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persistent dataset default cache_dir #2136

@wyli

Description

@wyli

Is your feature request related to a problem? Please describe.

MONAI/monai/data/dataset.py

Lines 136 to 142 in 45c6cf6

def __init__(
self,
data: Sequence,
transform: Union[Sequence[Callable], Callable],
cache_dir: Optional[Union[Path, str]] = None,
hash_func: Callable[..., bytes] = pickle_hashing,
) -> None:

the default value of cache_dir is None, which means no caching. this is somewhat unexpected for a caching based dataset.

Describe the solution you'd like
remove the default value so that the user has to provide a location for the cache files

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