dask.tokenize.tokenize

dask.tokenize.tokenize(*args: object, ensure_deterministic: bool | None = None, **kwargs: object) → str

Deterministic token

>>> tokenize([1, 2, '3'])
'06961e8de572e73c2e74b51348177918'

>>> tokenize('Hello') == tokenize('Hello')
True

Parameters:

args, kwargs:

objects to tokenize

ensure_deterministic: bool, optional

If True, raise TokenizationError if the objects cannot be deterministically tokenized, e.g. two identical objects will return different tokens. Defaults to the tokenize.ensure-deterministic configuration parameter.