morpheus.utils.type_aliases

Type aliases used throughout the codebase.

Module Attributes

DataFrameModule	Valid DataFrame modules.
DataFrameType	Alias for pandas and cuDF DataFrame types.
SeriesType	Alias for pandas and cuDF Series types.
NDArrayType	Alias for NumPy and CuPy ndarray types.
TensorMapType	Alias for a dictionary of tensor names to tensors represented as either a NumPy or CuPy ndarray.

DataFrameModule

Valid DataFrame modules.

alias of Literal[‘cudf’, ‘pandas’]

DataFrameType

Alias for pandas and cuDF DataFrame types.

alias of pandas.DataFrame | cudf.DataFrame

NDArrayType

Alias for NumPy and CuPy ndarray types.

alias of numpy.ndarray | cupy.ndarray

SeriesType

Alias for pandas and cuDF Series types.

alias of pandas.Series | cudf.Series

TensorMapType

Alias for a dictionary of tensor names to tensors represented as either a NumPy or CuPy ndarray.

alias of Dict[str, numpy.ndarray | cupy.ndarray]