From d22b5ae1bcbc7ecc3922fc9db3f302144520bbf7 Mon Sep 17 00:00:00 2001 From: Drew Oldag Date: Fri, 4 Aug 2023 14:04:18 -0700 Subject: [PATCH 1/4] Initial commit for `LSSTCometActivity` class in community utils. --- docs/community_modules.rst | 5 +- .../community_modules/activity/lsst_comet.rst | 7 + docs/notebooks.rst | 1 + .../activity/lsst_comet/lsst-total-r.dat | 8508 +++++++++++++++++ .../simple_cometary_magnitude.ipynb | 152 + pyproject.toml | 2 + .../activity/lsst_comet/LICENSE | 21 + .../activity/lsst_comet/__init__.py | 0 .../lsst_comet/lsst_comet_activity.py | 93 + .../activity/lsst_comet/model.py | 129 + .../activity/lsst_comet/phase.py | 213 + tests/activity/lsst_comet/lsst-total-r.dat | 8508 +++++++++++++++++ .../test_PPCalculateApparentMagnitude.py | 65 + tests/activity/lsst_comet/test_model.py | 31 + 14 files changed, 17732 insertions(+), 3 deletions(-) create mode 100644 docs/community_modules/activity/lsst_comet.rst create mode 100644 docs/notebooks/activity/lsst_comet/lsst-total-r.dat create mode 100644 docs/notebooks/activity/lsst_comet/simple_cometary_magnitude.ipynb create mode 100644 src/sorcha_community_utils/activity/lsst_comet/LICENSE create mode 100644 src/sorcha_community_utils/activity/lsst_comet/__init__.py create mode 100644 src/sorcha_community_utils/activity/lsst_comet/lsst_comet_activity.py create mode 100644 src/sorcha_community_utils/activity/lsst_comet/model.py create mode 100644 src/sorcha_community_utils/activity/lsst_comet/phase.py create mode 100644 tests/activity/lsst_comet/lsst-total-r.dat create mode 100644 tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py create mode 100644 tests/activity/lsst_comet/test_model.py diff --git a/docs/community_modules.rst b/docs/community_modules.rst index e0cb808..0ae2d07 100644 --- a/docs/community_modules.rst +++ b/docs/community_modules.rst @@ -14,7 +14,6 @@ Lightcurve Classes Documentation Activity Classes Documentation ------------------------------ -TBD - .. NOTE: Please add new pages alphabetically -.. toctree:: +.. toctree:: + LSST Comet diff --git a/docs/community_modules/activity/lsst_comet.rst b/docs/community_modules/activity/lsst_comet.rst new file mode 100644 index 0000000..b86a095 --- /dev/null +++ b/docs/community_modules/activity/lsst_comet.rst @@ -0,0 +1,7 @@ +LSST Comet +========== + +Calculating the coma magnitude of a comet with input specifications. + +Using code derived from ``lsstcomet`` by Mike Kelley +(C) LSST Solar System Scientific Collaboration 2019 \ No newline at end of file diff --git a/docs/notebooks.rst b/docs/notebooks.rst index 3d29883..6bb6cb2 100644 --- a/docs/notebooks.rst +++ b/docs/notebooks.rst @@ -19,3 +19,4 @@ TBD .. 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np\n", + "import pandas as pd\n", + "import astropy.units as u\n", + "from sorcha_community_utils.activity.lsst_comet.model import Comet\n", + "from sbpy.activity import Afrho\n", + "import synphot\n", + "\n", + "from sorcha.modules.PPCalculateSimpleCometaryMagnitude import PPCalculateSimpleCometaryMagnitude" + ] + }, + { + "cell_type": "markdown", + "id": "e069ed2c", + "metadata": {}, + "source": [ + "The lsstcomet code used by sorcha validates its results by comparing them to the coma magnitude calculated by sbpy. We will do the same.\n", + "\n", + "First, calculating using sbpy:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "31c567b0", + "metadata": {}, + "outputs": [], + "source": [ + "g = {'rh': 2.0 * u.au, 'delta': 1.0 * u.au, 'phase': 0 * u.deg}\n", + "afrho = Afrho(100 * 2**-2, 'cm')\n", + "tab = np.loadtxt('lsst-total-r.dat').T\n", + "r = synphot.SpectralElement(synphot.Empirical1D, points=tab[0] * u.nm,\n", + " lookup_table=tab[1])\n", + "rap = 1 * u.arcsec\n", + "m0 = afrho.to_fluxd(r, rap, g, unit=u.ABmag).value\n", + "\n", + "comet = Comet(R=1, afrho1=100, k=-2)\n", + "m_sbpy = comet.mag(g, 'r', rap=rap.value)" + ] + }, + { + "cell_type": "markdown", + "id": "49a0f00a", + "metadata": {}, + "source": [ + "Now a test dataset must be created using the same values. TrailedSourceMag here is a placeholder value: the function calculates the total apparent magnitude of coma and nucleus, and thus needs the \"nucleus\" apparent magnitude." