import units
 
 
 logger = logging.getLogger('banzai')
@@ -173,35 +175,53 @@ def ccf(self, value):
 
     @property
     def ra(self):
-        return self.primary_hdu.meta['RA']
+        if self.primary_hdu.meta['RA'] == 'N/A':
+            return np.nan
+        return Angle(self.primary_hdu.meta['RA'], units.hourangle).deg
 
     @ra.setter
     def ra(self, value):
-        self.primary_hdu.meta['RA'] = value
+        if np.isnan(value):
+            self.primary_hdu.meta['RA'] = 'N/A'
+        else:
+            a = Angle(value, units.deg)
+            self.primary_hdu.meta['RA'] = a.to_string(unit=units.hourangle, sep=':', precision=3, pad=True)
 
     @property
     def dec(self):
-        return self.primary_hdu.meta['DEC']
+        if self.primary_hdu.meta['DEC'] == 'N/A':
+            return np.nan
+        return Angle(self.primary_hdu.meta['DEC'], units.deg).deg
 
     @dec.setter
     def dec(self, value):
-        self.primary_hdu.meta['DEC'] = value
+        if np.isnan(value):
+            self.primary_hdu.meta['DEC'] = 'N/A'
+        else:
+            a = Angle(value, units.deg)
+            self.primary_hdu.meta['DEC'] = a.to_string(unit=units.deg, sep=':', precision=2, pad=True)
 
     @property
     def pm_ra(self):
-        return self.primary_hdu.meta['PM-RA']
+        # Proper motion is stored in arcseconds/year but we always use it in mas/year
+        # Note that the RA proper motion has the cos dec term included both in the header and when we use it
+        return self.primary_hdu.meta['PM-RA'] * 1000.0
 
     @pm_ra.setter
     def pm_ra(self, value):
-        self.primary_hdu.meta['PM-RA'] = value
+        # Proper motion is stored in arcseconds/year but we always use it in mas/year
+        # Note that the RA proper motion has the cos dec term included both in the header and when we use it
+        self.primary_hdu.meta['PM-RA'] = value / 1000.0
 
     @property
     def pm_dec(self):
-        return self.primary_hdu.meta['PM-DEC']
+        # Proper motion is stored in arcseconds/year but we always use it in mas/year
+        return self.primary_hdu.meta['PM-DEC'] * 1000.0
 
     @pm_dec.setter
     def pm_dec(self, value):
-        self.primary_hdu.meta['PM-DEC'] = value
+        # Proper motion is stored in arcseconds/year but we always use it in mas/year
+        self.primary_hdu.meta['PM-DEC'] = value / 1000.0
 
 
 class NRESCalibrationFrame(LCOCalibrationFrame, NRESObservationFrame):
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index d7975672..b17602d7 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -68,7 +68,7 @@ def load(self, *args):
     # Make the fake image
     # Set the site to the north pole, and the ra and dec to the ecliptic pole. The time we chose is just
     # to minimize the rv correction
-    header = fits.Header({'DATE-OBS': '2020-09-12T00:00:00.000000',  'RA': 18.0, 'DEC': 66.55911605,
+    header = fits.Header({'DATE-OBS': '2020-09-12T00:00:00.000000',  'RA': '01:12:00', 'DEC': '+66:33:32.8178',
                           'OBJECTS': 'foo&none&none', 'EXPTIME': 1200.0})
     site_info = {'longitude': 0.0, 'latitude': 90.0, 'elevation': 0.0}
 

From ead92c5e5bdd88a3afac36825b3007b54229cedd Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 10 Sep 2020 10:54:02 -0400
Subject: [PATCH 269/303] Another fix to degrees vs hourangle.

---
 banzai_nres/rv.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 23cb7088..1662c6c9 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -55,7 +55,7 @@ def barycentric_correction(time, exptime, ra, dec, site):
     # The following is largely taken from the astropy example page
     site_location = EarthLocation.from_geodetic(lat=site.latitude*units.deg, lon=site.longitude*units.deg,
                                                 height=site.elevation*units.m)
-    sky_coordinates = SkyCoord(ra=ra, dec=dec, unit=(units.hourangle, units.deg))
+    sky_coordinates = SkyCoord(ra=ra, dec=dec, unit=(units.deg, units.deg))
     # The time given in the NRES header is the exposure start time; correct this to the midpoint
     # Eventually, we will want to use the flux-weighted mid-point calculated from emeter data
     obs_time = Time(time, location=site_location) + exptime / 2.0 * units.s

From 66abfcdb33c200a7e61c1173a27105e9bd6d419e Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 10 Sep 2020 14:32:13 -0400
Subject: [PATCH 270/303] Fixes to make docker image build.

---
 Dockerfile | 4 +++-
 setup.py   | 2 +-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 273e0c3a..75f10fda 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -4,8 +4,10 @@ USER root
 
 RUN conda install -y coveralls sphinx statsmodels docutils=0.15
 
+RUN pip install astropy==4.1rc1
+
 COPY --chown=10087:10000 . /lco/banzai-nres
 
-RUN pip install --global-option=build_ext /lco/banzai-nres/ --no-cache-dir
+RUN pip install /lco/banzai-nres/ --no-cache-dir
 
 USER archive
diff --git a/setup.py b/setup.py
index 18e5e31a..7b30bc95 100644
--- a/setup.py
+++ b/setup.py
@@ -23,7 +23,7 @@
       package_data={'banzai_nres': ['data/ThAr_atlas_ESO.txt', 'data/g2v_template.fits']},
       setup_requires=['pytest-runner', 'setuptools_scm'],
       install_requires=['banzai>=1.0.5', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
-                        'statsmodels', 'astropy>=4.1rc1', 'xwavecal==0.1.11', 'scipy==1.3.2', 'photutils==0.7.2', 'boto3',
+                        'statsmodels', 'astropy>=4.1rc1', 'xwavecal>=0.1.12', 'scipy==1.3.2', 'photutils==0.7.2', 'boto3',
                         'astroquery'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',

From a297b378f40b87ad9aeb48e5bad1e4c0b231a909 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 10 Sep 2020 14:47:07 -0400
Subject: [PATCH 271/303] Fixes to unit tests.

---
 banzai_nres/tests/test_rv.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index b17602d7..d338c1cb 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -68,7 +68,7 @@ def load(self, *args):
     # Make the fake image
     # Set the site to the north pole, and the ra and dec to the ecliptic pole. The time we chose is just
     # to minimize the rv correction
-    header = fits.Header({'DATE-OBS': '2020-09-12T00:00:00.000000',  'RA': '01:12:00', 'DEC': '+66:33:32.8178',
+    header = fits.Header({'DATE-OBS': '2020-09-12T00:00:00.000000',  'RA': '18:00:00', 'DEC': '+66:33:32.8178',
                           'OBJECTS': 'foo&none&none', 'EXPTIME': 1200.0})
     site_info = {'longitude': 0.0, 'latitude': 90.0, 'elevation': 0.0}
 
@@ -98,8 +98,8 @@ def load(self, *args):
 
 
 def test_bc_correction():
-    # Celestial coordinates of the North Ecliptic Pole (decimal hours, degrees)
-    ra, dec = 18.0, 66.55911605
+    # Celestial coordinates of the North Ecliptic Pole (degrees, degrees)
+    ra, dec = 270.0, 66.55911605
     # From the north pole
     site_info = {'longitude': 0.0, 'latitude': 90.0, 'elevation': 0.0}
     time, exptime = '2020-09-12T00:00:00.000000', 0.0

From fbc0f62b7e91ea6e2c810e6b17d2e1f2e8f7a9ec Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 10 Sep 2020 14:51:29 -0400
Subject: [PATCH 272/303] Permissions fix in docker.

---
 Dockerfile | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/Dockerfile b/Dockerfile
index 75f10fda..79d627d0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -10,4 +10,6 @@ COPY --chown=10087:10000 . /lco/banzai-nres
 
 RUN pip install /lco/banzai-nres/ --no-cache-dir
 
+RUN chown -R archive /home/archive
+
 USER archive

From 12ee5ba373a6d38ff1928fc703c448143336fc4c Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 11 Sep 2020 12:02:40 -0400
Subject: [PATCH 273/303] Fixes to s3 and reading in bpms that don't have a
 telescope extension.

---
 ExampleReduction.ipynb | 10 +++++++++-
 banzai_nres/dbs.py     |  5 ++---
 banzai_nres/frames.py  | 21 ++++++++++++---------
 3 files changed, 23 insertions(+), 13 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 490d2fba..0286bf63 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -185,7 +185,15 @@
     "os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --elevation 2027 --timezone -6 --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --elevation 2198 --timezone -4 --db-address={os.environ[\"DB_ADDRESS\"]}')   \n",
     "os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --instrument-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
-    "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --instrument-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
+    "os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --instrument-type 1m0-NRES-SciCam --db-address={os.environ[\"DB_ADDRESS\"]}')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
     "for bpm_filename in glob('test_data/*/nres??/bpm/*bpm*'):\n",
     "    logger.info(f'adding bpm {bpm_filename} to the database')\n",
     "    os.system(f'banzai_nres_add_bpm --filename {bpm_filename} --db-address={os.environ[\"DB_ADDRESS\"]}')"
diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index b61b0258..9b94f348 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -90,8 +90,8 @@ def populate_phoenix_models(model_location, db_address):
         # Assume they are on disk
         model_files = glob(os.path.join(model_location, '*.fits'))
     with banzai.dbs.get_session(db_address) as db_session:
-        # strip off the s3
         for model_file in model_files:
+            # strip off the s3
             if 's3' in model_location:
                 filename = model_file.key
                 location = model_location
@@ -107,8 +107,7 @@ def populate_phoenix_models(model_location, db_address):
             # Note that there are 25 header keyword value pairs in a standard phoenix model file all in cgs units
             # FITS headers have 80 character header lines
             if 's3' in model_location:
-                header_lines = s3.get_object(Bucket=model_bucket, Key=filename,
-                                             Range=f'0-{80 * 25 - 1}')['Body'].read()
+                header_lines = model_bucket.Object(model_file).get(Range=f'bytes=0-{80 * 25 - 1}')['Body'].read()
             else:
                 with open(os.path.join(location, filename), 'rb') as f:
                     header_lines = f.read(80 * 25)
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 4c12fd54..283df08b 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -403,13 +403,16 @@ def open(self, path, runtime_context) -> Optional[ObservationFrame]:
         if image is None or 'nres' not in image.meta.get('TELESCOP', '').lower():
             return None
 
-        # Fix the RA and DEC keywords to be the requested values for all of our measurements
-        if image['TELESCOPE_1'].meta['OBJECT'].lower() in image.meta['OBJECTS'].lower():
-            telescope_num = 1
-        else:
-            telescope_num = 2
-        image.ra = image[f'TELESCOPE_{telescope_num}'].meta['CAT-RA']
-        image.dec = image[f'TELESCOPE_{telescope_num}'].meta['CAT-DEC']
-        image.pm_ra = image[f'TELESCOPE_{telescope_num}'].meta['PM-RA']
-        image.pm_dec = image[f'TELESCOPE_{telescope_num}'].meta['PM-DEC']
+        # Not all NRES CDPs have all the extensions like bias frames and BPMs so we have to check
+        if 'TELESCOPE_1' in image:
+
+            # Fix the RA and DEC keywords to be the requested values for all of our measurements
+            if image['TELESCOPE_1'].meta['OBJECT'].lower() in image.meta['OBJECTS'].lower():
+                telescope_num = 1
+            else:
+                telescope_num = 2
+            image.ra = image[f'TELESCOPE_{telescope_num}'].meta['CAT-RA']
+            image.dec = image[f'TELESCOPE_{telescope_num}'].meta['CAT-DEC']
+            image.pm_ra = image[f'TELESCOPE_{telescope_num}'].meta['PM-RA']
+            image.pm_dec = image[f'TELESCOPE_{telescope_num}'].meta['PM-DEC']
         return image

From dcefa201872961f7c2fe4682b2713661078edb21 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 11 Sep 2020 13:40:45 -0400
Subject: [PATCH 274/303] Fix to mocking in classify.

