From 2922b561cca30747f6da14f5d60ef4523fa7ac90 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Paul=20M=C3=BCller?= Date: Thu, 16 May 2024 23:24:28 +0200 Subject: [PATCH] enh: support .ome.tif files (no stacks supported yet) --- CHANGELOG | 2 ++ impose/formats/__init__.py | 4 ++- impose/formats/fmt_fl_ometif.py | 46 ++++++++++++++++++++++++++++++++ tests/data/fmt_fl_ometif.zip | Bin 0 -> 287183 bytes tests/test_fmt_czi.py | 8 ------ tests/test_fmt_fl_ometif.py | 34 +++++++++++++++++++++++ 6 files changed, 85 insertions(+), 9 deletions(-) create mode 100644 impose/formats/fmt_fl_ometif.py create mode 100644 tests/data/fmt_fl_ometif.zip create mode 100644 tests/test_fmt_fl_ometif.py diff --git a/CHANGELOG b/CHANGELOG index 77906ca..9f932c5 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,5 @@ +0.4.7 + - enh: support .ome.tif files (no stacks supported yet) 0.4.6 - maintenance release 0.4.5 diff --git a/impose/formats/__init__.py b/impose/formats/__init__.py index 2e777ed..7503251 100644 --- a/impose/formats/__init__.py +++ b/impose/formats/__init__.py @@ -15,6 +15,7 @@ from .fmt_fl_zeiss import load_czi from .fmt_bm_bmlab import load_h5 from .fmt_bf_generic import load_img +from .fmt_fl_ometif import load_ometif def load(path): @@ -72,7 +73,8 @@ def get_signature(path): suffix_dict = { ".czi": load_czi, - ".png": load_img, ".h5": load_h5, ".jpg": load_img, + ".png": load_img, + ".tif": load_ometif, } diff --git a/impose/formats/fmt_fl_ometif.py b/impose/formats/fmt_fl_ometif.py new file mode 100644 index 0000000..14746dd --- /dev/null +++ b/impose/formats/fmt_fl_ometif.py @@ -0,0 +1,46 @@ +from collections import OrderedDict +from xml.dom.minidom import parseString + +import numpy as np +import tifffile + + +def load_ometif(path): + """Load .ome.tif files + + Please see :func:`impose.formats.load` for more information. + """ + with tifffile.TiffFile(path) as tif: + if not tif.is_ome: + raise NotImplementedError( + f"Could not load ome_metadata from file {path}. Please ask " + f"for implementing support for your file format.") + ome_meta = parseString(tif.ome_metadata) + data = tif.asarray() + + channels = OrderedDict() + name = ome_meta.getElementsByTagName("Image")[0].attributes["Name"].value + channels[name] = data + + # Initial Metadata + px = ome_meta.getElementsByTagName("Pixels")[0] + xs = float(px.attributes["PhysicalSizeX"].value) + ys = float(px.attributes["PhysicalSizeY"].value) + + # sanity checks + assert px.attributes["PhysicalSizeXUnit"].value == "µm" + assert px.attributes["PhysicalSizeYUnit"].value == "µm" + + # Channel names + data_uuid = ome_meta.getElementsByTagName( + "UUID")[0].childNodes[0].data.split(":")[-1] + + meta = { + "pixel size x": xs, + "pixel size y": ys, + "pixel size z": np.nan, + "shape": data.shape, + "signature": data_uuid, + } + + return channels, meta diff --git a/tests/data/fmt_fl_ometif.zip b/tests/data/fmt_fl_ometif.zip new file mode 100644 index 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"__call__"): - loc[key]() diff --git a/tests/test_fmt_fl_ometif.py b/tests/test_fmt_fl_ometif.py new file mode 100644 index 0000000..b48e60e --- /dev/null +++ b/tests/test_fmt_fl_ometif.py @@ -0,0 +1,34 @@ +import pathlib +import tempfile +import zipfile + +import numpy as np + +from impose import formats + + +data_path = pathlib.Path(__file__).parent / "data" + + +def get_ometif(): + td = pathlib.Path(tempfile.mkdtemp(prefix="impose_ometif_")) + with zipfile.ZipFile(data_path / "fmt_fl_ometif.zip") as arc: + arc.extractall(path=td) + return list(td.glob("*.ome.tif"))[0] + + +def test_load_ometif(): + path = get_ometif() + data, meta = formats.load(path) + + # check metadata + assert np.allclose(meta["pixel size x"], 0.2136) + assert np.allclose(meta["pixel size y"], 0.2136) + assert np.isnan(meta["pixel size z"]) + assert meta["shape"] == (512, 512) + assert meta["signature"] == "a704111f-8e8d-40b0-9f55-4d649ef49167" + chan = "Brillouin-2_MMStack_Default" + assert data[chan].shape == (512, 512) + assert data[chan][10, 10] == 246 + assert data[chan][205, 227] == 217 + assert data[chan][113, 206] == 280