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3adf58a6", + "metadata": {}, + "outputs": [], + "source": [ + "test_dict = {'MJD': [2459215.5],\n", + " 'H_r': [7.3],\n", + " 'afrho1': [100],\n", + " 'k':[-2],\n", + " 'optFilter':'r',\n", + " 'seeingFwhmEff': [1],\n", + " 'TrailedSourceMag': 18}\n", + "\n", + "test_data = pd.DataFrame(test_dict)\n", + "\n", + "rho = 2.\n", + "delta = 1.\n", + "alpha = 0" + ] + }, + { + "cell_type": "markdown", + "id": "f8f2771c", + "metadata": {}, + "source": [ + "Calculating coma apparent magnitude using the SSPP function and comparing:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bc84f4e2", + "metadata": {}, + "outputs": [], + "source": [ + "from sorcha_community_utils.activity.lsst_comet.lsst_comet_activity import LSSTCometActivity\n", + "from sorcha.activity.activity_registration import update_activity_subclasses\n", + "\n", + "update_activity_subclasses()\n", + "\n", + "test_data = PPCalculateSimpleCometaryMagnitude(test_data.copy(), 'r', rho, delta, alpha, 'lsst-comet')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "41d59815", + "metadata": {}, + "outputs": [], + "source": [ + "m_sspp = test_data['coma_magnitude']" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0451e0ac", + "metadata": {}, + "outputs": [], + "source": [ + "assert np.isclose(m_sspp, m_sbpy, atol=0.05)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/pyproject.toml b/pyproject.toml index f6487c2..aa3d165 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -17,6 +17,8 @@ dependencies = [ "pandas", "numpy", "sorcha", + "astropy", + "scipy", ] # On a mac, install optional dependencies with `pip install '.[dev]'` (include the single quotes) diff --git a/src/sorcha_community_utils/activity/lsst_comet/LICENSE b/src/sorcha_community_utils/activity/lsst_comet/LICENSE new file mode 100644 index 0000000..1ed1b1c --- /dev/null +++ b/src/sorcha_community_utils/activity/lsst_comet/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2019 LSST Solar System Science Collaboration + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/src/sorcha_community_utils/activity/lsst_comet/__init__.py b/src/sorcha_community_utils/activity/lsst_comet/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/sorcha_community_utils/activity/lsst_comet/lsst_comet_activity.py b/src/sorcha_community_utils/activity/lsst_comet/lsst_comet_activity.py new file mode 100644 index 0000000..226904e --- /dev/null +++ b/src/sorcha_community_utils/activity/lsst_comet/lsst_comet_activity.py @@ -0,0 +1,93 @@ +from sorcha.activity.base_activity import AbstractCometaryActivity +from .model import Comet +from typing import List +import pandas as pd +import numpy as np + + +class LSSTCometActivity(AbstractCometaryActivity): + """ + Calculating the coma magnitude of a comet with input specifications. + + The observation dataframe provided to the ``compute`` + method should have the following columns: + + * ``H_r`` - TODO + * ``k`` - Dust falling exponential value (dust falling at rh^k) + * ``afrho1`` - Quantity of A'Hearn et al. (1984). at perihelion (cm). See notes. + * ``optFilter`` - TODO + * ``TrailedSourceMag`` - TODO + + Notes: + ``afrho1`` - The product of albedo, filling factor of grains within the observer field + of view, and the linear radius of the field of view at the comet + + This class is derived from ``lsstcomet`` by Mike Kelley (C) LSST Solar System Scientific Collaboration 2019 + """ + + def __init__( + self, required_column_names: List[str] = ["H_r", "k", "afrho1", "optFilter", "TrailedSourceMag"] + ) -> None: + super().