---
 banzai_nres/tests/test_e2e.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index d22df978..a1ad0cf4 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -290,7 +290,7 @@ def test_if_stacked_arc_frame_was_created(self):
 class TestScienceFrameProcessing:
     @pytest.fixture(autouse=True)
     @mock.patch('banzai_nres.classify.simbad.query_region')
-    @mock.patch('banzai_nres.classify.astroquery.gaia.Gaia.query_object')
+    @mock.patch('banzai_nres.classify.Gaia.query_object')
     def process_frames(self, mock_gaia, mock_simbad):
         # return an empty dummy value because Procyon is not in Gaia
         mock_gaia.return_value = Table({'a': []})

From 8516d75b32c21d9b28449a8d75463415973dbac9 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 11 Sep 2020 14:58:21 -0400
Subject: [PATCH 275/303] Fixes to proper motion and contains method for
 frames.

---
 banzai_nres/frames.py | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 283df08b..8fe19216 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -67,6 +67,9 @@ def __getitem__(self, item):
             return self._hdus[item]
         return self._hdus[self._hdu_names.index(item)]
 
+    def __contains__(self, item):
+        return item in self._hdu_names
+
     def num_lit_fibers(self):
         return 1 * self.fiber0_lit + 1 * self.fiber1_lit + 1 * self.fiber2_lit
 
@@ -181,7 +184,7 @@ def ra(self):
 
     @ra.setter
     def ra(self, value):
-        if np.isnan(value):
+        if isinstance(value, float) and np.isnan(value):
             self.primary_hdu.meta['RA'] = 'N/A'
         else:
             a = Angle(value, units.deg)
@@ -195,7 +198,7 @@ def dec(self):
 
     @dec.setter
     def dec(self, value):
-        if np.isnan(value):
+        if isinstance(value, float) and np.isnan(value):
             self.primary_hdu.meta['DEC'] = 'N/A'
         else:
             a = Angle(value, units.deg)
@@ -413,6 +416,7 @@ def open(self, path, runtime_context) -> Optional[ObservationFrame]:
                 telescope_num = 2
             image.ra = image[f'TELESCOPE_{telescope_num}'].meta['CAT-RA']
             image.dec = image[f'TELESCOPE_{telescope_num}'].meta['CAT-DEC']
-            image.pm_ra = image[f'TELESCOPE_{telescope_num}'].meta['PM-RA']
-            image.pm_dec = image[f'TELESCOPE_{telescope_num}'].meta['PM-DEC']
+            # Convert to mas / yr from arcsec / year
+            image.pm_ra = image[f'TELESCOPE_{telescope_num}'].meta['PM-RA'] * 1000.0
+            image.pm_dec = image[f'TELESCOPE_{telescope_num}'].meta['PM-DEC'] * 1000.0
         return image

From f3dc4e3fa30e25784830b3b28b4d8adc87ceceec Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 11 Sep 2020 15:10:45 -0400
Subject: [PATCH 276/303] Fix to get phoenix models loaded.

---
 banzai_nres/dbs.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index 9b94f348..8b8c8f20 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -107,7 +107,7 @@ def populate_phoenix_models(model_location, db_address):
             # Note that there are 25 header keyword value pairs in a standard phoenix model file all in cgs units
             # FITS headers have 80 character header lines
             if 's3' in model_location:
-                header_lines = model_bucket.Object(model_file).get(Range=f'bytes=0-{80 * 25 - 1}')['Body'].read()
+                header_lines = model_bucket.Object(key=filename).get(Range=f'bytes=0-{80 * 25 - 1}')['Body'].read()
             else:
                 with open(os.path.join(location, filename), 'rb') as f:
                     header_lines = f.read(80 * 25)

From 7891553d088d1d7e0fe31402d180b983cba098b5 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 11 Sep 2020 15:19:07 -0400
Subject: [PATCH 277/303] Fixes to byte strings in loading phoenix models into
 the db.

---
 banzai_nres/utils/fits_utils.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/banzai_nres/utils/fits_utils.py b/banzai_nres/utils/fits_utils.py
index 10cc2521..00461e1f 100644
--- a/banzai_nres/utils/fits_utils.py
+++ b/banzai_nres/utils/fits_utils.py
@@ -6,7 +6,7 @@ def fits_bytes_to_header(header_lines):
     for i in range(0, len(header_lines), 80):
         header_line = header_lines[i:i+80]
         keyword = header_line[:8].strip()
-        comment_start = header_line.find("\\")
+        comment_start = header_line.find(b"\\")
         value = header_line[9:comment_start].strip()
         try:
             value = int(value)
@@ -15,11 +15,11 @@ def fits_bytes_to_header(header_lines):
                 value = float(value)
             except:
                 pass
-        if value == 'T':
+        if value == b'T':
             value = True
-        elif value == 'F':
+        elif value == b'F':
             value = False
         comment = header_line[comment_start + 1:].strip()
 
         header[keyword] = value, comment
-    return header
\ No newline at end of file
+    return header

From 26ae37737ac713ebe071acb9d2b8a8d6d3a8fbe7 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 11 Sep 2020 15:52:09 -0400
Subject: [PATCH 278/303] Refactored classify code so that the returns are not
 so confusing.

---
 banzai_nres/classify.py         | 65 ++++++++++++++++-----------------
 banzai_nres/utils/fits_utils.py |  1 +
 2 files changed, 33 insertions(+), 33 deletions(-)

diff --git a/banzai_nres/classify.py b/banzai_nres/classify.py
index 90cd6b83..520ad8d5 100644
--- a/banzai_nres/classify.py
+++ b/banzai_nres/classify.py
@@ -12,21 +12,17 @@
 Gaia.ROW_LIMIT = 200
 
 
-def get_initial_guess(ra, dec, pm_ra, pm_dec):
+def find_object_in_catalog(image, db_address):
     """
-
-    :param ra: hour angle
-    :param dec: deg
-    :param pm_ra: mas/yr, Note this needs to include the cos dec term like it is in simbad
-    :param pm_dec: mas/yr
+    Find the object in external catalogs. Update the ra and dec if found. Also add an initial classification if found.
     :return:
     """
 
     # Assume that the equinox and input epoch are both j2000.
     # Gaia uses an equinox of 2000, but epoch of 2015.5 for the proper motion
-    coordinate = SkyCoord(ra=ra, dec=dec, unit=(units.hourangle, units.deg),
-                          frame='icrs', pm_ra_cosdec=pm_ra * units.mas / units.year,
-                          pm_dec=pm_dec * units.mas / units.year, equinox='j2000',
+    coordinate = SkyCoord(ra=image.ra, dec=image.dec, unit=(units.deg, units.deg),
+                          frame='icrs', pm_ra_cosdec=image.pm_ra * units.mas / units.year,
+                          pm_dec=image.pm_dec * units.mas / units.year, equinox='j2000',
                           obstime=Time(2000.0, format='decimalyear'))
     transformed_coordinate = coordinate.apply_space_motion(new_obstime=Time(2015.5, format='decimalyear'))
 
@@ -37,37 +33,40 @@ def get_initial_guess(ra, dec, pm_ra, pm_dec):
 
     # Filter out objects fainter than r=12
     results = results[results['phot_rp_mean_mag'] < 12.0]
+    if len(results) > 0:
+        image.classification = dbs.get_closest_HR_phoenix_models(db_address, results[0]['teff_val'],
+                                                                 results[0]['lum_val'])
+        # Update the ra and dec to the catalog coordinates as those are basically always better than a user enters
+        # manually.
+        image.ra, image.dec = results[0]['ra'], results[0]['dec']
+        image.pm_ra, image.pm_dec = results[0]['pmra'], results[0]['pmdec']
     # If nothing in Gaia fall back to simbad. This should only be for stars that are brighter than mag = 3
-    if len(results) == 0:
+    else:
         results = simbad.query_region(coordinate, radius='0d0m10s')
         results.rename_column('Fe_H_log_g', 'log_g')
-        # If there are still no results, then abort
-        if len(results) == 0:
-            return None
-        else:
-            return results[0]['RA', 'DEC', 'PMRA', 'PMDEC', 'Fe_H_Teff', 'log_g']
-
-    else:
-        return results[0]['ra', 'dec', 'pmra', 'pmdec', 'teff_val', 'lum_val']
+        if len(results) > 0:
+            image.classification = dbs.get_closest_phoenix_models(db_address, results[0]['Fe_H_Teff'],
+                                                                  results[0]['Fe_H_log_g'])
+            # Update the ra and dec to the catalog coordinates as those are basically always better than a user enters
+            # manually.
+            image.ra, image.dec = results[0]['RA'], results[0]['DEC']
+            image.pm_ra, image.pm_dec = results[0]['PMRA'], results[0]['PMDEC']
+        # If there are still no results, then do nothing
 
 
 class StellarClassifier(Stage):
     def do_stage(self, image) -> NRESObservationFrame:
-        initial_guess = get_initial_guess(image.ra, image.dec, image.pm_ra, image.pm_dec)
-        if initial_guess is None:
-            return image
+        find_object_in_catalog(image, self.runtime_context.db_address)
 
-        if 'log_g' in initial_guess.colnames:
-            ra, dec, pm_ra, pm_dec, T_effective, log_g = initial_guess
-            # Assume solar alpha abundance and metallicity to start
-            image.classification = dbs.get_closest_phoenix_models(self.runtime_context.db_address, T_effective, log_g)
-        # Assume HR diagram
-        else:
-            ra, dec, pm_ra, pm_dec, T_effective, luminosity = initial_guess
-            image.classification = dbs.get_closest_HR_phoenix_models(self.runtime_context.db_address, T_effective, luminosity)
-        # Update the ra and dec to the catalog coordinates as those are basically always better than a user enters
-        # manually.
-        image.ra, image.dec = ra, dec
-        image.pm_ra, image.pm_dec = pm_ra, pm_dec
         # TODO: For each param: Fix the other params, get the N closest models and save the results
+
+        if image.classifciation is None:
+            image.meta['CLASSIFY'] = 0, 'Was this spectrum classified'
+        else:
+            image.meta['CLASSIFY'] = 1, 'Was this spectrum classified'
+            image.meta['TEFF'] = image.classifciation.T_effective
+            image.meta['LOG_G'] = image.classifciation.log_g
+            image.meta['FE_H'] = image.classifciation.metallicity
+            image.meta['ALPHA'] = image.classifciation.alpha
+
         return image
diff --git a/banzai_nres/utils/fits_utils.py b/banzai_nres/utils/fits_utils.py
index 00461e1f..65781832 100644
--- a/banzai_nres/utils/fits_utils.py
+++ b/banzai_nres/utils/fits_utils.py
@@ -2,6 +2,7 @@
 
 
 def fits_bytes_to_header(header_lines):
+    header_lines = header_lines.decode("utf-8")
     header = fits.Header({})
     for i in range(0, len(header_lines), 80):
         header_line = header_lines[i:i+80]

From 48a249c14061595c33ac09925cf06b478149bf05 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 11 Sep 2020 16:01:29 -0400
Subject: [PATCH 279/303] Bytes fix.

---
 banzai_nres/utils/fits_utils.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/utils/fits_utils.py b/banzai_nres/utils/fits_utils.py
index 65781832..681e6702 100644
--- a/banzai_nres/utils/fits_utils.py
+++ b/banzai_nres/utils/fits_utils.py
@@ -7,7 +7,7 @@ def fits_bytes_to_header(header_lines):
     for i in range(0, len(header_lines), 80):
         header_line = header_lines[i:i+80]
         keyword = header_line[:8].strip()
-        comment_start = header_line.find(b"\\")
+        comment_start = header_line.find("\\")
         value = header_line[9:comment_start].strip()
         try:
             value = int(value)

From efd45e65955242410e18bce27a7067991e125135 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 11 Sep 2020 16:20:10 -0400
Subject: [PATCH 280/303] fixes for nres cdps that have nans in the cat ra and
 dec keywords like flats.

