From 87a6f4fe6c82cd7cb351c753a4308807c7acd474 Mon Sep 17 00:00:00 2001 From: Sander Roet Date: Tue, 26 Mar 2024 11:54:24 +0100 Subject: [PATCH 01/10] change default mrc permissive to false, try to autorecover, remove userfacing 'permissive' argument (#140) * change permissive to false, update version and let's see which tests break * add failing mrc file * added tests that should fail * also put default permission pon false for not the header, and make a warpper to try to autorecover * make sure logs are written * add test for completely missing data * use filename instead of path for the 'in' assertion * count parenthesis properly * make it an actual f-string * Actually test a corrupt mrc * see if we can catch the runtime warnings as well * catch warning on all tests and try to make it work for python<3.11 * don't precall the function... * remove 'permissive' argument from 'read_mrc_meta_data' and 'read_mrc' * update version for API break * make contextmanager 'private' --- pyproject.toml | 2 +- src/pytom_tm/io.py | 34 +++++++++++++----- tests/Data/header_only.mrc | Bin 0 -> 1024 bytes tests/Data/human_ribo_mask_32_8_5.mrc | Bin 0 -> 132096 bytes tests/test_io.py | 50 ++++++++++++++++++++++++++ 5 files changed, 77 insertions(+), 9 deletions(-) create mode 100644 tests/Data/header_only.mrc create mode 100644 tests/Data/human_ribo_mask_32_8_5.mrc create mode 100644 tests/test_io.py diff --git a/pyproject.toml b/pyproject.toml index 7d2534f8..5cd6a531 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta" [project] name = "pytom-match-pick" -version = "0.5.0" +version = "0.6.0" description = "PyTOM's GPU template matching module as an independent package" readme = "README.md" license = {file = "LICENSE"} diff --git a/src/pytom_tm/io.py b/src/pytom_tm/io.py index b580df32..951a5dbd 100644 --- a/src/pytom_tm/io.py +++ b/src/pytom_tm/io.py @@ -4,6 +4,7 @@ import logging import numpy.typing as npt import numpy as np +from contextlib import contextmanager from operator import attrgetter from typing import Optional, Union @@ -130,7 +131,29 @@ def write_angle_list(data: npt.NDArray[float], file_name: pathlib.Path, order: t fstream.write(' '.join([str(x) for x in [data[j, i] for j in order]]) + '\n') -def read_mrc_meta_data(file_name: pathlib.Path, permissive: bool = True) -> dict: +@contextmanager +def _wrap_mrcfile_readers(func, *args, **kwargs): + """Try to autorecover broken mrcfiles, assumes 'permissive' is a kwarg and not an arg""" + try: + mrc = func(*args, **kwargs) + except ValueError as err: + # see if permissive can safe this + logging.debug(f"mrcfile raised the following error: {err}, will try to recover") + kwargs['permissive']=True + mrc = func(*args, **kwargs) + if mrc.data is not None: + logging.warning(f"Loading {args[0]} in strict mode gave an error. " + "However, loading with 'permissive=True' did generate data, make sure this is correct!") + else: + logging.debug(f"Could not reasonably recover") + raise ValueError( + f"{args[0]} header or data is too corrupt to recover, please fix the header or data" + ) from err + yield mrc + # this should only be called after the context exists + mrc.close() + +def read_mrc_meta_data(file_name: pathlib.Path) -> dict: """Read the metadata of provided MRC file path (using mrcfile) and return as dict. If the voxel size along the x,y,and z dimensions differs a lot (not within 3 decimals) the function will raise an @@ -140,8 +163,6 @@ def read_mrc_meta_data(file_name: pathlib.Path, permissive: bool = True) -> dict ---------- file_name: pathlib.Path path to an MRC file - permissive: bool - True (default) reads file in permissive mode, setting to False will be more strict with bad MRC headers Returns ------- @@ -150,7 +171,7 @@ def read_mrc_meta_data(file_name: pathlib.Path, permissive: bool = True) -> dict 'voxel_size' containing the voxel size along x,y,z and dimensions in A units """ meta_data = {} - with mrcfile.mmap(file_name, permissive=permissive) as mrc: + with _wrap_mrcfile_readers(mrcfile.mmap, file_name) as mrc: meta_data['shape'] = tuple(map(int, attrgetter('nx', 'ny', 'nz')(mrc.header))) # allow small numerical inconsistencies in voxel size of MRC headers, sometimes seen in Warp if not all( @@ -201,7 +222,6 @@ def write_mrc( def read_mrc( file_name: pathlib.Path, - permissive: bool = True, transpose: bool = True ) -> npt.NDArray[float]: """Read an MRC file from disk. Data is transposed after reading as pytom internally uses xyz ordering and MRCs @@ -211,8 +231,6 @@ def read_mrc( ---------- file_name: pathlib.Path path to file on disk - permissive: bool, default True - True (default) reads file in permissive mode, setting to False will be more strict with bad headers transpose: bool, default True True (default) transposes the volume after reading, setting to False prevents transpose but probably not a good idea when using the functions from this module @@ -222,7 +240,7 @@ def read_mrc( data: npt.NDArray[float] returns the MRC data as a numpy array """ - with mrcfile.open(file_name, permissive=permissive) as mrc: + with _wrap_mrcfile_readers(mrcfile.open, file_name) as mrc: data = np.ascontiguousarray(mrc.data.T) if transpose else mrc.data return data diff --git a/tests/Data/header_only.mrc b/tests/Data/header_only.mrc new file mode 100644 index 0000000000000000000000000000000000000000..0cd033e28ffaa494711f7b2f8cf27d6788c2ff6d GIT binary patch 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pathlib.Path(__file__).parent.joinpath(pathlib.Path('Data/human_ribo_mask_32_8_5.mrc')) +# The below file was made with head -c 1024 human_ribo_mask_32_8_5.mrc > header_only.mrc +CORRUPT_MRC = pathlib.Path(__file__).parent.joinpath(pathlib.Path('Data/header_only.mrc')) + + +class TestBrokenMRC(unittest.TestCase): + def setUp(self): + # Mute the RuntimeWarnings comming from other code-base inside these tests + # following this SO answer: https://stackoverflow.com/a/45809502 + stack = contextlib.ExitStack() + _ = stack.enter_context(warnings.catch_warnings()) + warnings.simplefilter('ignore') + # The follwing line is better, but only works in python >= 3.11 + #_ = stack.enter_context(warnings.catch_warnings(action="ignore")) + + self.addCleanup(stack.close) + + + def test_read_mrc_minor_broken(self): + # Test if this mrc can be read and if the approriate logs are printed + with self.assertLogs(level='WARNING') as cm: + mrc = read_mrc(FAILING_MRC) + self.assertIsNotNone(mrc) + self.assertEqual(len(cm.output), 1) + self.assertIn(FAILING_MRC.name, cm.output[0]) + self.assertIn("make sure this is correct", cm.output[0]) + + def test_read_mrc_too_broken(self): + # Test if this mrc raises an error as expected + with self.assertRaises(ValueError) as err: + mrc = read_mrc(CORRUPT_MRC) + self.assertIn(CORRUPT_MRC.name, str(err.exception)) + self.assertIn("too corrupt", str(err.exception)) + + def test_read_mrc_meta_data(self): + # Test if this mrc can be read and if the approriate logs are printed + with self.assertLogs(level='WARNING') as cm: + mrc = read_mrc_meta_data(FAILING_MRC) + self.assertIsNotNone(mrc) + self.assertEqual(len(cm.output), 1) + self.assertIn(FAILING_MRC.name, cm.output[0]) + self.assertIn("make sure this is correct", cm.output[0]) + + From 84eba503ee873a4df5a3a10641fc9d4403d59e0c Mon Sep 17 00:00:00 2001 From: Sander Roet Date: Tue, 26 Mar 2024 16:07:20 +0100 Subject: [PATCH 02/10] don't make plots for particel extraction in estimate_roc (#147) --- src/pytom_tm/entry_points.