__init__(required_column_names) + + def compute( + self, + df: pd.DataFrame, + observing_filters: List[str], + rho: List[float], + delta: List[float], + alpha: List[float], + ) -> pd.DataFrame: + """ + Returns numpy array of 0's with shape equal to the input dataframe + time column. + + Parameters + ---------- + df : pd.DataFrame + The ``observations`` dataframe provided by ``Sorcha``. + observing_filters : List[str] + The photometric filters the observation is taken in (the filter + requested that the coma magnitude be calculated for) + rho : List[float] + Heliocentric distance [units TODO] + delta : List[float] + Distance to Earth [units TODO] + alpha : List[float] + Description [units TODO] + + Returns + ------- + pd.DataFrame + The original ``observations`` dataframe, with updated magnitude values + based on results of `lsstcomet` coma calculations. + """ + + self._validate_column_names(df) + + com = Comet(R=df["H_r"], k=df.k, afrho1=df.afrho1) + + # this is the geometrical data + g = {"rh": rho, "delta": delta, "phase": alpha} + + # this calculates the coma magnitude in each filter + for filt in observing_filters: + df.loc[df["optFilter"] == filt, "coma_magnitude"] = com.mag(g, filt, rap=df["seeingFwhmEff"]) + + df["TrailedSourceMag"] = -2.5 * np.log10( + 10 ** (-0.4 * df["coma_magnitude"]) + 10 ** (-0.4 * df["TrailedSourceMag"]) + ) + + return df + + @staticmethod + def name_id() -> str: + """Returns the string identifier for this cometary activity method. It + must be unique within all the subclasses of ``AbstractCometaryActivity``. + + Returns + ------- + str + Unique identifier for this cometary activity model + """ + return "lsst_comet" diff --git a/src/sorcha_community_utils/activity/lsst_comet/model.py b/src/sorcha_community_utils/activity/lsst_comet/model.py new file mode 100644 index 0000000..e883cac --- /dev/null +++ b/src/sorcha_community_utils/activity/lsst_comet/model.py @@ -0,0 +1,129 @@ +__all__ = ["Comet"] + +import numpy as np + +try: + import astropy.units as u +except ImportError: + u = None + +from .phase import phase_HalleyMarcus + +# TODO: Change this to use the Astropy definition +AU_IN_CM = 14959787070000 + + +class Comet: + """LSST comet model. + + The goal of this model is to make a template comet based on ``H`` + magnitude, which is the main brightness parameter in the LSST + Metrics Analysis Framework. Using this value enables easy object + cloning. + + + Parameters + ---------- + R : float + Absolute magnitude or radius (km) of the nucleus. + + afrho1 or afrho_q: float + Comet coma quantity Afρ at 1 au (``afrho1``) or at perihelion + (``afrho_q``), in units of cm. The latter requires ``q``. + + k : float + Activity power-law slope with heliocentric distance: ``rh^k``. + + q : float, required if ``afrho_q`` is provided + Perihelion distance for Afρ normalization. + + Phi_c : function, optional + One-parameter function that takes phase angle in degrees and + returns the phase function for comae. It is assumed that + Phi(0) = 1.0. Default is to use the Halley-Marcus phase + function of Schleicher & Bair 2011. + + Phi_n : function, optional + Same as ``Phi_c`` but for nuclei. Default is 0.04 mag/deg. + + """ + + # Willmer 2018, ApJS 236, 47 + mv_sun = -26.76 # Vega mag + m_sun = {"u": -25.30, "g": -26.52, "r": -26.93, "i": -27.05, "z": -27.07, "y": -27.07} # AB mag + + def __init__(self, R, k=-2, afrho1=1500, **kwargs): + self.R = R + self.k = k + self.afrho1 = afrho1 + + self.Phi_c = kwargs.get("Phi_c", phase_HalleyMarcus) + + def _get_value(self, d, keys, unit): + v = None + for k in keys[::-1]: + try: + # this works with sbpy Ephem objects + v = d[k] + break + except KeyError: + pass + + if v is