SpatialFilterGridAware#
- class myoverse.datasets.filters.spatial.SpatialFilterGridAware(input_is_chunked=None, allowed_input_type='both', grids_to_process='all', is_output=False, name=None, run_checks=True)[source]#
Base class for spatial filters that need to be grid-aware.
This class provides methods for handling multiple electrode grids in spatial filters. It allows applying filters to specific grids and optionally preserving unprocessed grids.
- Parameters:
input_is_chunked (bool) – Whether the input is chunked or not.
allowed_input_type (Literal["chunked", "non_chunked", "both"]) – Type of input this filter accepts.
grids_to_process (Union[Literal["all"], List[int]]) –
Specifies which grids to apply the filter to:
”all”: Process all grids (default)
List[int]: Process only the grids with these indices
is_output (bool, optional) – Whether the filter is an output filter.
name (str, optional) – Name of the filter.
run_checks (bool, optional) – Whether to run validation checks when filtering.
Methods
__init__([input_is_chunked, ...])_filter(input_array, **kwargs)Apply the filter to the input array.
_get_grids_to_filter(grid_layouts)