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ENH: Build bundle list dynamically depending on atlas version
Build bundle list dynamically depending on atlas version. Add the accompanying files: - The atlas bundle data (bundle label, short and long names) as CSV files. - The utilities functions required to read the bundle data. - Provide some level of encapsulation when adding the methods. Add a utility script to query the bundles corresponding to the files in an atlas available in a local disk. Add the corresponding tests.
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#!/usr/bin/env python | ||
# -*- coding: utf-8 -*- | ||
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def test_help_option(script_runner): | ||
ret = script_runner.run(["wm_query_atlas_bundles_names.py", "--help"]) | ||
assert ret.success |
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#!/usr/bin/env python | ||
# -*- coding: utf-8 -*- | ||
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"""Query the atlas bundle names. | ||
e.g. python wm_query_atlas_bundles.py \ | ||
/mnt/data/atlas/ORG-Atlas-1.4/ORG-800FC-100HCP/ \ | ||
/mnt/data/atlas/ORG-Atlas-1.4/bundle_names_default.txt \ | ||
DEFAULT | ||
python wm_query_atlas_bundles.py \ | ||
/mnt/data/atlas/ORG-Atlas-1.4/ORG-800FC-100HCP-separated/AnatomicalTracts/ \ | ||
/mnt/data/atlas/ORG-Atlas-1.4/bundle_names_separated.txt \ | ||
SEPARATED | ||
""" | ||
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import argparse | ||
from pathlib import Path | ||
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from whitematteranalysis.anatomy.org_atlas_utils import ( | ||
AtlasAvailability, | ||
query_bundle_names, | ||
) | ||
from whitematteranalysis.fileio.utils import save2txt | ||
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def _build_arg_parser(): | ||
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parser = argparse.ArgumentParser( | ||
description=__doc__, formatter_class=argparse.RawTextHelpFormatter | ||
) | ||
parser.add_argument("in_path", type=Path, help="Input path.") | ||
parser.add_argument( | ||
"out_fname", | ||
help="Output filename (*.txt).", | ||
type=Path, | ||
) | ||
parser.add_argument( | ||
"atlas_availability", | ||
choices=AtlasAvailability._member_names_, | ||
help="Atlas availability.", | ||
) | ||
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return parser | ||
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def _parse_args(parser): | ||
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args = parser.parse_args() | ||
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return args | ||
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def main(): | ||
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parser = _build_arg_parser() | ||
args = _parse_args(parser) | ||
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bundle_names = query_bundle_names( | ||
args.in_path, | ||
AtlasAvailability.__getitem__(args.atlas_availability), | ||
) | ||
save2txt(args.out_fname, bundle_names) | ||
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if __name__ == "__main__": | ||
main() |
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# -*- coding: utf-8 -*- | ||
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import enum | ||
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import pandas as pd | ||
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from whitematteranalysis.fileio.utils import ( | ||
SlicerFileExtension, | ||
VTKFileExtension, | ||
find_filenames, | ||
) | ||
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atlas_bundle_file_prefix = "T_" | ||
nonatlas_bundle_names = ["T_FalsePositive"] | ||
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class Hemisphere(enum.Enum): | ||
LEFT = "left" | ||
RIGHT = "right" | ||
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class AtlasAvailability(enum.Enum): | ||
DEFAULT = "default" | ||
SEPARATED = "separated" | ||
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class ORGAtlasBundleType(enum.Enum): | ||
ASS = "Association" | ||
CER = "Cerebellar" | ||
COM = "Commissural" | ||
PRO = "Projection" | ||
STR = "Striatal" | ||
SUP = "Superficial" | ||
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class ORGAtlasBundleFileHeading(enum.Enum): | ||
ID = "id" | ||
SHORT_NAME = "short_name" | ||
LONG_NAME = "long_name" | ||
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class ORGAtlasBundleRange(enum.Enum): | ||
ASO = (101, 199) | ||
CER = (201, 299) | ||
COM = (301, 399) | ||
PRO = (401, 499) | ||
STR = (501, 599) | ||
SUP = (601, 699) | ||
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@staticmethod | ||
def get_range_low(name): | ||
return ORGAtlasBundleRange(name).value[0] | ||
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@staticmethod | ||
def get_range_high(name): | ||
return ORGAtlasBundleRange(name).value[1] | ||
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def get_bundles(df, bundle_id): | ||
return df[df[ORGAtlasBundleFileHeading.ID.value].isin(bundle_id)] | ||