---
 banzai_nres/frames.py | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 8fe19216..2853f6f2 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -414,8 +414,14 @@ def open(self, path, runtime_context) -> Optional[ObservationFrame]:
                 telescope_num = 1
             else:
                 telescope_num = 2
-            image.ra = image[f'TELESCOPE_{telescope_num}'].meta['CAT-RA']
-            image.dec = image[f'TELESCOPE_{telescope_num}'].meta['CAT-DEC']
+
+            if 'nan' in  str(image[f'TELESCOPE_{telescope_num}'].meta['CAT-RA']).lower() or \
+                    'n/a' in  str(image[f'TELESCOPE_{telescope_num}'].meta['CAT-RA']).lower():
+                ra_dec_keyword = ''
+            else:
+                ra_dec_keyword = 'CAT-'
+            image.ra = image[f'TELESCOPE_{telescope_num}'].meta[f'{ra_dec_keyword}RA']
+            image.dec = image[f'TELESCOPE_{telescope_num}'].meta[f'{ra_dec_keyword}DEC']
             # Convert to mas / yr from arcsec / year
             image.pm_ra = image[f'TELESCOPE_{telescope_num}'].meta['PM-RA'] * 1000.0
             image.pm_dec = image[f'TELESCOPE_{telescope_num}'].meta['PM-DEC'] * 1000.0

From 1b70c9b1a5ec08260ddc54023a003aed3bbc1ff6 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 11 Sep 2020 16:25:35 -0400
Subject: [PATCH 281/303] Fix to splitting out the comment section in fits
 headers.

---
 banzai_nres/utils/fits_utils.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/utils/fits_utils.py b/banzai_nres/utils/fits_utils.py
index 681e6702..696a15ea 100644
--- a/banzai_nres/utils/fits_utils.py
+++ b/banzai_nres/utils/fits_utils.py
@@ -7,7 +7,7 @@ def fits_bytes_to_header(header_lines):
     for i in range(0, len(header_lines), 80):
         header_line = header_lines[i:i+80]
         keyword = header_line[:8].strip()
-        comment_start = header_line.find("\\")
+        comment_start = header_line.find("/")
         value = header_line[9:comment_start].strip()
         try:
             value = int(value)

From d9ee594e9619eb5f396a8d38c9b2c13aa2a19b60 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Fri, 11 Sep 2020 16:34:45 -0400
Subject: [PATCH 282/303] More fixes to parsing proper motion keywords in non
 target headers.

---
 banzai_nres/frames.py | 24 +++++++++++++++++++-----
 1 file changed, 19 insertions(+), 5 deletions(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 2853f6f2..632e7003 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -206,25 +206,39 @@ def dec(self, value):
 
     @property
     def pm_ra(self):
+        if self.primary_hdu.meta['PM-RA'] == 'N/A':
+            return np.nan
         # Proper motion is stored in arcseconds/year but we always use it in mas/year
         # Note that the RA proper motion has the cos dec term included both in the header and when we use it
         return self.primary_hdu.meta['PM-RA'] * 1000.0
 
     @pm_ra.setter
     def pm_ra(self, value):
-        # Proper motion is stored in arcseconds/year but we always use it in mas/year
-        # Note that the RA proper motion has the cos dec term included both in the header and when we use it
-        self.primary_hdu.meta['PM-RA'] = value / 1000.0
+        if isinstance(value, str):
+            self.primary_hdu.meta['PM-RA'] = value
+        elif isinstance(value, float) and np.isnan(value):
+            self.primary_hdu.meta['PM-RA'] = 'N/A'
+        else:
+            # Proper motion is stored in arcseconds/year but we always use it in mas/year
+            # Note that the RA proper motion has the cos dec term included both in the header and when we use it
+            self.primary_hdu.meta['PM-RA'] = value / 1000.0
 
     @property
     def pm_dec(self):
+        if self.primary_hdu.meta['PM-DEC'] == 'N/A':
+            return np.nan
         # Proper motion is stored in arcseconds/year but we always use it in mas/year
         return self.primary_hdu.meta['PM-DEC'] * 1000.0
 
     @pm_dec.setter
     def pm_dec(self, value):
-        # Proper motion is stored in arcseconds/year but we always use it in mas/year
-        self.primary_hdu.meta['PM-DEC'] = value / 1000.0
+        if isinstance(value, str):
+            self.primary_hdu.meta['PM-DEC'] = value
+        elif isinstance(value, float) and np.isnan(value):
+            self.primary_hdu.meta['PM-DEC'] = 'N/A'
+        else:
+            # Proper motion is stored in arcseconds/year but we always use it in mas/year
+            self.primary_hdu.meta['PM-DEC'] = value / 1000.0
 
 
 class NRESCalibrationFrame(LCOCalibrationFrame, NRESObservationFrame):

From 08532f301c2af9051243ee49de571aa7d141cb96 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 14 Sep 2020 12:38:16 -0400
Subject: [PATCH 283/303] Mocked out calls to populate phoenix models in the db
 in the e2e tests.

---
 banzai_nres/dbs.py                  |      1 +
 banzai_nres/tests/data/phoenix.json | 521006 +++++++++++++++++++++++++
 banzai_nres/tests/test_e2e.py       |     14 +-
 3 files changed, 521019 insertions(+), 2 deletions(-)
 create mode 100644 banzai_nres/tests/data/phoenix.json

diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index 8b8c8f20..6b1a8745 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -123,6 +123,7 @@ def populate_phoenix_models(model_location, db_address):
                                  'radius': radius,
                                  'luminosity': luminosity,
                                  'mass': mass}
+            logger.info('Loading Phoenix Model', extra_tags=record_attributes)
             banzai.dbs.add_or_update_record(db_session, PhoenixModel, equivalence_criteria, record_attributes)
             db_session.commit()
 
diff --git a/banzai_nres/tests/data/phoenix.json b/banzai_nres/tests/data/phoenix.json
new file mode 100644
index 00000000..bebcc2d9
--- /dev/null
+++ b/banzai_nres/tests/data/phoenix.json
@@ -0,0 +1,521006 @@
+[
+    {
+        "mass": 4.1294e+32,
+        "luminosity": 6.5137e+31,
+        "alpha": 0.6,
+        "log_g": 4.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 52489000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2400.0,
+        "filename": "phoenix-02400-p4.0-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 1.5802e+33,
+        "luminosity": 6.6485e+36,
+        "alpha": 0.6,
+        "log_g": -0.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 18275000000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2300.0,
+        "filename": "phoenix-02300-m0.5-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 3.4413e+32,
+        "luminosity": 5.4283e+30,
+        "alpha": 0.6,
+        "log_g": 5.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 15154000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2400.0,
+        "filename": "phoenix-02400-p5.0-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 1.5802e+33,
+        "luminosity": 2.1025e+36,
+        "alpha": 0.6,
+        "log_g": 0.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 10267000000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2300.0,
+        "filename": "phoenix-02300-p0.0-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 3.4413e+32,
+        "luminosity": 1.7166e+31,
+        "alpha": 0.6,
+        "log_g": 4.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 26948000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2400.0,
+        "filename": "phoenix-02400-p4.5-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 1.2642e+33,
+        "luminosity": 5.3188e+35,
+        "alpha": 0.6,
+        "log_g": 0.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 5165800000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2300.0,
+        "filename": "phoenix-02300-p0.5-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 3.4412e+32,
+        "luminosity": 1.7165e+30,
+        "alpha": 0.6,
+        "log_g": 5.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 8522100000.0,
+        "metallicity": 0.5,
+        "T_effective": 2400.0,
+        "filename": "phoenix-02400-p5.5-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 9.4808e+32,
+        "luminosity": 1.2614e+35,
+        "alpha": 0.6,
+        "log_g": 1.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 2516800000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2300.0,
+        "filename": "phoenix-02300-p1.0-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 3.4411e+32,
+        "luminosity": 5.428e+29,
+        "alpha": 0.6,
+        "log_g": 6.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 4792200000.0,
+        "metallicity": 0.5,
+        "T_effective": 2400.0,
+        "filename": "phoenix-02400-p6.0-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 9.4814e+32,
+        "luminosity": 3.9891e+34,
+        "alpha": 0.6,
+        "log_g": 1.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 1414500000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2300.0,
+        "filename": "phoenix-02300-p1.5-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 1.867e+33,
+        "luminosity": 1.0965e+37,
+        "alpha": 0.6,
+        "log_g": -0.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 19848000000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2500.0,
+        "filename": "phoenix-02500-m0.5-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 6.3208e+32,
+        "luminosity": 8.4097e+33,
+        "alpha": 0.6,
+        "log_g": 2.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 649730000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2300.0,
+        "filename": "phoenix-02300-p2.0-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 1.867e+33,
+        "luminosity": 3.4674e+36,
+        "alpha": 0.6,
+        "log_g": 0.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 11170000000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2500.0,
+        "filename": "phoenix-02500-p0.0-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 4.4244e+32,
+        "luminosity": 1.8615e+33,
+        "alpha": 0.6,
+        "log_g": 2.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 305730000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2300.0,
+        "filename": "phoenix-02300-p2.5-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 1.4936e+33,
+        "luminosity": 8.7717e+35,
+        "alpha": 0.6,
+        "log_g": 0.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 5617000000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2500.0,
+        "filename": "phoenix-02500-p0.5-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 4.4245e+32,
+        "luminosity": 5.8867e+32,
+        "alpha": 0.6,
+        "log_g": 3.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 171780000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2300.0,
+        "filename": "phoenix-02300-p3.0-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 1.1202e+33,
+        "luminosity": 2.0804e+35,
+        "alpha": 0.6,
+        "log_g": 1.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 2736100000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2500.0,
+        "filename": "phoenix-02500-p1.0-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 3.7925e+32,
+        "luminosity": 1.5956e+32,
+        "alpha": 0.6,
+        "log_g": 3.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 89488000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2300.0,
+        "filename": "phoenix-02300-p3.5-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 1.1202e+33,
+        "luminosity": 6.5789e+34,
+        "alpha": 0.6,
+        "log_g": 1.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 1538800000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2500.0,
+        "filename": "phoenix-02500-p1.5-p0.5-p0.6.fits"
+    },
+    {
+        "mass": 3.7925e+32,
+        "luminosity": 5.0458e+31,
+        "alpha": 0.6,
+        "log_g": 4.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 50308000000.0,
+        "metallicity": 0.5,
+        "T_effective": 2300.0,
+        "filename": "phoenix-02300-p4.0-p0.5-p0.6.fits"
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+        "radius": 16282000000.0,
+        "metallicity": -4.0,
+        "T_effective": 14500.0,
+        "filename": "phoenix-14500-p6.5-m4.0-p0.0.fits"
+    },
+    {
+        "mass": 2.6884e+34,
+        "luminosity": 6.4708e+38,
+        "alpha": 0.0,
+        "log_g": 2.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 4235500000000.0,
+        "metallicity": -4.0,
+        "T_effective": 15000.0,
+        "filename": "phoenix-15000-p2.0-m4.0-p0.0.fits"
+    },
+    {
+        "mass": 1.8819e+34,
+        "luminosity": 1.4324e+38,
+        "alpha": 0.0,
+        "log_g": 2.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 1994000000000.0,
+        "metallicity": -4.0,
+        "T_effective": 15000.0,
+        "filename": "phoenix-15000-p2.5-m4.0-p0.0.fits"
+    },
+    {
+        "mass": 1.8818e+34,
+        "luminosity": 4.5293e+37,
+        "alpha": 0.0,
+        "log_g": 3.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 1121000000000.0,
+        "metallicity": -4.0,
+        "T_effective": 15000.0,
+        "filename": "phoenix-15000-p3.0-m4.0-p0.0.fits"
+    },
+    {
+        "mass": 1.613e+34,
+        "luminosity": 1.2277e+37,
+        "alpha": 0.0,
+        "log_g": 3.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 583040000000.0,
+        "metallicity": -4.0,
+        "T_effective": 15000.0,
+        "filename": "phoenix-15000-p3.5-m4.0-p0.0.fits"
+    },
+    {
+        "mass": 1.6131e+34,
+        "luminosity": 3.8825e+36,
+        "alpha": 0.0,
+        "log_g": 4.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 327990000000.0,
+        "metallicity": -4.0,
+        "T_effective": 15000.0,
+        "filename": "phoenix-15000-p4.0-m4.0-p0.0.fits"
+    },
+    {
+        "mass": 1.3442e+34,
+        "luminosity": 1.0231e+36,
+        "alpha": 0.0,
+        "log_g": 4.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 168430000000.0,
+        "metallicity": -4.0,
+        "T_effective": 15000.0,
+        "filename": "phoenix-15000-p4.5-m4.0-p0.0.fits"
+    },
+    {
+        "mass": 1.3442e+34,
+        "luminosity": 3.2354e+35,
+        "alpha": 0.0,
+        "log_g": 5.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 94716000000.0,
+        "metallicity": -4.0,
+        "T_effective": 15000.0,
+        "filename": "phoenix-15000-p5.0-m4.0-p0.0.fits"
+    },
+    {
+        "mass": 1.3442e+34,
+        "luminosity": 1.0231e+35,
+        "alpha": 0.0,
+        "log_g": 5.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 53260000000.0,
+        "metallicity": -4.0,
+        "T_effective": 15000.0,
+        "filename": "phoenix-15000-p5.5-m4.0-p0.0.fits"
+    },
+    {
+        "mass": 1.3442e+34,
+        "luminosity": 3.2354e+34,
+        "alpha": 0.0,
+        "log_g": 6.0,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 29945000000.0,
+        "metallicity": -4.0,
+        "T_effective": 15000.0,
+        "filename": "phoenix-15000-p6.0-m4.0-p0.0.fits"
+    },
+    {
+        "mass": 1.3442e+34,
+        "luminosity": 1.0231e+34,
+        "alpha": 0.0,
+        "log_g": 6.5,
+        "location": "s3://banzai-nres-phoenix-models-lco-global",
+        "radius": 16858000000.0,
+        "metallicity": -4.0,
+        "T_effective": 15000.0,
+        "filename": "phoenix-15000-p6.5-m4.0-p0.0.fits"
+    }
+]
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index a1ad0cf4..23a4616c 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -17,6 +17,8 @@
 from astropy.io import fits
 from astropy.table import Table
 from banzai.utils import fits_utils
+import banzai_nres.dbs
+import json
 
