Chris Markiewicz
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    # PyBIDS 1.0 layout API The following API provides the basic data structures needed to represent a BIDS dataset. It aims to be simple enough to bear multiple implementations. ```python Index = PaddedInt Value = str Entity = Literal['subject', 'session', ...] class Schema: """Representation of the state of BIDS schema This replaces the concept of a config file, allowing PyBIDS to accept BEP or application-specific schemas. For the time being, this should be considered opaque to users. """ class File: """Generic file representation This permits unparseable filenames to be represented. """ path: Path _layout: BIDSLayout | None # Implement os.PathLike def __fspath__(self): return str(self.path) @cached_property def relative_path(self) -> Path: if not self._layout: raise ValueError return self.path.relative_to(self._layout.root) class BIDSFile(File): entities: dict[Entity, Value | Index] datatype: str | None suffix: str | None extension: str | None @cached_property def metadata(self) -> dict[str, Any]: """Sidecar metadata aggregated according to inheritance principle""" class BIDSLayout: # Inspired by context: https://github.com/bids-standard/bids-specification/blob/master/src/schema/meta/context.yaml schema: Schema root: Path dataset_description: dict[str, Any] # tree: Tree[BIDSFile] # Probably not # Non-conforming files, maybe better name? # could be property ignored: list[File] ## layouts: list[BIDSLayout] @cached_property def files(self) -> list[BIDSFile]: ... @cached_property def datatypes(self) -> list[str]: ... @cached_property def modalities(self) -> list[str]: ... @cached_property def subjects(self) -> list[str]: ... @cached_property def entities(self) -> list[Entity]: ... def get_entities( self, entity: Entity, **filters, ) -> list[Value | Index]: ... def get_metadata(self, term: str, **filters) -> list[Any]: ... def get_files(self, **filters) -> list[BIDSFile]: ... ``` It can be useful to group multiple datasets into a single logical layout, for example, when querying raw data and derivatives: ```python class LayoutCollection(BIDSLayout): primary: BIDSLayout layouts: list[BIDSLayout] mylayout = LayoutCollection('/path/to/ds') mylayout.primary.entities # Only once mylayout.entities # Iterative ``` ### `layout.utils` A module will be provided to provide utilities that only rely on the `BIDSLayout` API. The goal is to provide implementations that will survive refactors and templates for working with the API. The following components of the current `BIDSLayout` would be better presented as utilities: ```python def get_bval(x: BIDSFile) -> BIDSFile: ... def get_bvec(x: BIDSFile) -> BIDSFile: ... def get_fieldmap(x: BIDSFile) -> List[BIDSFile]: ... ``` Some parsing/creation may be useful: ```python def parse_file(x: Path | str) -> BIDSFile: """Construct a layout-free BIDSFile""" def new_file( template: BIDSFile | None = None, layout: BIDSLayout | None = None, *, datatype: str | None = None, suffix: str | None = None, extension: str | None = None, **entities, ) -> BIDSFile: """Generate new file If given a template, additional arguments are overrides. """ ``` ## Todo * API strategy * Release API proposal for comment * * Options: * Implement new API using existing backend * Implement old API w/ ANCP-BIDS backend to test ANCP-BIDS (existing pybids-refactor repo) * Go over failing tests and categorize * Deficiencies in ANCP-BIDS * (Check get_bval in particular) * Check anbpids validation (ask Erdal to implement) * If ancpbids is performing reasonably, maybe go ahead and do new API with ancpbids * Open API questions: * How to handle multiple layouts? * LayoutColleciton or single Layout. Leaning to LayoutCollection * layout.utils for migrating old helper object methods

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