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def get_bundle_feature(df, bundle_id, column): | ||
return get_bundles(df, bundle_id)[column].values.tolist() | ||
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def get_bundle_long_name(df, bundle_id): | ||
return get_bundle_feature(df, bundle_id, ORGAtlasBundleFileHeading.LONG_NAME.value) | ||
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def get_bundle_short_name(df, bundle_id): | ||
return get_bundle_feature(df, bundle_id, ORGAtlasBundleFileHeading.SHORT_NAME.value) | ||
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def get_bundle_type(df, bundle_type): | ||
return df[ | ||
df[ | ||
ORGAtlasBundleFileHeading.ID.value].between( | ||
ORGAtlasBundleRange.get_range_low(bundle_type), | ||
ORGAtlasBundleRange.get_range_high(bundle_type) | ||
) | ||
] | ||
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def get_association_bundles(df): | ||
return get_bundle_type(df, ORGAtlasBundleRange.ASO) | ||
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def get_cerebellar_bundles(df): | ||
return get_bundle_type(df, ORGAtlasBundleRange.CER) | ||
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def get_commissural_bundles(df): | ||
return get_bundle_type(df, ORGAtlasBundleRange.COM) | ||
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def get_commissural_augmented_bundles(df): | ||
com = get_commissural_bundles(df) | ||
# Add the MCP | ||
mcp = get_bundles(df, [209]) | ||
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return pd.concat([com, mcp], ignore_index=True) | ||
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def get_hemispheric_bundles(df): | ||
aso = get_association_bundles(df) | ||
cer = get_cerebellar_bundles(df) | ||
# Remove the MCP | ||
cer = cer.drop(cer[cer[ORGAtlasBundleFileHeading.ID.value] == 209].index) | ||
stl = get_striatal_bundles(df) | ||
pro = get_projection_bundles(df) | ||
sup = get_superficial_bundles(df) | ||
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return pd.concat([aso, cer, stl, pro, sup], ignore_index=True) | ||
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def get_hemispheric_mono_bundles(df): | ||
hem_mono = get_hemispheric_bundles(df) | ||
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# Remove all right values | ||
hem_mono = hem_mono.drop(hem_mono.loc[hem_mono[ORGAtlasBundleFileHeading.SHORT_NAME.value].str.contains(Hemisphere.RIGHT.value)].index) | ||
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# Drop the left substring | ||
short_name_substr = "_" + Hemisphere.LEFT.value | ||
column = ORGAtlasBundleFileHeading.SHORT_NAME.value | ||
hem_mono[column] = hem_mono[column].str.replace(short_name_substr, "") | ||
long_name_substr = " " + Hemisphere.LEFT.value | ||
column = ORGAtlasBundleFileHeading.LONG_NAME.value | ||
hem_mono[column] = hem_mono[column].str.replace(long_name_substr, "") | ||
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# Strip the ID as it makes no longer sense | ||
hem_mono.drop(ORGAtlasBundleFileHeading.ID.value, axis=1, inplace=True) | ||
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return hem_mono | ||
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def get_projection_bundles(df): | ||
return get_bundle_type(df, ORGAtlasBundleRange.PRO) | ||
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def get_striatal_bundles(df): | ||
return get_bundle_type(df, ORGAtlasBundleRange.STR) | ||
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def get_superficial_bundles(df): | ||
return get_bundle_type(df, ORGAtlasBundleRange.SUP) | ||
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def query_bundle_names_from_anatomical_tracts(path): | ||
bundle_names = find_filenames(path, VTKFileExtension.VTP, stem=True) | ||
return bundle_names | ||
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def query_bundle_names_from_scene_files(path): | ||
bundle_names = find_filenames(path, SlicerFileExtension.MRML, stem=True) | ||
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# Remove non-atlas filenames if present | ||
[bundle_names.remove(elem) for elem in nonatlas_bundle_names] | ||
bundle_names = [elem for elem in bundle_names if elem.startswith(atlas_bundle_file_prefix)] | ||
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return bundle_names | ||
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def add_org_atlas_prefix(bundles): | ||
return [atlas_bundle_file_prefix + elem for elem in bundles] | ||
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def query_bundle_names(path, atlas_availability): | ||
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if atlas_availability == AtlasAvailability.DEFAULT: | ||
return query_bundle_names_from_scene_files(path) | ||
elif atlas_availability == AtlasAvailability.SEPARATED: | ||
return query_bundle_names_from_anatomical_tracts(path) | ||
else: | ||
raise ValueError( | ||
f"Unsupported value:\n" | ||
f"Found: {atlas_availability}; Available: {AtlasAvailability.__members__}") |
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