 import logging
 
@@ -35,6 +37,7 @@
 
 TEST_PACKAGE = 'banzai_nres.tests'
 CONFIGDB_FILENAME = pkg_resources.resource_filename('banzai_nres.tests', 'data/configdb_example.json')
+PHOENIX_FILENAME = pkg_resources.resource_filename('banzai_nres.tests', 'data/phoenix.json')
 
 
 def observation_portal_side_effect(*args, **kwargs):
@@ -187,6 +190,13 @@ def run_check_if_stacked_calibrations_are_in_db(raw_filenames, calibration_type)
     assert len(calibrations_in_db) == number_of_stacks_that_should_have_been_created
 
 
+def mock_phoenix_models_in_db(db_address):
+    with open(PHOENIX_FILENAME) as f:
+        phoenix_data = json.load(f)
+    with dbs.get_session(db_address) as db_session:
+        db_session.bulk_insert_mappings(banzai_nres.dbs.PhoenixModel, phoenix_data)
+
+
 @pytest.mark.e2e
 @pytest.fixture(scope='module')
 @mock.patch('banzai.dbs.requests.get', return_value=FakeResponse(CONFIGDB_FILENAME))
@@ -197,8 +207,8 @@ def init(configdb):
     os.system(f'banzai_add_site --site lsc --latitude -30.1673833333 --longitude -70.8047888889 --elevation 2198 --timezone -4 --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site lsc --camera fl09 --name nres01 --instrument-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
     os.system(f'banzai_add_instrument --site elp --camera fl17 --name nres02 --instrument-type 1m0-NRES-SciCam --db-address={os.environ["DB_ADDRESS"]}')
-    os.system(f'banzai_nres_populate_phoenix_models --model-location {settings.PHOENIX_MODEL_LOCATION} \
-                --db-address={os.environ["DB_ADDRESS"]}')
+
+    mock_phoenix_models_in_db(os.environ["DB_ADDRESS"])
     for instrument in INSTRUMENTS:
         for bpm_filename in glob(os.path.join(DATA_ROOT, instrument, 'bpm/*bpm*')):
             logger.info(f'adding bpm {bpm_filename} to the database')

From d5c36dc28de03f05608b8ec6cdbbb30daf7bc202 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Mon, 14 Sep 2020 12:57:26 -0400
Subject: [PATCH 284/303] Fix to N/A in proper motions in flats.

---
 banzai_nres/frames.py | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 632e7003..18916396 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -436,7 +436,11 @@ def open(self, path, runtime_context) -> Optional[ObservationFrame]:
                 ra_dec_keyword = 'CAT-'
             image.ra = image[f'TELESCOPE_{telescope_num}'].meta[f'{ra_dec_keyword}RA']
             image.dec = image[f'TELESCOPE_{telescope_num}'].meta[f'{ra_dec_keyword}DEC']
-            # Convert to mas / yr from arcsec / year
-            image.pm_ra = image[f'TELESCOPE_{telescope_num}'].meta['PM-RA'] * 1000.0
-            image.pm_dec = image[f'TELESCOPE_{telescope_num}'].meta['PM-DEC'] * 1000.0
+            if image[f'TELESCOPE_{telescope_num}'].meta['PM-RA'] == 'N/A':
+                image.pm_ra = np.nan
+                image.pm_dec = np.nan
+            else:
+                # Convert to mas / yr from arcsec / year
+                image.pm_ra = image[f'TELESCOPE_{telescope_num}'].meta['PM-RA'] * 1000.0
+                image.pm_dec = image[f'TELESCOPE_{telescope_num}'].meta['PM-DEC'] * 1000.0
         return image

From 29a9d66d8564a821d01cd39f36da38a5736da0ea Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 15 Sep 2020 15:03:03 -0400
Subject: [PATCH 285/303] Fixes to catalog calls. Other fixes to comments from
 Mirek and Marshall.

---
 ExampleReduction.ipynb             |  2 +-
 banzai_nres/classify.py            | 27 +++++++++++++--------------
 banzai_nres/frames.py              |  4 ++--
 banzai_nres/rv.py                  |  4 +---
 banzai_nres/tests/test_e2e.py      |  5 +++--
 banzai_nres/utils/fits_utils.py    |  2 +-
 banzai_nres/utils/phoenix_utils.py |  4 ++--
 7 files changed, 23 insertions(+), 25 deletions(-)

diff --git a/ExampleReduction.ipynb b/ExampleReduction.ipynb
index 0286bf63..7dd5ea9a 100644
--- a/ExampleReduction.ipynb
+++ b/ExampleReduction.ipynb
@@ -179,7 +179,7 @@
    "outputs": [],
    "source": [
     "# THIS MAKES A FRESH DATABASE. DO NOT RUN ME UNLESS YOU WANT TO DELETE YOUR test.db AND MAKE A FRESH ONE\n",
-    "full_phoenix_path=os.path.join(os.getcwd(),phoenix_dir)\n",
+    "full_phoenix_path=os.path.join(os.getcwd(), phoenix_dir)\n",
     "os.system(f'banzai_nres_create_db --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_nres_populate_phoenix_models --model-location={full_phoenix_path} --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
     "os.system(f'banzai_add_site --site elp --latitude 30.67986944 --longitude -104.015175 --elevation 2027 --timezone -6 --db-address={os.environ[\"DB_ADDRESS\"]}')\n",
diff --git a/banzai_nres/classify.py b/banzai_nres/classify.py
index 520ad8d5..91860ef6 100644
--- a/banzai_nres/classify.py
+++ b/banzai_nres/classify.py
@@ -5,11 +5,7 @@
 from astropy import units
 from astropy.time import Time
 from astropy.coordinates import SkyCoord
-from astroquery.gaia import Gaia
-from astroquery.simbad import Simbad
-simbad = Simbad()
-simbad.add_votable_fields('pmra', 'pmdec', 'fe_h')
-Gaia.ROW_LIMIT = 200
+from astroquery import gaia, simbad
 
 
 def find_object_in_catalog(image, db_address):
@@ -29,7 +25,9 @@ def find_object_in_catalog(image, db_address):
     with warnings.catch_warnings():
         warnings.simplefilter("ignore")
         # 10 arcseconds should be a large enough radius to capture bright objects.
-        results = Gaia.query_object(coordinate=transformed_coordinate, radius=10.0 * units.arcsec)
+        gaia_connection = gaia.GaiaClass()
+        gaia_connection.ROW_LIMIT = 200
+        results = gaia_connection.query_object(coordinate=transformed_coordinate, radius=10.0 * units.arcsec)
 
     # Filter out objects fainter than r=12
     results = results[results['phot_rp_mean_mag'] < 12.0]
@@ -42,9 +40,10 @@ def find_object_in_catalog(image, db_address):
         image.pm_ra, image.pm_dec = results[0]['pmra'], results[0]['pmdec']
     # If nothing in Gaia fall back to simbad. This should only be for stars that are brighter than mag = 3
     else:
-        results = simbad.query_region(coordinate, radius='0d0m10s')
-        results.rename_column('Fe_H_log_g', 'log_g')
-        if len(results) > 0:
+        simbad_connection = simbad.Simbad()
+        simbad_connection.add_votable_fields('pmra', 'pmdec', 'fe_h')
+        results = simbad_connection.query_region(coordinate, radius='0d0m10s')
+        if results:
             image.classification = dbs.get_closest_phoenix_models(db_address, results[0]['Fe_H_Teff'],
                                                                   results[0]['Fe_H_log_g'])
             # Update the ra and dec to the catalog coordinates as those are basically always better than a user enters
@@ -60,13 +59,13 @@ def do_stage(self, image) -> NRESObservationFrame:
 
         # TODO: For each param: Fix the other params, get the N closest models and save the results
 
-        if image.classifciation is None:
+        if image.classification is None:
             image.meta['CLASSIFY'] = 0, 'Was this spectrum classified'
         else:
             image.meta['CLASSIFY'] = 1, 'Was this spectrum classified'
-            image.meta['TEFF'] = image.classifciation.T_effective
-            image.meta['LOG_G'] = image.classifciation.log_g
-            image.meta['FE_H'] = image.classifciation.metallicity
-            image.meta['ALPHA'] = image.classifciation.alpha
+            image.meta['TEFF'] = image.classification.T_effective
+            image.meta['LOG_G'] = image.classification.log_g
+            image.meta['FE_H'] = image.classification.metallicity
+            image.meta['ALPHA'] = image.classification.alpha
 
         return image
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 18916396..81ee9668 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -430,11 +430,11 @@ def open(self, path, runtime_context) -> Optional[ObservationFrame]:
                 telescope_num = 2
 
             if 'nan' in  str(image[f'TELESCOPE_{telescope_num}'].meta['CAT-RA']).lower() or \
-                    'n/a' in  str(image[f'TELESCOPE_{telescope_num}'].meta['CAT-RA']).lower():
+                    'n/a' in str(image[f'TELESCOPE_{telescope_num}'].meta['CAT-RA']).lower():
                 ra_dec_keyword = ''
             else:
                 ra_dec_keyword = 'CAT-'
-            image.ra = image[f'TELESCOPE_{telescope_num}'].meta[f'{ra_dec_keyword}RA']
+            image.ra = Angle(image[f'TELESCOPE_{telescope_num}'].meta[f'{ra_dec_keyword}RA'], units.hourangle).deg
             image.dec = image[f'TELESCOPE_{telescope_num}'].meta[f'{ra_dec_keyword}DEC']
             if image[f'TELESCOPE_{telescope_num}'].meta['PM-RA'] == 'N/A':
                 image.pm_ra = np.nan
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 1662c6c9..b08ca920 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -94,7 +94,6 @@ def do_stage(self, image) -> ObservationFrame:
         if image.classification is None:
             logger.warning('No classification to use for an RV template', image=image)
             return image
-        # Get a G2V template for the moment
         phoenix_loader = phoenix.PhoenixModelLoader(self.runtime_context.db_address)
         template = phoenix_loader.load(image.classification)
         # Pick orders near the center of the detector that have a high Signal to noise and are free of tellurics.
@@ -115,8 +114,7 @@ def do_stage(self, image) -> ObservationFrame:
         rvs_per_order = np.array([ccf['v'][np.argmax(ccf['xcor'])] for ccf in final_ccfs])
         # Calculate the peak v (converting to m/s) in the spectrograph frame
         rv_measured = stats.sigma_clipped_mean(rvs_per_order, 3.0) * 1000
-        # TODO: Add ra and dec to observation frame object
-        # Note: the RA and DEC from the header are where the telescope thinks it is pointing, not the requested RA/Dec
+
         # Compute the barycentric RV and observing time corrections
         rv_correction, bjd_tdb = barycentric_correction(image.dateobs, image.exptime,
                                                         image.ra, image.dec,
diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index 23a4616c..b2e66ea4 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -299,8 +299,9 @@ def test_if_stacked_arc_frame_was_created(self):
 @pytest.mark.science_frames
 class TestScienceFrameProcessing:
     @pytest.fixture(autouse=True)
-    @mock.patch('banzai_nres.classify.simbad.query_region')
-    @mock.patch('banzai_nres.classify.Gaia.query_object')
+    # Note this requires the GAIA and SIMBAD services to be up. It's a little scary to depend on outside data source
+    # for our tests. To mock this, we would have to write a control command and use broadcast() to get it to the workers
+    # See https://stackoverflow.com/questions/30450468/mocking-out-a-call-within-a-celery-task
     def process_frames(self, mock_gaia, mock_simbad):
         # return an empty dummy value because Procyon is not in Gaia
         mock_gaia.return_value = Table({'a': []})
diff --git a/banzai_nres/utils/fits_utils.py b/banzai_nres/utils/fits_utils.py
index 696a15ea..c1c9ece3 100644
--- a/banzai_nres/utils/fits_utils.py
+++ b/banzai_nres/utils/fits_utils.py
@@ -1,7 +1,7 @@
 from astropy.io import fits
 
