hyperimpute.plugins.utils.decorators module

benchmark(func: Callable) → Callable

Decorator used for function duration benchmarking. It is active only with DEBUG loglevel.

Parameters:

func – the function to be benchmarked.

Returns:

the decorator

Return type:

Callable

expect_dataframe_for(idx: int) → Callable

expect_ndarray_for(idx: int) → Callable

expect_type_for(idx: int, dtype: Type) → Callable

Decorator used for argument type checking.

Parameters:

• idx – which argument should be validated.

• dtype – expected data type.

Returns:

the decorator

Return type:

Callable