None: + raise IndexError + if u: + v = u.Quantity(v, unit).value + return v + + def _normalize_geom(self, geom): + # allows for sbpy Ephem objects, LSST MAF ssObs, and plain + # dictionaries + return { + "rh": self._get_value(geom, ("rh", "helio_dist"), "au"), + "delta": self._get_value(geom, ("delta", "geo_dist"), "au"), + "phase": self._get_value(geom, ("phase", "alpha"), "deg"), + } + + def afrho(self, geom): + """Afρ quanitity given geometrical circumstances. + + Parameters + ---------- + geom: dictionary-like + 'rh' or 'helio_dist', and 'phase' or 'alpha' angle in au + and deg. + + Returns + ------- + afrho: float + Afρ parameter in cm. + + """ + g = self._normalize_geom(geom) + afrho = self.afrho1 * g["rh"] ** self.k * self.Phi_c(g["phase"]) + return afrho + + def mag(self, geom, bandpass, rap=1): + """Apparent magnitude within aperture. + + Parameters + ---------- + geom : dictionary-like + 'rh' or 'helio_dist', 'delta' or 'geo_dist', and 'phase' + angle in au and deg. + + bandpass : string + LSST bandpass. One of u, g, r, i, z, y. + + rap : float, optional + Aperture radius in arcsec. + """ + g = self._normalize_geom(geom) + delta = AU_IN_CM * g["delta"] # au to cm + + afrho = self.afrho(g) + rho = 725e5 * g["delta"] * rap # arcsec to projected cm + dm = -2.5 * np.log10(afrho * rho / (2 * g["rh"] * delta) ** 2) + coma = self.m_sun[bandpass] + dm + + return coma diff --git a/src/sorcha_community_utils/activity/lsst_comet/phase.py b/src/sorcha_community_utils/activity/lsst_comet/phase.py new file mode 100644 index 0000000..db58b6b --- /dev/null +++ b/src/sorcha_community_utils/activity/lsst_comet/phase.py @@ -0,0 +1,213 @@ +"""Phase functions.""" + +__all__ = ["phase_HalleyMarcus"] + +import numpy as np +from scipy.interpolate import splrep, splev + +_Phi = splrep( + np.arange(181), + np.array( + [ + 1.0000e00, + 9.5960e-01, + 9.2170e-01, + 8.8590e-01, + 8.5220e-01, + 8.2050e-01, + 7.9060e-01, + 7.6240e-01, + 7.3580e-01, + 7.1070e-01, + 6.8710e-01, + 6.6470e-01, + 6.4360e-01, + 6.2370e-01, + 6.0490e-01, + 5.8720e-01, + 5.7040e-01, + 5.5460e-01, + 5.3960e-01, + 5.2550e-01, + 5.1220e-01, + 4.9960e-01, + 4.8770e-01, + 4.7650e-01, + 4.6590e-01, + 4.5590e-01, + 4.4650e-01, + 4.3770e-01, + 4.2930e-01, + 4.2150e-01, + 4.1420e-01, + 4.0730e-01, + 4.0090e-01, + 3.9490e-01, + 3.8930e-01, + 3.8400e-01, + 3.7920e-01, + 3.7470e-01, + 3.7060e-01, + 3.6680e-01, + 3.6340e-01, + 3.6030e-01, + 3.5750e-01, + 3.5400e-01, + 3.5090e-01, + 3.4820e-01, + 3.4580e-01, + 3.4380e-01, + 3.4210e-01, + 3.4070e-01, + 3.3970e-01, + 3.3890e-01, + 3.3850e-01, + 3.3830e-01, + 3.3850e-01, + 3.3890e-01, + 3.3960e-01, + 3.4050e-01, + 3.4180e-01, + 3.4320e-01, + 3.4500e-01, + 3.4700e-01, + 3.4930e-01, + 3.5180e-01, + 3.5460e-01, + 3.5760e-01, + 3.6090e-01, + 3.6450e-01, + 3.6830e-01, + 3.7240e-01, + 3.7680e-01, + 3.8150e-01, + 3.8650e-01, + 3.9170e-01, + 3.9730e-01, + 4.0320e-01, + 4.0940e-01, + 4.1590e-01, + 4.2280e-01, + 4.3000e-01, + 4.3760e-01, + 4.4560e-01, + 4.5400e-01, + 4.6270e-01, + 4.7200e-01, + 4.8160e-01, + 4.9180e-01, + 5.0240e-01, + 5.1360e-01, + 5.2530e-01, + 5.3750e-01, + 5.5040e-01, + 5.6380e-01, + 5.7800e-01, + 5.9280e-01, + 6.0840e-01, + 6.2470e-01, + 6.4190e-01, + 6.5990e-01, + 6.7880e-01, + 6.9870e-01, + 7.1960e-01, + 7.4160e-01, + 7.6480e-01, + 7.8920e-01, + 8.1490e-01, + 8.4200e-01, + 8.7060e-01, + 9.0080e-01, + 9.3270e-01, + 9.6640e-01, + 1.0021e00, + 1.0399e00, + 1.0799e00, + 1.1223e00, + 1.1673e00, + 1.2151e00, + 1.2659e00, + 1.3200e00, + 1.3776e00, + 1.4389e00, + 1.5045e00, + 1.5744e00, + 1.6493e00, + 1.7294e00, + 1.8153e00, + 1.9075e00, + 2.0066e00, + 2.1132e00, + 2.2281e00, + 2.3521e00, + 2.4861e00, + 2.6312e00, + 2.7884e00, + 2.9592e00, + 3.1450e00, + 3.3474e00, + 3.5685e00, + 3.8104e00, + 4.0755e00, + 4.3669e00, + 4.6877e00, + 5.0418e00, + 5.4336e00, + 5.8682e00, + 