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import protocols as proto # pyright does not treat cached_property like property cached_property = property + + ImgT = TypeVar('ImgT', bound=nb.FileBasedImage) else: from functools import cached_property @@ -87,6 +92,49 @@ def load_json(file: FileTree) -> dict[str]: return orjson.loads(file.path_obj.read_bytes()) +def load_image(path: Path, api: type[ImgT]) -> ImgT: + """Load neuroimaging file with a given nibabel API.""" + img = nb.load(path) + if not isinstance(img, api): + raise ValueError(f'Expected image of type {api}, got {type(img)}') + return img + + +def load_nifti_header(file: FileTree) -> ctx.NiftiHeader: + """Load NIfTI header contents.""" + img = load_image(file.path_obj, nb.Nifti1Image) + + # Nibabel uses None,0,1,2, BIDS context uses 1,2,3 with 0 as absent + freq, phase, slc = (dim + 1 if dim is not None else 0 for dim in img.header.get_dim_info()) + dim_info = ctx.DimInfo(freq, phase, slc) + + xyz, t = img.header.get_xyzt_units() + if t not in ('unknown', 'sec', 'msec', 'usec'): + # The NIfTI standard allows for 'Hz', 'ppm' and 'rads', but BIDS currently + # considers temporal units. + t = 'unknown' + xyzt_units = ctx.XYZTUnits(xyz, t) + + nifti_header = ctx.NiftiHeader( + dim_info=dim_info, + dim=img.header['dim'], + pixdim=img.header['pixdim'], + shape=img.shape, + voxel_size=img.header.get_zooms(), + xyzt_units=xyzt_units, + qform_code=int(img.header['qform_code']), + sform_code=int(img.header['sform_code']), + axis_codes=nb.aff2axcodes(img.affine), + ) + try: + mrs_header = next(ext for ext in img.header.extensions if ext.get_code() == 44) + nifti_header.mrs = mrs_header.json() + except StopIteration: + pass + + return nifti_header + + class Subjects: """Collections of subjects in the dataset.""" @@ -400,10 +448,11 @@ def gzip(self) -> None: """Parsed contents of gzip header.""" pass - @property - def nifti_header(self) -> None: + @cached_property + def nifti_header(self) -> ctx.NiftiHeader | None: """Parsed contents of NIfTI header referenced 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