 
-def fits_bytes_to_header(header_lines):
+def phoenix_fits_bytes_to_header(header_lines):
     header_lines = header_lines.decode("utf-8")
     header = fits.Header({})
     for i in range(0, len(header_lines), 80):
diff --git a/banzai_nres/utils/phoenix_utils.py b/banzai_nres/utils/phoenix_utils.py
index fba8f9a4..6461f5be 100644
--- a/banzai_nres/utils/phoenix_utils.py
+++ b/banzai_nres/utils/phoenix_utils.py
@@ -1,4 +1,4 @@
-from banzai_nres.utils.fits_utils import fits_bytes_to_header
+from banzai_nres.utils.fits_utils import phoenix_fits_bytes_to_header
 
 
 def plus_minus_to_pm(value, fmt):
@@ -27,7 +27,7 @@ def parameters_to_filename(T_effective, log_g, metallicity, alpha):
 
 def parse_phoenix_header(header_lines):
     # Note all values are in cgs units
-    header = fits_bytes_to_header(header_lines)
+    header = phoenix_fits_bytes_to_header(header_lines)
     T_effective = header['PHXTEFF']
     log_g = header['PHXLOGG']
     metallicity = header['PHXM_H']

From aebd4d3be640dea5250ff7a948575b887735b023 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 15 Sep 2020 15:21:43 -0400
Subject: [PATCH 286/303] Trying pinning a dep to fix travis install.

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 7b30bc95..756b3cc2 100644
--- a/setup.py
+++ b/setup.py
@@ -24,7 +24,7 @@
       setup_requires=['pytest-runner', 'setuptools_scm'],
       install_requires=['banzai>=1.0.5', 'numpy>=1.13', 'sphinx', 'coveralls', 'sep<=1.10.0',
                         'statsmodels', 'astropy>=4.1rc1', 'xwavecal>=0.1.12', 'scipy==1.3.2', 'photutils==0.7.2', 'boto3',
-                        'astroquery'],
+                        'astroquery', 'vine==1.3.0'],
       tests_require=['pytest>=3.5'],
       entry_points={'console_scripts': ['banzai_nres_reduce_night=banzai_nres.main:reduce_night',
                                         'banzai_nres_run_realtime_pipeline=banzai_nres.main:nres_run_realtime_pipeline',

From 7a06181b9893c208b1a76dee5f4a7909f1c1673d Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 15 Sep 2020 15:26:58 -0400
Subject: [PATCH 287/303] Fix to pytest call in e2e tests.

---
 banzai_nres/tests/test_e2e.py | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index b2e66ea4..c8bde549 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -302,10 +302,7 @@ class TestScienceFrameProcessing:
     # Note this requires the GAIA and SIMBAD services to be up. It's a little scary to depend on outside data source
     # for our tests. To mock this, we would have to write a control command and use broadcast() to get it to the workers
     # See https://stackoverflow.com/questions/30450468/mocking-out-a-call-within-a-celery-task
-    def process_frames(self, mock_gaia, mock_simbad):
-        # return an empty dummy value because Procyon is not in Gaia
-        mock_gaia.return_value = Table({'a': []})
-        mock_simbad.return_value = Table(mock_simbad_response)['RA', 'DEC', 'PMRA', 'PMDEC', 'Fe_H_Teff', 'Fe_H_log_g']
+    def process_frames(self):
         run_reduce_individual_frames('*e00.fits*')
 
     def test_if_science_frames_were_created(self):

From e708562bc0651609e86abaf7554de7a29b7c0751 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 15 Sep 2020 15:27:54 -0400
Subject: [PATCH 288/303] PEP8 fix.

---
 banzai_nres/utils/phoenix_utils.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/utils/phoenix_utils.py b/banzai_nres/utils/phoenix_utils.py
index 6461f5be..093d15c6 100644
--- a/banzai_nres/utils/phoenix_utils.py
+++ b/banzai_nres/utils/phoenix_utils.py
@@ -35,4 +35,4 @@ def parse_phoenix_header(header_lines):
     radius = header['PHXREFF']
     luminosity = header['PHXLUM']
     mass = header['PHXMASS']
-    return T_effective, log_g, metallicity, alpha, radius, luminosity, mass
\ No newline at end of file
+    return T_effective, log_g, metallicity, alpha, radius, luminosity, mass

From a294b7d4dc705f12c49d027c3b51d92e1d5bbb0d Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 15 Sep 2020 16:04:34 -0400
Subject: [PATCH 289/303] Added mocking to pulling in the phoenix wavelengths
 file in the e2e tests.

---
 banzai_nres/tests/test_e2e.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/tests/test_e2e.py b/banzai_nres/tests/test_e2e.py
index c8bde549..b3e81765 100644
--- a/banzai_nres/tests/test_e2e.py
+++ b/banzai_nres/tests/test_e2e.py
@@ -19,6 +19,7 @@
 from banzai.utils import fits_utils
 import banzai_nres.dbs
 import json
+import banzai_nres.dbs
 
 import logging
 
@@ -195,7 +196,10 @@ def mock_phoenix_models_in_db(db_address):
         phoenix_data = json.load(f)
     with dbs.get_session(db_address) as db_session:
         db_session.bulk_insert_mappings(banzai_nres.dbs.PhoenixModel, phoenix_data)
-
+        dbs.add_or_update_record(db_session, banzai_nres.dbs.ResourceFile, {'key': 'phoenix_wavelengths'},
+                                 {'filename': 'phoenix_wavelength.fits',
+                                  'location': 's3://banzai-nres-phoenix-models-lco-global',
+                                  'key': 'phoenix_wavelengths'})
 
 @pytest.mark.e2e
 @pytest.fixture(scope='module')

From be4e140f48f9ed085afb3b9c1fe01f1eb2c28e6e Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 16 Sep 2020 14:29:46 -0700
Subject: [PATCH 290/303] fine ccfs are not interleved with coarse now.

---
 banzai_nres/continuum.py     |  4 +++-
 banzai_nres/rv.py            | 10 +++++++++-
 banzai_nres/tests/test_rv.py |  1 -
 3 files changed, 12 insertions(+), 3 deletions(-)

diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index d9e80adf..34500ae9 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -6,7 +6,9 @@
 from scipy.ndimage.morphology import binary_dilation
 from scipy.stats import median_absolute_deviation
 
-# Wavelength regions where there are strong Balmer or other absorption lines. This is from CERES (thanks!)
+# Wavelength regions where there are strong Balmer or other absorption lines. This is from CERES :
+# https://ui.adsabs.harvard.edu/link_gateway/2017PASP..129c4002B/doi:10.1088/1538-3873/aa5455
+
 WAVELENGTHS_TO_MASK = np.array([[6755, 6769], [6530, 6600], [4840, 4880], [4320, 4360],
                                 [4085, 4120], [3950, 3990], [3880, 3910], [3825, 3850]])
 
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index e63a6f18..0c615789 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -146,13 +146,21 @@ def do_stage(self, image) -> ObservationFrame:
         image.meta['TCOREPOS'] = 'ERFA', 'Source of Earth position'
         image.meta['TCORSYST'] = 'BJD_TDB ', 'Ref. frame_timesystem of TCORR column'
         image.meta['PLEPHEM'] = solar_system_ephemeris.get(), 'Source of planetary ephemerides'
+
         # save the fine + coarse ccfs together
+        # sort the coarse and fine ccf's
         coarse_ccfs.sort('order')
         ccfs.sort('order')
+        # remove entries from the coarse ccf's that fall within the velocity range of the fine ccf's
+        ccf_range = (np.min(ccfs['v'][0]), np.max(ccfs['v'][0]))
+        entries_to_keep = np.logical_or(coarse_ccfs['v'][0] < min(ccf_range), coarse_ccfs['v'][0] > max(ccf_range))
+        coarse_ccfs['v'] = coarse_ccfs['v'][:, entries_to_keep]
+        coarse_ccfs['xcor'] = coarse_ccfs['xcor'][:, entries_to_keep]
+        #
         final_ccfs = Table({'order': ccfs['order'],
                             'v': np.hstack([coarse_ccfs['v'], ccfs['v']]),
                             'xcor': np.hstack([coarse_ccfs['xcor'], ccfs['xcor']])})
-        # sorting xcor by the velocity grid
+        # sorting xcor by the velocity grid so that things are in order
         sort_array = np.argsort(final_ccfs['v'][0])
         final_ccfs['xcor'] = final_ccfs['xcor'][:, sort_array]
         final_ccfs['v'] = final_ccfs['v'][:, sort_array]
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 67e2ab5a..d86c7dfa 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -91,7 +91,6 @@ def load(self, *args):
     stage = RVCalculator(SimpleNamespace(db_address='foo'))
     stage.MIN_ORDER_TO_CORRELATE, stage.MAX_ORDER_TO_CORRELATE = 0, num_orders - 1
     image = stage.do_stage(image)
-
     # Assert that the true_v + rv_correction is what is in the header within 5 m/s
     assert np.abs(true_v * 1000.0 + image.meta['BARYCORR'] - image.meta['RV']) < 5.0
 

From 138377adfbe6035a64749bc76d16551368d3b02f Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 16 Sep 2020 15:11:16 -0700
Subject: [PATCH 291/303] included wavelength regions to mask for strong
 absorption lines for the template continuum fitting. Improved template
 fitting.