6.3518e00, + 6.8912e00, + 7.4948e00, + 8.1724e00, + 8.9355e00, + 9.7981e00, + 1.0777e01, + 1.1891e01, + 1.3166e01, + 1.4631e01, + 1.6322e01, + 1.8283e01, + 2.0570e01, + 2.3252e01, + 2.6418e01, + 3.0177e01, + 3.4672e01, + 4.0086e01, + 4.6659e01, + 5.4704e01, + 6.4637e01, + 7.7015e01, + 9.2587e01, + 1.1237e02, + 1.3775e02, + 1.7060e02, + 2.1348e02, + 2.6973e02, + 3.4359e02, + 4.3989e02, + 5.6292e02, + 7.1363e02, + 8.8448e02, + 1.0533e03, + 1.1822e03, + 1.2312e03, + ] + ), +) + + +def phase_HalleyMarcus(phase): + """Halley-Marcus composite dust phase function. + + Parameters + ---------- + phase : float or array + Phase angle. + + Returns + ------- + phi : float or array + Phase function evaluated at ``phase``. + + """ + + return splev(phase, _Phi) diff --git a/tests/activity/lsst_comet/lsst-total-r.dat b/tests/activity/lsst_comet/lsst-total-r.dat new file mode 100644 index 0000000..d7fcb29 --- /dev/null +++ b/tests/activity/lsst_comet/lsst-total-r.dat @@ -0,0 +1,8508 @@ +# LSST Throughputs files created from syseng_throughputs repo +# Version 1.1 +# sha1 acd2b1389ef7356e2125ef6f9dc40a5ffe2af05b +# Aerosols added to atmosphere +# Wavelen_cutoff_BLUE 536.90 +# Wavelen_cutoff_RED 706.00 +# Wavelength(nm) Throughput(0-1) +300.0 0.0 +300.1 0.0 +300.2 0.0 +300.3 0.0 +300.4 0.0 +300.5 0.0 +300.6 0.0 +300.7 0.0 +300.8 0.0 +300.9 0.0 +301.0 0.0 +301.1 0.0 +301.2 0.0 +301.3 0.0 +301.4 0.0 +301.5 0.0 +301.6 0.0 +301.7 0.0 +301.8 0.0 +301.9 0.0 +302.0 0.0 +302.1 0.0 +302.2 0.0 +302.3 0.0 +302.4 0.0 +302.5 0.0 +302.6 0.0 +302.7 0.0 +302.8 0.0 +302.9 0.0 +303.0 0.0 +303.1 0.0 +303.2 0.0 +303.3 0.0 +303.4 0.0 +303.5 0.0 +303.6 0.0 +303.7 0.0 +303.8 0.0 +303.9 0.0 +304.0 0.0 +304.1 0.0 +304.2 0.0 +304.3 0.0 +304.4 0.0 +304.5 0.0 +304.6 0.0 +304.7 0.0 +304.8 0.0 +304.9 0.0 +305.0 0.0 +305.1 0.0 +305.2 0.0 +305.3 0.0 +305.4 0.0 +305.5 0.0 +305.6 0.0 +305.7 0.0 +305.8 0.0 +305.9 0.0 +306.0 0.0 +306.1 0.0 +306.2 0.0 +306.3 0.0 +306.4 0.0 +306.5 0.0 +306.6 0.0 +306.7 0.0 +306.8 0.0 +306.9 0.0 +307.0 0.0 +307.1 0.0 +307.2 0.0 +307.3 0.0 +307.4 0.0 +307.5 0.0 +307.6 0.0 +307.7 0.0 +307.8 0.0 +307.9 0.0 +308.0 0.0 +308.1 0.0 +308.2 0.0 +308.3 0.0 +308.4 0.0 +308.5 0.0 +308.6 0.0 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b/tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py new file mode 100644 index 0000000..87318bb --- /dev/null +++ b/tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py @@ -0,0 +1,65 @@ +import pytest +from numpy.testing import assert_almost_equal +import pandas as pd + +from sorcha.modules.PPCalculateSimpleCometaryMagnitude import PPCalculateSimpleCometaryMagnitude + +# imported so that it can be registered by `update_activity_subclasses +from sorcha_community_utils.activity.lsst_comet.lsst_comet_activity import LSSTCometActivity +from sorcha.activity.activity_registration import update_activity_subclasses + + +def test_PPCalculateApparentMagnitude_with_comet(): + from sorcha.modules.PPCalculateApparentMagnitude import PPCalculateApparentMagnitude + + cometary_obs = pd.DataFrame( + { + "AstRange(km)": [7.35908481e08], + "Ast-Sun(J2000x)(km)": [-5.61871308e08], + "Ast-Sun(J2000y)(km)": [-5.47551402e08], + "Ast-Sun(J2000z)(km)": [-2.48566276e08], + "Sun-Ast-Obs(deg)": [8.899486], + "optFilter": ["i"], + "H_r": [15.9], + "GS": [0.19], + "afrho1": [1552], + "k": [-3.35], + "i-r": [-0.12], + "seeingFwhmEff": [1.0], + } + ) + + comet_out = PPCalculateApparentMagnitude(cometary_obs, "HG", "r", ["i-r"], ["r", "i"], "comet") + + assert_almost_equal(comet_out["H_filter"].values[0], 15.78, decimal=6) + assert_almost_equal(comet_out["TrailedSourceMag"].values[0], 23.210883, decimal=6) + + +# TODO: Remove `skip` decorator when updated sorcha release is available. +# Requires and updated version of sorcha to be released to pass +@pytest.mark.skip +def