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/pytom_tm/entry_points.py b/src/pytom_tm/entry_points.py index e188c767..a811b670 100644 --- a/src/pytom_tm/entry_points.py +++ b/src/pytom_tm/entry_points.py @@ -433,7 +433,8 @@ def estimate_roc(argv=None): template_matching_job = load_json_to_tmjob(args.job_file) # Set cut off to -1 to ensure the number of particles gets extracted _, lcc_max_values = extract_particles( - template_matching_job, args.radius_px, args.number_of_particles, cut_off=0 + template_matching_job, args.radius_px, args.number_of_particles, cut_off=0, + create_plot=False ) score_volume = read_mrc( From 4785f00850452df0fcac3858d2ec326303b937c3 Mon Sep 17 00:00:00 2001 From: Sander Roet Date: Tue, 26 Mar 2024 18:12:24 +0100 Subject: [PATCH 03/10] change 'ptm' to 'rln' in the extraction star file (#149) --- src/pytom_tm/extract.py | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/src/pytom_tm/extract.py b/src/pytom_tm/extract.py index a8efebf1..ba057533 100644 --- a/src/pytom_tm/extract.py +++ b/src/pytom_tm/extract.py @@ -260,17 +260,17 @@ def extract_particles( ] *= cut_mask output = pd.DataFrame(data, columns=[ - 'ptmCoordinateX', - 'ptmCoordinateY', - 'ptmCoordinateZ', - 'ptmAngleRot', - 'ptmAngleTilt', - 'ptmAnglePsi', - 'ptmLCCmax', - 'ptmCutOff', - 'ptmSearchStd', - 'ptmDetectorPixelSize', - 'ptmMicrographName', + 'rlnCoordinateX', + 'rlnCoordinateY', + 'rlnCoordinateZ', + 'rlnAngleRot', + 'rlnAngleTilt', + 'rlnAnglePsi', + 'rlnLCCmax', + 'rlnCutOff', + 'rlnSearchStd', + 'rlnDetectorPixelSize', + 'rlnMicrographName', ]), scores if plotting_available and create_plot: From 41e4ec4262bc5be1e4649e3e198c07a4a9ce1c0e Mon Sep 17 00:00:00 2001 From: Sander Roet Date: Wed, 3 Apr 2024 15:24:57 +0200 Subject: [PATCH 04/10] Update README.md (#154) point to discussions page for discussions --- README.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/README.md b/README.md index e5480da2..4c5a9607 100644 --- a/README.md +++ b/README.md @@ -80,6 +80,13 @@ The following scripts are available to run with `--help` to see parameters: - estimate an ROC curve from a job file (.json): `pytom_estimate_roc.py --help` - merge multiple star files to a single starfile: `pytom_merge_stars.py --help` +## Usage questions, ideas and solutions, engagement, etc +Please use our [github discussions](https://github.com/SBC-Utrecht/pytom-match-pick/discussions) for: + - Asking questions about bottlenecks. + - Share ideas and solutions. + - Engage with other community members about processing strategies. + - etc... + ## Developer install If you want the most up-to-date version of the code you can get install it from this repository via: From b218916c5e1cb373ba286a1fe96429bf31dbc0d9 Mon Sep 17 00:00:00 2001 From: Marten Chaillet <58044494+McHaillet@users.noreply.github.com> Date: Thu, 4 Apr 2024 14:44:17 +0200 Subject: [PATCH 05/10] Readme illustration (#156) * add image to readme * upate header --- README.md | 4 +++- images/tomo200528_100_illustration.png | Bin 0 -> 793645 bytes 2 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 images/tomo200528_100_illustration.png diff --git a/README.md b/README.md index 4c5a9607..aceb7916 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,10 @@ ![test-badge](https://github.com/SBC-Utrecht/pytom-match-pick/actions/workflows/unit-tests.yml/badge.svg?branch=main) -# GPU template matching for cryo-ET +# pytom-match-pick: GPU template matching for cryo-ET GPU template matching, originally developed in [PyTom](https://github.com/SBC-Utrecht/PyTom), as a standalone python package that can be run from the command line. +![cover_image](images/tomo200528_100_illustration.png) + ## Requires ``` diff --git a/images/tomo200528_100_illustration.png b/images/tomo200528_100_illustration.png new file mode 100644 index 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