---
 banzai_nres/rv.py | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index 0c615789..841d224c 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -19,6 +19,14 @@
 c = constants.c.to('km / s').value
 
 
+# wavelength regions selected by eye by Mirek on 09 16 2020 wherever there are large (H alpha like, i.e. broad wings)
+# absorption features in the G2V pheonix template (banzai nres name phoenix-05700-p4.5-p0.0-p0.0.fits).
+# This shares many regions with the region masks in banzai_nres.continuum.WAVELENGTHS_TO_MASK
+PHOENIX_WAVELENGTHS_TO_MASK = np.array([[9215, 9250], [9000, 9035], [8725, 8760], [8800, 8815], [8855, 8875], [8525, 8560], [8650, 8675],
+                                        [8480, 8510], [6530, 6600], [5880, 5910], [5260, 5280], [5320, 5340], [5160, 5190], [4880, 4840],
+                                        [4380, 4390], [4310, 4360], [4090, 4115], [4040, 4055], [4060, 4070], [3950, 3980], [3925, 3945]])
+
+
 def cross_correlate(velocities, wavelength, flux, flux_uncertainty, template_wavelength, template_flux):
     """
     :param velocities: in km / s
@@ -83,6 +91,10 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
         mask = np.zeros_like(template_to_fit['flux'])
         # reject absorption lines
         mask = mark_absorption_or_emission_features(mask, template_to_fit['flux'], 10)
+        # Mask the prohibited wavelength regions.
+        for mask_region in PHOENIX_WAVELENGTHS_TO_MASK:
+            mask[np.logical_and(template_to_fit['wavelength'] >= min(mask_region),
+                                template_to_fit['wavelength'] <= max(mask_region))] = 1
         #
         continuum_model = fit_polynomial(template_to_fit['flux'], template_error, x=template_to_fit['wavelength'],
                                          order=3, mask=mask)

From f00ec2346d28b777945cae46be6de82f177b8b86 Mon Sep 17 00:00:00 2001
From: captain-exoplanet <mjohnson@lco.global>
Date: Mon, 21 Sep 2020 13:09:51 -0700
Subject: [PATCH 292/303] Bugfixes to stellar classification

---
 banzai_nres/classify.py |  3 +++
 banzai_nres/dbs.py      | 10 +++++-----
 2 files changed, 8 insertions(+), 5 deletions(-)

diff --git a/banzai_nres/classify.py b/banzai_nres/classify.py
index 91860ef6..d36fd8dc 100644
--- a/banzai_nres/classify.py
+++ b/banzai_nres/classify.py
@@ -6,6 +6,7 @@
 from astropy.time import Time
 from astropy.coordinates import SkyCoord
 from astroquery import gaia, simbad
+from astropy import constants
 
 
 def find_object_in_catalog(image, db_address):
@@ -28,6 +29,8 @@ def find_object_in_catalog(image, db_address):
         gaia_connection = gaia.GaiaClass()
         gaia_connection.ROW_LIMIT = 200
         results = gaia_connection.query_object(coordinate=transformed_coordinate, radius=10.0 * units.arcsec)
+        #convert the luminosity from the LSun units that Gaia provides to cgs units
+        results[0]['lum_val'] *= constants.L_sun.to('erg / s').value 
 
     # Filter out objects fainter than r=12
     results = results[results['phot_rp_mean_mag'] < 12.0]
diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index 6b1a8745..765979df 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -33,7 +33,7 @@ def diff_T(self, value):
         return abs(self.T_effective - value)
 
     @diff_T.expression
-    def diff_T_expression(cls, value):
+    def diff_T(cls, value):
         return func.abs(cls.T_effective - value)
 
     @hybrid_method
@@ -41,7 +41,7 @@ def diff_log_g(self, value):
         return abs(self.log_g - value)
 
     @diff_log_g.expression
-    def diff_log_g_expression(cls, value):
+    def diff_log_g(cls, value):
         return func.abs(cls.log_g - value)
 
     @hybrid_method
@@ -49,7 +49,7 @@ def diff_alpha(self, value):
         return abs(self.alpha - value)
 
     @diff_alpha.expression
-    def diff_alpha_expression(cls, value):
+    def diff_alpha(cls, value):
         return func.abs(cls.alpha - value)
 
     @hybrid_method
@@ -57,7 +57,7 @@ def diff_metallicity(self, value):
         return abs(self.metallicity - value)
 
     @diff_metallicity.expression
-    def diff_metallicity_expression(cls, value):
+    def diff_metallicity(cls, value):
         return func.abs(cls.metallicity - value)
 
     @hybrid_method
@@ -65,7 +65,7 @@ def diff_luminosity(self, value):
         return abs(self.luminosity - value)
 
     @diff_metallicity.expression
-    def diff_luminosity_expression(cls, value):
+    def diff_luminosity(cls, value):
         return func.abs(cls.luminosity - value)
 
 

From d6c925edd9e406af4b394dc082741d658588e5fe Mon Sep 17 00:00:00 2001
From: captain-exoplanet <mjohnson@lco.global>
Date: Wed, 23 Sep 2020 08:04:20 -0700
Subject: [PATCH 293/303] Bugfix to luminosity unit conversion

---
 banzai_nres/classify.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/banzai_nres/classify.py b/banzai_nres/classify.py
index d36fd8dc..2b5c18ff 100644
--- a/banzai_nres/classify.py
+++ b/banzai_nres/classify.py
@@ -29,12 +29,12 @@ def find_object_in_catalog(image, db_address):
         gaia_connection = gaia.GaiaClass()
         gaia_connection.ROW_LIMIT = 200
         results = gaia_connection.query_object(coordinate=transformed_coordinate, radius=10.0 * units.arcsec)
-        #convert the luminosity from the LSun units that Gaia provides to cgs units
-        results[0]['lum_val'] *= constants.L_sun.to('erg / s').value 
 
     # Filter out objects fainter than r=12
     results = results[results['phot_rp_mean_mag'] < 12.0]
     if len(results) > 0:
+        #convert the luminosity from the LSun units that Gaia provides to cgs units
+        results[0]['lum_val'] *= constants.L_sun.to('erg / s').value 
         image.classification = dbs.get_closest_HR_phoenix_models(db_address, results[0]['teff_val'],
                                                                  results[0]['lum_val'])
         # Update the ra and dec to the catalog coordinates as those are basically always better than a user enters

From a78638546e2d031aae2d087683cb1add1e2a2b4b Mon Sep 17 00:00:00 2001
From: captain-exoplanet <mjohnson@lco.global>
Date: Wed, 23 Sep 2020 08:07:31 -0700
Subject: [PATCH 294/303] Removed trailing whitespace

---
 banzai_nres/classify.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/classify.py b/banzai_nres/classify.py
index 2b5c18ff..2009bd08 100644
--- a/banzai_nres/classify.py
+++ b/banzai_nres/classify.py
@@ -34,7 +34,7 @@ def find_object_in_catalog(image, db_address):
     results = results[results['phot_rp_mean_mag'] < 12.0]
     if len(results) > 0:
         #convert the luminosity from the LSun units that Gaia provides to cgs units
-        results[0]['lum_val'] *= constants.L_sun.to('erg / s').value 
+        results[0]['lum_val'] *= constants.L_sun.to('erg / s').value
         image.classification = dbs.get_closest_HR_phoenix_models(db_address, results[0]['teff_val'],
                                                                  results[0]['lum_val'])
         # Update the ra and dec to the catalog coordinates as those are basically always better than a user enters

From 84f611fe2ccd20f3f25ddd5c90ad139a7aaff849 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 23 Sep 2020 09:08:55 -0700
Subject: [PATCH 295/303] updated readme and removed some comments.

---
 README.md                | 26 ++++++++++++++------------
 banzai_nres/continuum.py |  3 ---
 banzai_nres/rv.py        |  3 ---
 3 files changed, 14 insertions(+), 18 deletions(-)

