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utils

Useful objects/functions for federated learning.

This is primarily intended for use by modules outside of the federated package. It cannot be imported by most modules in the federated package because it would introduce circular imports.

Module​

Functions​

def hash(record: Any, hash_function: HashAlgorithm) ‑> int:

Compute the hash of an individual record.

Arguments

  • record: The record to hash.
  • hash_function: the hash function to use.

Returns An integer corresponding to the hashed value of the record.

def hash_set(    dataset: Union[pd.DataFrame, List[Any], pd.Series], hash_function: HashAlgorithm,) ‑> List[int]:

Hash the dataset with the given hash function.

Returns The hashed dataset as a list of integers.