test_PPCalculateSimpleCometaryMagnitude(): + # Updates the dictionary of available subclasses of `AbstractCometaryActivity` + update_activity_subclasses() + + # data is for 67P, taken by Colin Snodgrass, and validated against same + # abnormally large seeing is to account for Colin's use of an aperture measured at comet distance + + cometary_obs = pd.DataFrame( + { + "optFilter": ["r", "r"], + "TrailedSourceMag": [19.676259, 22.748274], + "H_r": [15.35, 15.35], + "afrho1": [1552, 1552], + "k": [-3.35, -3.35], + "seeingFwhmEff": [8.064748, 3.206723], + } + ) + + rho = [1.260000, 4.889116] + delta = [1.709000, 4.298050] + alpha = [35.100000, 10.339021] + + df_comet = PPCalculateSimpleCometaryMagnitude(cometary_obs, ["r"], rho, delta, alpha, "lsst_comet") + + assert_almost_equal(df_comet["TrailedSourceMag"], [13.516, 22.010], decimal=3) diff --git a/tests/activity/lsst_comet/test_model.py b/tests/activity/lsst_comet/test_model.py new file mode 100644 index 0000000..2b4a84a --- /dev/null +++ b/tests/activity/lsst_comet/test_model.py @@ -0,0 +1,31 @@ +import os +from pathlib import Path +import numpy as np +import astropy.units as u +from sbpy.activity import Afrho +import synphot +from sorcha_community_utils.activity.lsst_comet.model import Comet + + +class TestComet: + def test_afrho(self): + comet = Comet(R=1, afrho1=100, k=-2) + g = {"rh": 2.0, "delta": 1.0, "phase": 0} + assert np.isclose(comet.afrho(g), 100 * 2**-2) + + def test_mag(self): + # compare to sbpy + g = {"rh": 2.0 * u.au, "delta": 1.0 * u.au, "phase": 0 * u.deg} + afrho = Afrho(100 * 2**-2, "cm") + + THIS_DIR = Path(__file__).parent + file_path = os.path.join(THIS_DIR, "lsst-total-r.dat") + tab = np.loadtxt(file_path).T + r = synphot.SpectralElement(synphot.Empirical1D, points=tab[0] * u.nm, lookup_table=tab[1]) + rap = 1 * u.arcsec + m0 = afrho.to_fluxd(r, rap, g, unit=u.ABmag).value + + comet = Comet(R=1, afrho1=100, k=-2) + m = comet.mag(g, "r", rap=rap.value) + + assert np.isclose(m, m0, atol=0.05) From 3aef910a8ccbb9a2b78fec0303ce397e570026a9 Mon Sep 17 00:00:00 2001 From: drewoldag <47493171+drewoldag@users.noreply.github.com> Date: Mon, 7 Aug 2023 14:07:55 -0700 Subject: [PATCH 2/4] Skip one tests, un-skip another. Fix the name_id used in the simple_cometary_magnitude notebook. --- .../lsst_comet/simple_cometary_magnitude.ipynb | 12 +++++++++++- .../test_PPCalculateApparentMagnitude.py | 14 +++++++++----- 2 files changed, 20 insertions(+), 6 deletions(-) diff --git a/docs/notebooks/activity/lsst_comet/simple_cometary_magnitude.ipynb b/docs/notebooks/activity/lsst_comet/simple_cometary_magnitude.ipynb index 3f82ebc..1eb1b85 100644 --- a/docs/notebooks/activity/lsst_comet/simple_cometary_magnitude.ipynb +++ b/docs/notebooks/activity/lsst_comet/simple_cometary_magnitude.ipynb @@ -104,7 +104,17 @@ "\n", "update_activity_subclasses()\n", "\n", - "test_data = PPCalculateSimpleCometaryMagnitude(test_data.copy(), 'r', rho, delta, alpha, 'lsst-comet')" + "test_data = PPCalculateSimpleCometaryMagnitude(test_data.copy(), ['r'], rho, delta, alpha, 'lsst_comet')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0ceb33a6", + "metadata": {}, + "outputs": [], + "source": [ + "test_data" ] }, { diff --git a/tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py b/tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py index 87318bb..626899d 100644 --- a/tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py +++ b/tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py @@ -4,14 +4,18 @@ from sorcha.modules.PPCalculateSimpleCometaryMagnitude import PPCalculateSimpleCometaryMagnitude -# imported so that it can be registered by `update_activity_subclasses +# imported so that it can be registered by `update_activity_subclasses` from sorcha_community_utils.activity.lsst_comet.lsst_comet_activity import LSSTCometActivity