def test_index_metadata(index_metadata, query, result):
data_dir = join(get_test_data_path(), '7t_trt')
layout = BIDSLayout(data_dir, index_metadata=index_metadata)
if not index_metadata and query is not None:
indexer = BIDSLayoutIndexer(layout)
indexer.index_metadata(**query)
sample_file = layout.get(task='rest', extension='nii.gz',
acq='fullbrain')[0]
metadata = sample_file.get_metadata()
assert metadata.get('RepetitionTime') == result
def test_force_index(layout_ds005):
data_dir = join(get_test_data_path(), 'ds005')
target = join(data_dir, 'models', 'ds-005_type-test_model.json')
indexer = BIDSLayoutIndexer(force_index=['models'])
model_layout = BIDSLayout(data_dir, validate=True, indexer=indexer)
assert target not in layout_ds005.files
assert target in model_layout.files
assert 'all' not in model_layout.get_subjects()
for f in model_layout.files.values():
assert 'derivatives' not in f.path
def init(cls):
"""Create a new BIDS Layout accessible with :attr:`~execution.layout`."""
if cls._layout is None:
import re
from bids.layout.index import BIDSLayoutIndexer
from bids.layout import BIDSLayout
_db_path = cls.bids_database_dir or (
cls.work_dir / cls.run_uuid / "bids_db"
)
_db_path.mkdir(exist_ok=True, parents=True)
# Recommended after PyBIDS 12.1
_indexer = BIDSLayoutIndexer(
validate=False,
ignore=(
"code",
"stimuli",
"sourcedata",
"models",
"derivatives",
"scripts",
re.compile(r"^\."),
# Exclude modalities and contrasts ignored by MRIQC (doesn't know how to QC)
re.compile(
r"sub-[a-zA-Z0-9]+(/ses-[a-zA-Z0-9]+)?/(dwi|fmap|perf)/"
),
re.compile(
r"sub-[a-zA-Z0-9]+(/ses-[a-zA-Z0-9]+)?/anat/.*_"
r"(PDw|T2starw|FLAIR|inplaneT1|inplaneT2|PDT2|angio|T2star"
r"|FLASH|PD|T1map|T2map|T2starmap|R1map|R2map|R2starmap|PDmap"
r"|MTRmap|MTsat|UNIT1|T1rho|MWFmap|MTVmap|PDT2map|Chimap"
r"|S0map|M0map|defacemask|MESE|MEGRE|VFA|IRT1|MP2RAGE|MPM|MTS|MTR)\."
),
re.compile(
r"sub-[a-zA-Z0-9]+(/ses-[a-zA-Z0-9]+)?/func/.*"
r"_(cbv|sbref|phase|events|physio|stim)\."
),
),
)
cls._layout = BIDSLayout(
str(cls.bids_dir),
database_path=_db_path,
reset_database=cls.bids_database_dir is None,
indexer=_indexer,
)
cls.bids_database_dir = _db_path
cls.layout = cls._layout
def test_ignore_files(layout_ds005):
data_dir = join(get_test_data_path(), 'ds005')
target1 = join(data_dir, 'models', 'ds-005_type-test_model.json')
target2 = join(data_dir, 'models', 'extras', 'ds-005_type-test_model.json')
layout1 = BIDSLayout(data_dir, validate=False)
assert target1 not in layout_ds005.files
assert target1 not in layout1.files
assert target2 not in layout1.files
# now the models/ dir should show up, because passing ignore explicitly
# overrides the default - but 'model/extras/' should still be ignored
# because of the regex.
ignore = [re.compile('xtra'), 'dummy']
indexer = BIDSLayoutIndexer(validate=False, ignore=ignore)
layout2 = BIDSLayout(data_dir, indexer=indexer)
assert target1 in layout2.files
assert target2 not in layout2.files
def init_layout():
from .bids import Layout
from bids.layout.index import BIDSLayoutIndexer
global TF_LAYOUT
TF_LAYOUT = Layout(
TF_HOME,
validate=False,
config="templateflow",
indexer=BIDSLayoutIndexer(
validate=False,
ignore=(
".git",
".datalad",
".gitannex",
".gitattributes",
".github",
"scripts",
),
),
)
def _resolve_bids(self, fileobj: File) -> list[File]:
# load using pybids
validate = False # save time
layout = BIDSLayout(
root=fileobj.path,
reset_database=True, # force reindex in case files have changed
absolute_paths=True,
validate=validate,
indexer=BIDSLayoutIndexer(
validate=validate,
index_metadata=False, # save time
),
)
# load override metadata
basemetadata = dict()
if hasattr(fileobj, "metadata"):
metadata = getattr(fileobj, "metadata", None)
if isinstance(metadata, dict):
basemetadata.update(metadata)
resolved_files: list[File] = []
for obj in layout.get_files().values():
file: File | None = to_fileobj(obj, basemetadata)
if file is None:
continue
self.fileobj_by_filepaths[file.path] = file
self.specfileobj_by_filepaths[file.path] = file
resolved_files.append(file)
intended_for: dict[str, frozenset[tuple[str, str]]] = dict()
for file in resolved_files:
if file.datatype != "fmap":
continue
metadata = SidecarMetadataLoader.load(file.path)
if metadata is None:
continue
intended_for_paths = metadata.get("intended_for")
if intended_for_paths is None:
continue
linked_fmap_tags = frozenset(file.tags.items())
for intended_for_path in intended_for_paths:
intended_for[intended_for_path] = linked_fmap_tags
informed_by: dict[frozenset[tuple[str, str]],
list[frozenset[tuple[str, str]]]] = defaultdict(list)
for file in resolved_files:
file_tags = frozenset(file.tags.items())
for file_path, linked_fmap_tags in intended_for.items():
if file.path.endswith(file_path): # slow performance
informed_by[file_tags].append(linked_fmap_tags)
mappings: set[tuple[tuple[str, str], tuple[str, str]]] = set()
for func_tags, linked_fmap_tags_list in informed_by.items():
for linked_fmap_tags in linked_fmap_tags_list:
for func_tag, linked_fmap_tag in product(
func_tags, linked_fmap_tags):
if func_tag[0] == "sub" or linked_fmap_tag[0] == "sub":
continue
if (func_tag[0] == linked_fmap_tag[0]
): # only map between different entities
continue
mappings.add((func_tag, linked_fmap_tag))
intended_for_rules = defaultdict(list)
for functag, fmaptag in mappings:
entity, val = functag
funcstr = f"{entity}.{val}"
entity, val = fmaptag
fmapstr = f"{entity}.{val}"
intended_for_rules[fmapstr].append(funcstr)
if len(intended_for) > 0:
logger.info(
"Inferred mapping between func and fmap files to be %s",
pformat(intended_for_rules),
)
for file in resolved_files:
if file.datatype != "fmap":
continue
file.intended_for = intended_for_rules
return resolved_files