diff --git a/README.md b/README.md
index bf788255..ac186b84 100644
--- a/README.md
+++ b/README.md
@@ -22,17 +22,22 @@
 ```
 
 ## The line list
+NOTE: NRES wavelength calibrations are in *vacuum wavelengths* (because the line list has vacuum wavelengths).
+
 Included in banzai_nres/data is the ThAr_atlas_ESO_original_air.txt which was fetched from
-http://www.eso.org/sci/facilities/paranal/instruments/uves/tools/tharatlas.html on August 27 2020.
+http://www.eso.org/sci/facilities/paranal/instruments/uves/tools/tharatlas.html on August 27 2020. The line list
+that we use is banzai_nres/data/ThAr_atlas_ESO_vacuum.txt, which is the same list but converted to vacuum wavelengths. 
+We generated ThAr_atlas_ESO_vacuum.txt as follows:
 
-These lines were converted to vacuum wavelength using the original 1966 Edlen Equation (Bengt Edlén 1966 Metrologia 2 71, 
+We converted every line from ThAr_atlas_ESO_original_air.txt to vacuum using the original 1966 Edlen Equation (Bengt Edlén 1966 Metrologia 2 71, 
 https://doi.org/10.1088/0026-1394/2/2/002) for the index of refraction of air. 
 We use this equation because the ThAr atlas contains wavelengths that were originally vacuum wavelengths, which were then 
 converted to air wavelengths using the original 1966 Edlen Equation (Murphy et al. 2007, 
 DOI 10.1111/j.1365-2966.2007.11768.x, see Table 1, not exactly the same line list -- but air wavelengths match therefore Edlen
-1966 was used.)
+1966 was used.). See the note below for more details.
  
- The Edlen Equation that we used is 
+NOTE ON CONVERTING THE LINE LIST: 
+* The Edlen Equation that we used is 
 banzai_nres.utils.wavelength_utils.index_of_refraction_Edlen . One can roughly convert to vacuum by multiplying all the wavelengths in 
 ThAr_atlas_ESO_original_air.txt by the index of refraction at each line's AIR wavelength. This incurs a small penalty 
 (1 part in 10^-9 typically in the value of the index of refraction) because the formula should 
@@ -40,18 +45,15 @@ be evaluated at vacuum wavelengths, not air wavelengths. For context, the origin
 roughly 10^-8 compared to the revised 1993 Edlen and Ciddor 1996. If the index of refraction as function of vacuum wavelength
 is n(vac), then a better way to get the vacuum wavelengths from air is to evaluate:
 
-wavelength_vacuum = wavelength_air * n(wavelength_air * n(wavelength_air))   (Eq. 1)
+        wavelength_vacuum = wavelength_air * n(wavelength_air * n(wavelength_air))   (Eq. 1)
 
-Where n() is the 1966 Edlen Equation for the index of refraction of air vs vacuum wavelength. 
-We use Eq. 1 to convert from the ThAr_atlas_ESO_original_air.txt original air
-wavelengths to vacuum wavelengths. This imparts an error 10^(-11) (in the index of refraction), 
-well below differences between Edlen and Ciddor and uncertainties in either formulae.
+    Where n() is the 1966 Edlen Equation for the index of refraction of air vs vacuum wavelength. 
+    We use Eq. 1 to convert from the ThAr_atlas_ESO_original_air.txt original air
+    wavelengths to vacuum wavelengths. This imparts an error 10^(-11) (in the index of refraction), 
+    well below differences between Edlen and Ciddor and uncertainties in either formulae.
 
-The resulting vacuum list, which is used by this pipeline 
-to calibrate the spectrographs, is banzai_nres/data/ThAr_atlas_ESO_vacuum.txt
 
 
-NOTE: NRES wavelength calibrations are in *vacuum wavelengths* (because the line list has vacuum wavelengths).
 
 ## License
 
diff --git a/banzai_nres/continuum.py b/banzai_nres/continuum.py
index 34500ae9..b248a3d3 100644
--- a/banzai_nres/continuum.py
+++ b/banzai_nres/continuum.py
@@ -21,14 +21,11 @@ def do_stage(self, image) -> NRESObservationFrame:
                 blaze_corrected_flux = spectrum['flux'] / spectrum['blaze']
                 blaze_corrected_error = blaze_corrected_flux * np.sqrt((spectrum['uncertainty'] / spectrum['flux']) ** 2.0 + (spectrum['blaze_error'] / spectrum['blaze']) ** 2.0)
                 detector_resolution = 4  # pixels
-                # instantiate the mask
                 mask = np.zeros_like(blaze_corrected_flux, dtype=int)
-                # identify absorption or emission features
                 mask = mark_absorption_or_emission_features(mask, blaze_corrected_flux, int(detector_resolution))
                 # Mask the prohibited wavelength regions.
                 for mask_region in WAVELENGTHS_TO_MASK:
                     mask[np.logical_and(spectrum['wavelength'] >= min(mask_region), spectrum['wavelength'] <= max(mask_region))] = 1
-                # do the fit.
                 best_fit = fit_polynomial(blaze_corrected_flux, blaze_corrected_error, x=spectrum['wavelength'],
                                           order=3, sigma=5, mask=mask)
                 image.spectrum[fiber, order, 'normflux'] = blaze_corrected_flux / best_fit(spectrum['wavelength'])
diff --git a/banzai_nres/rv.py b/banzai_nres/rv.py
index a8372a58..a9a2b8f2 100644
--- a/banzai_nres/rv.py
+++ b/banzai_nres/rv.py
@@ -84,18 +84,15 @@ def cross_correlate_over_traces(image, orders_to_use, velocities, template):
         relevant_region = np.logical_and(template['wavelength'] >= np.min(order['wavelength']) - 1.0,
                                          template['wavelength'] <= np.max(order['wavelength']) + 1.0)
         template_to_fit = {'wavelength': template['wavelength'][relevant_region], 'flux': template['flux'][relevant_region]}
-        # continuum normalize template
         # Set the model S/N = 1000 -- from looking by eye at
         # scatter in the model and from systematic uncertainties in the model
         template_error = 1e-3 * template_to_fit['flux']
         mask = np.zeros_like(template_to_fit['flux'])
-        # reject absorption lines
         mask = mark_absorption_or_emission_features(mask, template_to_fit['flux'], 10)
         # Mask the prohibited wavelength regions.
         for mask_region in PHOENIX_WAVELENGTHS_TO_MASK:
             mask[np.logical_and(template_to_fit['wavelength'] >= min(mask_region),
                                 template_to_fit['wavelength'] <= max(mask_region))] = 1
-        #
         continuum_model = fit_polynomial(template_to_fit['flux'], template_error, x=template_to_fit['wavelength'],
                                          order=3, mask=mask)
         normalized_template = {'wavelength': template_to_fit['wavelength'],

From b791d3d987b3f8c93895adc10a72788494d3aea2 Mon Sep 17 00:00:00 2001
From: gmbrandt <gmbrandt@ucsb.edu>
Date: Wed, 23 Sep 2020 11:08:57 -0700
Subject: [PATCH 296/303] pep8 spacing

---
 banzai_nres/utils/wavelength_utils.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/utils/wavelength_utils.py b/banzai_nres/utils/wavelength_utils.py
index 01c6b54d..8cdf5d60 100644
--- a/banzai_nres/utils/wavelength_utils.py
+++ b/banzai_nres/utils/wavelength_utils.py
@@ -35,7 +35,7 @@ def index_of_refraction_Edlen(vacuum_wavelength):
     :return: index of refraction at that wavelength.
     """
     sig2 = (1E4/vacuum_wavelength)**2
-    return 1 + 1E-8 * (8342.13 + 2406030/(130 - sig2) + 15997/(38.9 - sig2))
+    return 1 + 1E-8 * (8342.13 + 2406030 / (130 - sig2) + 15997 / (38.9 - sig2))
 
 
 def group_features_by_trace(features, traces):

From 4bb0dde83611358363f4cc8b03db4e00f75b33c2 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 29 Sep 2020 13:12:54 -0400
Subject: [PATCH 297/303] Only reclassify if we haven't seen the target before.

---
 banzai_nres/classify.py      | 21 ++++++++++++----
 banzai_nres/dbs.py           | 46 +++++++++++++++++++++++++++++++++++-
 banzai_nres/frames.py        | 18 ++++++++++++++
 banzai_nres/tests/test_rv.py |  2 +-
 4 files changed, 80 insertions(+), 7 deletions(-)

diff --git a/banzai_nres/classify.py b/banzai_nres/classify.py
index 2009bd08..007b0a8c 100644
--- a/banzai_nres/classify.py
+++ b/banzai_nres/classify.py
@@ -58,6 +58,21 @@ def find_object_in_catalog(image, db_address):
 
 class StellarClassifier(Stage):
     def do_stage(self, image) -> NRESObservationFrame:
+
+        closest_previous_classification = dbs.get_closest_existing_classification(self.runtime_context.db_address,
+                                                                                  image.ra, image.dec)
+
+        if closest_previous_classification is not None:
+            previous_coordinate = SkyCoord(closest_previous_classification.ra, closest_previous_classification.dec,
+                                           unit=(units.deg, units.deg))
+            this_coordinate = SkyCoord(image.ra, image.dec, unit=(units.deg, units.deg))
+
+            # Short circuit if the object is already classified
+            if this_coordinate.separation(previous_coordinate) < 10.0 * units.arcsec:
+                image.classification = closest_previous_classification
+                image.meta['CLASSIFY'] = 0, 'Was this spectrum classified'
+                return image
+
         find_object_in_catalog(image, self.runtime_context.db_address)
 
         # TODO: For each param: Fix the other params, get the N closest models and save the results
@@ -66,9 +81,5 @@ def do_stage(self, image) -> NRESObservationFrame:
             image.meta['CLASSIFY'] = 0, 'Was this spectrum classified'
         else:
             image.meta['CLASSIFY'] = 1, 'Was this spectrum classified'
-            image.meta['TEFF'] = image.classification.T_effective
-            image.meta['LOG_G'] = image.classification.log_g
-            image.meta['FE_H'] = image.classification.metallicity
-            image.meta['ALPHA'] = image.classification.alpha
-
+            dbs.save_classification(self.runtime_context.db_address, self.image)
         return image
diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index 765979df..130ae410 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -1,4 +1,4 @@
-from banzai.dbs import Base, create_db
+from banzai.dbs import Base, create_db, add_or_update_record
 from sqlalchemy import Column, String, Integer, Float, Index
 import boto3
 import banzai.dbs
@@ -69,6 +69,34 @@ def diff_luminosity(cls, value):
         return func.abs(cls.luminosity - value)
 
 
+class Classification(Base):
+    __tablename__ = 'classifications'
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    ra = Column(Float)
+    dec = Column(Float)
+    T_effective = Column(Float)
+    log_g = Column(Float)
+    metallicity = Column(Float)
+    alpha = Column(Float)
+    Index('idx_radec', "ra", "dec")
+
+    @hybrid_method
+    def diff_ra(self, value):
+        return abs(self.ra - value)
+
+    @diff_ra.expression
+    def diff_ra(cls, value):
+        return func.abs(cls.ra - value)
+
+    @hybrid_method
+    def diff_dec(self, value):
+        return abs(self.dec - value)
+
+    @diff_dec.expression
+    def diff_dec(cls, value):
+        return func.abs(cls.dec - value)
+
+
 class ResourceFile(Base):
     __tablename__ = 'resourcefiles'
     id = Column(Integer, primary_key=True, autoincrement=True)
@@ -163,3 +191,19 @@ def get_resource_file(db_address, key):
     with banzai.dbs.get_session(db_address=db_address) as db_session:
         resource_file = db_session.query(ResourceFile).filter(ResourceFile.key == key).first()
     return resource_file
+
+
+def get_closest_existing_classification(db_address, ra, dec):
+    with banzai.dbs.get_session(db_address=db_address) as db_session:
+        order = [Classification.diff_ra(ra), Classification.diff_dec(dec)]
+        model = db_session.query(Classification).order_by(*order).first()
+    return model
+
+
+def save_classification(db_address, frame):
+    with banzai.dbs.get_session(db_address=db_address) as db_session:
+        equivalence_criteria = {'ra': frame.ra, 'dec': frame.dec}
+        record_attributes = {'ra': frame.ra, 'dec': frame.dec, 'T_effective': frame.classification.T_effective,
+                             'log_g': frame.classification.log_g, 'metallicity': frame.classification.metallicity,
+                             'alpha': frame.classification.alpha}
+        add_or_update_record(db_session, Classification, equivalence_criteria, record_attributes)
diff --git a/banzai_nres/frames.py b/banzai_nres/frames.py
index 81ee9668..f87d8864 100644
--- a/banzai_nres/frames.py
+++ b/banzai_nres/frames.py
@@ -240,6 +240,24 @@ def pm_dec(self, value):
             # Proper motion is stored in arcseconds/year but we always use it in mas/year
             self.primary_hdu.meta['PM-DEC'] = value / 1000.0
 
+    @property
+    def classification(self):
+        return self._classification
+
+    @classification.setter
+    def classification(self, value):
+        self._classification = value
+        if value is not None:
+            self.meta['TEFF'] = value.T_effective
+            self.meta['LOG_G'] = value.log_g
+            self.meta['FE_H'] = value.metallicity
+            self.meta['ALPHA'] = value.alpha
+        else:
+            self.meta['TEFF'] = ''
+            self.meta['LOG_G'] = ''
+            self.meta['FE_H'] = ''
+            self.meta['ALPHA'] = ''
+
 
 class NRESCalibrationFrame(LCOCalibrationFrame, NRESObservationFrame):
     def __init__(self, hdu_list: list, file_path: str, frame_id: int = None, grouping_criteria: list = None,
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 3852cc7f..50f2bf9f 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -85,7 +85,7 @@ def load(self, *args):
     image.instrument = SimpleNamespace()
     image.instrument.site = 'npt'
     # Classification just can't be None so that the stage does not abort.
-    image.classification = 'foo'
+    image.classification = SimpleNamespace(**{'T_effective': 10.0, 'log_g': 0.0, 'metallicity': 0.0, 'alpha': 0.0})
     mock_db.return_value = SimpleNamespace(**site_info)
 
     # Run the RV code

From 4537a29b1db10f2574fcca4f54e8cd5ebd513492 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Tue, 29 Sep 2020 13:37:36 -0400
Subject: [PATCH 298/303] Typo fix.

---
 banzai_nres/classify.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/banzai_nres/classify.py b/banzai_nres/classify.py
index 007b0a8c..b9a32d82 100644
--- a/banzai_nres/classify.py
+++ b/banzai_nres/classify.py
@@ -81,5 +81,5 @@ def do_stage(self, image) -> NRESObservationFrame:
             image.meta['CLASSIFY'] = 0, 'Was this spectrum classified'
         else:
             image.meta['CLASSIFY'] = 1, 'Was this spectrum classified'
-            dbs.save_classification(self.runtime_context.db_address, self.image)
+            dbs.save_classification(self.runtime_context.db_address, image)
         return image

From e1965ea8bc5c87174b7637c6df24040386073b8f Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 30 Sep 2020 13:49:12 -0400
Subject: [PATCH 299/303] Changed checking for object in the db to use the
 actual great circle distance.

---
 banzai_nres/classify.py               |  3 ++-
 banzai_nres/dbs.py                    | 30 ++++++++++++++-------------
 banzai_nres/tests/test_gc_distance.py | 16 ++++++++++++++
 banzai_nres/tests/test_rv.py          |  2 +-
 4 files changed, 35 insertions(+), 16 deletions(-)
 create mode 100644 banzai_nres/tests/test_gc_distance.py

diff --git a/banzai_nres/classify.py b/banzai_nres/classify.py
index b9a32d82..d74967ca 100644
--- a/banzai_nres/classify.py
+++ b/banzai_nres/classify.py
@@ -68,7 +68,8 @@ def do_stage(self, image) -> NRESObservationFrame:
             this_coordinate = SkyCoord(image.ra, image.dec, unit=(units.deg, units.deg))
 
             # Short circuit if the object is already classified
-            if this_coordinate.separation(previous_coordinate) < 10.0 * units.arcsec:
+            # We choose 2.6 arcseconds as the don't reclassify cutoff radius as it is the fiber size
+            if this_coordinate.separation(previous_coordinate) < 2.6 * units.arcsec:
                 image.classification = closest_previous_classification
                 image.meta['CLASSIFY'] = 0, 'Was this spectrum classified'
                 return image
diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index 130ae410..3a85de3d 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -7,6 +7,7 @@
 import logging
 from sqlalchemy import func
 from sqlalchemy.ext.hybrid import hybrid_method
+import math
 
 from banzai_nres.utils.phoenix_utils import parse_phoenix_header
 
@@ -69,6 +70,15 @@ def diff_luminosity(cls, value):
         return func.abs(cls.luminosity - value)
 
 
+# We define the great circle distance here instead of using astropy because we need it to work inside the db.
+def great_circle_distance(ra1, dec1, ra2, dec2, module):
+    distance = module.acos(module.sin(module.radians(dec1)) * module.sin(module.radians(dec2))
+                           + module.cos(module.radians(dec1)) * module.cos(module.radians(dec2))
+                           * module.cos(module.radians(ra1 - ra2)))
+
+    return module.degrees(distance)
+
+
 class Classification(Base):
     __tablename__ = 'classifications'
     id = Column(Integer, primary_key=True, autoincrement=True)
@@ -81,20 +91,12 @@ class Classification(Base):
     Index('idx_radec', "ra", "dec")
 
     @hybrid_method
-    def diff_ra(self, value):
-        return abs(self.ra - value)
-
-    @diff_ra.expression
-    def diff_ra(cls, value):
-        return func.abs(cls.ra - value)
-
-    @hybrid_method
-    def diff_dec(self, value):
-        return abs(self.dec - value)
+    def distance(self, ra, dec):
+        return great_circle_distance(ra, dec, self.ra, self.dec, math)
 
-    @diff_dec.expression
-    def diff_dec(cls, value):
-        return func.abs(cls.dec - value)
+    @distance.expression
+    def distance(cls, ra, dec):
+        return great_circle_distance(ra, dec, cls.ra, cls.dec, func)
 
 
 class ResourceFile(Base):
@@ -195,7 +197,7 @@ def get_resource_file(db_address, key):
 
 def get_closest_existing_classification(db_address, ra, dec):
     with banzai.dbs.get_session(db_address=db_address) as db_session:
-        order = [Classification.diff_ra(ra), Classification.diff_dec(dec)]
+        order = [Classification.distance(ra, dec)]
         model = db_session.query(Classification).order_by(*order).first()
     return model
 
diff --git a/banzai_nres/tests/test_gc_distance.py b/banzai_nres/tests/test_gc_distance.py
new file mode 100644
index 00000000..858e016f
--- /dev/null
+++ b/banzai_nres/tests/test_gc_distance.py
@@ -0,0 +1,16 @@
+from banzai_nres.dbs import great_circle_distance
+from astropy.coordinates import SkyCoord
+from astropy import units
+import math
+import numpy as np
+
+
+def test_gc_distance():
+    ra1, dec1 = 150.0, 25.0
+    ra2, dec2 = 100.0, 10.0
+    coord1 = SkyCoord(ra1, dec1, unit=(units.deg, units.deg))
+    coord2 = SkyCoord(ra2, dec2, unit=(units.deg, units.deg))
+    expected = coord1.separation(coord2).deg
+
+    actual = great_circle_distance(ra1, dec1, ra2, dec2, math)
+    np.testing.assert_allclose(actual, expected)
diff --git a/banzai_nres/tests/test_rv.py b/banzai_nres/tests/test_rv.py
index 50f2bf9f..9af0f831 100644
--- a/banzai_nres/tests/test_rv.py
+++ b/banzai_nres/tests/test_rv.py
@@ -85,7 +85,7 @@ def load(self, *args):
     image.instrument = SimpleNamespace()
     image.instrument.site = 'npt'
     # Classification just can't be None so that the stage does not abort.
-    image.classification = SimpleNamespace(**{'T_effective': 10.0, 'log_g': 0.0, 'metallicity': 0.0, 'alpha': 0.0})
+    image.classification = SimpleNamespace(**{'T_effective': 5000.0, 'log_g': 0.0, 'metallicity': 0.0, 'alpha': 0.0})
     mock_db.return_value = SimpleNamespace(**site_info)
 
     # Run the RV code

From 0dd884b254d7fe9416ea36e88e2c26e83b9ca5fc Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 30 Sep 2020 17:17:57 -0400
Subject: [PATCH 300/303] Cached a bunch of spherical trig stuff in the db
 because sqlite has no trig functions.

---
 banzai_nres/dbs.py                    | 35 +++++++++++++++------------
 banzai_nres/tests/test_gc_distance.py | 10 +++++---
 2 files changed, 26 insertions(+), 19 deletions(-)

diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index 3a85de3d..3d596a1e 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -5,9 +5,9 @@
 import os
 from glob import glob
 import logging
-from sqlalchemy import func
+from sqlalchemy import func, desc
 from sqlalchemy.ext.hybrid import hybrid_method
-import math
+import numpy as np
 
 from banzai_nres.utils.phoenix_utils import parse_phoenix_header
 
@@ -71,12 +71,9 @@ def diff_luminosity(cls, value):
 
 
 # We define the great circle distance here instead of using astropy because we need it to work inside the db.
-def great_circle_distance(ra1, dec1, ra2, dec2, module):
-    distance = module.acos(module.sin(module.radians(dec1)) * module.sin(module.radians(dec2))
-                           + module.cos(module.radians(dec1)) * module.cos(module.radians(dec2))
-                           * module.cos(module.radians(ra1 - ra2)))
-
-    return module.degrees(distance)
+def cos_great_circle_distance(sin_ra1, cos_ra1, sin_dec1, cos_dec1, sin_ra2, cos_ra2, sin_dec2, cos_dec2):
+    cos_distance = sin_dec1 * sin_dec2 + cos_dec1 * cos_dec2 * (cos_ra1 * cos_ra2 + sin_ra1 * sin_ra2)
+    return cos_distance
 
 
 class Classification(Base):
@@ -84,19 +81,24 @@ class Classification(Base):
     id = Column(Integer, primary_key=True, autoincrement=True)
     ra = Column(Float)
     dec = Column(Float)
+    sin_ra = Column(Float)
+    cos_ra = Column(Float)
+    sin_dec = Column(Float)
+    cos_dec = Column(Float)
     T_effective = Column(Float)
     log_g = Column(Float)
     metallicity = Column(Float)
     alpha = Column(Float)
     Index('idx_radec', "ra", "dec")
+    Index('idx_radectrig', "sin_ra", "cos_ra", "sin_dec", "cos_dec")
 
     @hybrid_method
-    def distance(self, ra, dec):
-        return great_circle_distance(ra, dec, self.ra, self.dec, math)
+    def cos_distance(self, sin_ra, cos_ra, sin_dec, cos_dec):
+        return cos_great_circle_distance(sin_ra, cos_ra, sin_dec, cos_dec, self.sin_ra, self.cos_ra, self.sin_dec, self.cos_dec)
 
-    @distance.expression
-    def distance(cls, ra, dec):
-        return great_circle_distance(ra, dec, cls.ra, cls.dec, func)
+    @cos_distance.expression
+    def cos_distance(cls, sin_ra, cos_ra, sin_dec, cos_dec):
+        return cos_great_circle_distance(sin_ra, cos_ra, sin_dec, cos_dec, cls.sin_ra, cls.cos_ra, cls.sin_dec, cls.cos_dec)
 
 
 class ResourceFile(Base):
@@ -197,7 +199,7 @@ def get_resource_file(db_address, key):
 
 def get_closest_existing_classification(db_address, ra, dec):
     with banzai.dbs.get_session(db_address=db_address) as db_session:
-        order = [Classification.distance(ra, dec)]
+        order = [desc(Classification.cos_distance(ra, dec))]
         model = db_session.query(Classification).order_by(*order).first()
     return model
 
@@ -205,7 +207,10 @@ def get_closest_existing_classification(db_address, ra, dec):
 def save_classification(db_address, frame):
     with banzai.dbs.get_session(db_address=db_address) as db_session:
         equivalence_criteria = {'ra': frame.ra, 'dec': frame.dec}
-        record_attributes = {'ra': frame.ra, 'dec': frame.dec, 'T_effective': frame.classification.T_effective,
+        record_attributes = {'ra': frame.ra, 'dec': frame.dec, 'sin_ra': np.sin(np.deg2rad(frame.ra)),
+                             'cos_ra': np.cos(np.deg2rad(frame.ra)), 'sin_dec': np.sin(np.deg2rad(frame.dec)),
+                             'cos_dec': np.cos(np.deg2rad(frame.dec)),
+                             'T_effective': frame.classification.T_effective,
                              'log_g': frame.classification.log_g, 'metallicity': frame.classification.metallicity,
                              'alpha': frame.classification.alpha}
         add_or_update_record(db_session, Classification, equivalence_criteria, record_attributes)
diff --git a/banzai_nres/tests/test_gc_distance.py b/banzai_nres/tests/test_gc_distance.py
index 858e016f..624430d9 100644
--- a/banzai_nres/tests/test_gc_distance.py
+++ b/banzai_nres/tests/test_gc_distance.py
@@ -1,7 +1,6 @@
-from banzai_nres.dbs import great_circle_distance
+from banzai_nres.dbs import cos_great_circle_distance
 from astropy.coordinates import SkyCoord
 from astropy import units
-import math
 import numpy as np
 
 
@@ -10,7 +9,10 @@ def test_gc_distance():
     ra2, dec2 = 100.0, 10.0
     coord1 = SkyCoord(ra1, dec1, unit=(units.deg, units.deg))
     coord2 = SkyCoord(ra2, dec2, unit=(units.deg, units.deg))
-    expected = coord1.separation(coord2).deg
+    expected = np.cos(np.deg2rad(coord1.separation(coord2).deg))
 
-    actual = great_circle_distance(ra1, dec1, ra2, dec2, math)
+    actual = cos_great_circle_distance(np.sin(np.deg2rad(ra1)), np.cos(np.deg2rad(ra1)),
+                                       np.sin(np.deg2rad(dec1)), np.cos(np.deg2rad(dec1)),
+                                       np.sin(np.deg2rad(ra2)), np.cos(np.deg2rad(ra2)),
+                                       np.sin(np.deg2rad(dec2)), np.cos(np.deg2rad(dec2)))
     np.testing.assert_allclose(actual, expected)

From bf4b754aab04682b566d71932e7791fcf75c3ee8 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 30 Sep 2020 17:54:45 -0400
Subject: [PATCH 301/303] Typo fix in call to new distance function.

---
 banzai_nres/dbs.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index 3d596a1e..f3f4497f 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -199,7 +199,8 @@ def get_resource_file(db_address, key):
 
 def get_closest_existing_classification(db_address, ra, dec):
     with banzai.dbs.get_session(db_address=db_address) as db_session:
-        order = [desc(Classification.cos_distance(ra, dec))]
+        order = [desc(Classification.cos_distance(np.sin(np.deg2rad(ra)), np.cos(np.deg2rad(ra)),
+                                                  np.sin(np.deg2rad(dec)), np.cos(np.deg2rad(dec))))]
         model = db_session.query(Classification).order_by(*order).first()
     return model
 

From 9279ca0e971bb3a8191be30aba6faf084b6f28f8 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Wed, 30 Sep 2020 18:50:16 -0400
Subject: [PATCH 302/303] added comment in some of the sql weirdness.

---
 banzai_nres/dbs.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index f3f4497f..e33df8f5 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -199,6 +199,8 @@ def get_resource_file(db_address, key):
 
 def get_closest_existing_classification(db_address, ra, dec):
     with banzai.dbs.get_session(db_address=db_address) as db_session:
+        # Note the desc here. Because sqlite does not have trig functions, we can't take an arc cos. So we need the
+        # value when the cos is maximum (which is theta = minimum)
         order = [desc(Classification.cos_distance(np.sin(np.deg2rad(ra)), np.cos(np.deg2rad(ra)),
                                                   np.sin(np.deg2rad(dec)), np.cos(np.deg2rad(dec))))]
         model = db_session.query(Classification).order_by(*order).first()

From 107fbb93efe7ca74ea043ee2c24c2675c6cd3f66 Mon Sep 17 00:00:00 2001
From: Curtis McCully <cmccully@lco.global>
Date: Thu, 1 Oct 2020 10:57:02 -0400
Subject: [PATCH 303/303] Added some docs to the great circle distance
 function.

---
 banzai_nres/dbs.py | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/banzai_nres/dbs.py b/banzai_nres/dbs.py
index e33df8f5..180a3488 100644
--- a/banzai_nres/dbs.py
+++ b/banzai_nres/dbs.py
@@ -72,6 +72,22 @@ def diff_luminosity(cls, value):
 
 # We define the great circle distance here instead of using astropy because we need it to work inside the db.
 def cos_great_circle_distance(sin_ra1, cos_ra1, sin_dec1, cos_dec1, sin_ra2, cos_ra2, sin_dec2, cos_dec2):
+    """
+
+    :param sin_ra1: sin(ra1)
+    :param cos_ra1: cos(ra1)
+    :param sin_dec1: sin(dec1)
+    :param cos_dec1: cos(dec1)
+    :param sin_ra2: sin(ra2)
+    :param cos_ra2: cos(ra2)
+    :param sin_dec2: sin(dec2)
+    :param cos_dec2: cos(dec2)
+    :return: cos(D) where D is the great circle distance
+
+    This is the standard great circle distance from e.g. https://mathworld.wolfram.com/GreatCircle.html
+    The only difference is we also use the identity for cos(x1 - x2) (e.g. https://mathworld.wolfram.com/TrigonometricAdditionFormulas.html)
+    so that we can calculate the sin and cos terms ahead of time.
+    """
     cos_distance = sin_dec1 * sin_dec2 + cos_dec1 * cos_dec2 * (cos_ra1 * cos_ra2 + sin_ra1 * sin_ra2)
     return cos_distance