from sorcha.activity.activity_registration import update_activity_subclasses +# TODO Remove this `skip` decorator once the config variable for which cometary activity class to use is passed through +@pytests.mark.skip def test_PPCalculateApparentMagnitude_with_comet(): from sorcha.modules.PPCalculateApparentMagnitude import PPCalculateApparentMagnitude + update_activity_subclasses() + cometary_obs = pd.DataFrame( { "AstRange(km)": [7.35908481e08], @@ -29,15 +33,15 @@ def test_PPCalculateApparentMagnitude_with_comet(): } ) - comet_out = PPCalculateApparentMagnitude(cometary_obs, "HG", "r", ["i-r"], ["r", "i"], "comet") + # TODO Check this method signature once the cometary activity class config is available. + comet_out = PPCalculateApparentMagnitude( + cometary_obs, "HG", "r", ["i-r"], ["r", "i"], "comet", "lsst_comet" + ) assert_almost_equal(comet_out["H_filter"].values[0], 15.78, decimal=6) assert_almost_equal(comet_out["TrailedSourceMag"].values[0], 23.210883, decimal=6) -# TODO: Remove `skip` decorator when updated sorcha release is available. -# Requires and updated version of sorcha to be released to pass -@pytest.mark.skip def test_PPCalculateSimpleCometaryMagnitude(): # Updates the dictionary of available subclasses of `AbstractCometaryActivity` update_activity_subclasses() From 7c5567f5d9f42d1230203932f795c9bc2b6c92e9 Mon Sep 17 00:00:00 2001 From: drewoldag <47493171+drewoldag@users.noreply.github.com> Date: Mon, 7 Aug 2023 14:12:21 -0700 Subject: [PATCH 3/4] Fix pytests -> pytest --- tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py b/tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py index 626899d..5125e97 100644 --- a/tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py +++ b/tests/activity/lsst_comet/test_PPCalculateApparentMagnitude.py @@ -10,7 +10,7 @@ # TODO Remove this `skip` decorator once the config variable for which cometary activity class to use is passed through -@pytests.mark.skip +@pytest.mark.skip def test_PPCalculateApparentMagnitude_with_comet(): from sorcha.modules.PPCalculateApparentMagnitude import PPCalculateApparentMagnitude From 479af7d99ba6093aa90e8e7c4659222d86ff61f1 Mon Sep 17 00:00:00 2001 From: Drew Oldag Date: Wed, 9 Aug 2023 12:40:51 -0700 Subject: [PATCH 4/4] Addressing PR comments. Adding logging, removing `R` parameter from model. --- .../lsst_comet/lsst_comet_activity.py | 22 ++++++++++--------- .../activity/lsst_comet/model.py | 18 +++++++-------- tests/activity/lsst_comet/test_model.py | 13 +++++++++-- 3 files changed, 31 insertions(+), 22 deletions(-) diff --git a/src/sorcha_community_utils/activity/lsst_comet/lsst_comet_activity.py b/src/sorcha_community_utils/activity/lsst_comet/lsst_comet_activity.py index 226904e..b76f71f 100644 --- a/src/sorcha_community_utils/activity/lsst_comet/lsst_comet_activity.py +++ b/src/sorcha_community_utils/activity/lsst_comet/lsst_comet_activity.py @@ -12,11 +12,10 @@ class LSSTCometActivity(AbstractCometaryActivity): The observation dataframe provided to the ``compute`` method should have the following columns: - * ``H_r`` - TODO * ``k`` - Dust falling exponential value (dust falling at rh^k) * ``afrho1`` - Quantity of A'Hearn et al. (1984). at perihelion (cm). See notes. - * ``optFilter`` - TODO - * ``TrailedSourceMag`` - TODO + * ``optFilter`` - Observing filter of the observation + * ``TrailedSourceMag`` - Apparent magnitude in the input filter of the comet nucleus adding up all of the counts in the trail Notes: ``afrho1`` - The product of albedo, filling factor of grains within the observer field @@ -26,7 +25,7 @@ class LSSTCometActivity(AbstractCometaryActivity): """ def __init__( - self, required_column_names: List[str] = ["H_r", "k", "afrho1", "optFilter", "TrailedSourceMag"] + self, required_column_names: List[str] = ["k", "afrho1", "optFilter", "TrailedSourceMag"] ) -> None: super().__init__(required_column_names) @@ -50,11 +49,11 @@ def compute( The photometric filters the observation is taken in (the filter requested that the coma magnitude be calculated for) rho : List[float] - Heliocentric distance [units TODO] + Heliocentric distance [units au] delta : List[float] - Distance to Earth [units TODO] + Distance to Earth [units au] alpha : List[float] - Description [units TODO] + Phase angle [units degrees] Returns ------- @@ -65,14 +64,17 @@ def compute( self._validate_column_names(df) - com = Comet(R=df["H_r"], k=df.k, afrho1=df.afrho1) + com = Comet(k=df.k, afrho1=df.afrho1) # this is the geometrical data g = {"rh": rho, "delta": delta, "phase": alpha} # this calculates the coma magnitude in each filter - for filt in observing_filters: - df.loc[df["optFilter"] == filt, "coma_magnitude"] = com.mag(g, filt, rap=df["seeingFwhmEff"]) + try: + for filt in observing_filters: + df.loc[df["optFilter"] == filt, "coma_magnitude"] = com.mag(g, filt, rap=df["seeingFwhmEff"]) + except KeyError as err: + self._log_exception(err) df["TrailedSourceMag"] = -2.5 * np.log10( 10 ** (-0.4 * df["coma_magnitude"]) + 10 ** (-0.4 * df["TrailedSourceMag"]) diff --git a/src/sorcha_community_utils/activity/lsst_comet/model.py b/src/sorcha_community_utils/activity/lsst_comet/model.py index e883cac..2609d46 100644 --- a/src/sorcha_community_utils/activity/lsst_comet/model.py +++ b/src/sorcha_community_utils/activity/lsst_comet/model.py @@ -24,9 +24,6 @@ class Comet: Parameters ---------- - R : float - Absolute magnitude or radius (km) of the nucleus. - afrho1 or afrho_q: float Comet coma quantity Afρ at 1 au (``afrho1``) or at perihelion (``afrho_q``), in units of cm. The latter requires ``q``. @@ -42,18 +39,13 @@ class Comet: returns the phase function for comae. It is assumed that Phi(0) = 1.0. Default is to use the Halley-Marcus phase function of Schleicher & Bair 2011. - - Phi_n : function, optional - Same as ``Phi_c`` but for nuclei. Default is 0.04 mag/deg. - """ # Willmer 2018, ApJS 236, 47 mv_sun = -26.76 # Vega mag m_sun = {"u": -25.30, "g": -26.52, "r": -26.93, "i": -27.05, "z": -27.07, "y": -27.07} # AB mag - def __init__(self, R, k=-2, afrho1=1500, **kwargs): - self.R = R + def __init__(self, k=-2, afrho1=1500, **kwargs): self.k = k self.afrho1 = afrho1 @@ -124,6 +116,12 @@ def mag(self, geom, bandpass, rap=1): afrho = self.afrho(g) rho = 725e5 * g["delta"] * rap # arcsec to projected cm dm = -2.5 * np.log10(afrho * rho / (2 * g["rh"] * delta) ** 2) - coma = self.m_sun[bandpass] + dm + + if bandpass in self.m_sun: + coma = self.m_sun[bandpass] + dm + else: + raise KeyError( + f"Unexpected bandpass provided. Expected one of ['u','g','r','i','z','y'], but was provided: {bandpass}" + ) return coma diff --git a/tests/activity/lsst_comet/test_model.py b/tests/activity/lsst_comet/test_model.py index 2b4a84a..088461a 100644 --- a/tests/activity/lsst_comet/test_model.py +++ b/tests/activity/lsst_comet/test_model.py @@ -1,3 +1,4 @@ +import pytest import os from pathlib import Path import numpy as np @@ -9,7 +10,7 @@ class TestComet: def test_afrho(self): - comet = Comet(R=1, afrho1=100, k=-2) + comet = Comet(afrho1=100, k=-2) g = {"rh": 2.0, "delta": 1.0, "phase": 0} assert np.isclose(comet.afrho(g), 100 * 2**-2) @@ -25,7 +26,15 @@ def test_mag(self): rap = 1 * u.arcsec m0 = afrho.to_fluxd(r, rap, g, unit=u.ABmag).value - comet = Comet(R=1, afrho1=100, k=-2) + comet = Comet(afrho1=100, k=-2) m = comet.mag(g, "r", rap=rap.value) assert np.isclose(m, m0, atol=0.05) + + def test_mag_raises(self): + comet = Comet(afrho1=100, k=-2) + g = {"rh": 2.0 * u.au, "delta": 1.0 * u.au, "phase": 0 * u.deg} + with pytest.raises(KeyError) as excinfo: + _ = comet.mag(geom=g, bandpass="t", rap=1) + + assert "but was provided: t" in str(excinfo.value)