pandas.util.hash_array(vals, encoding='utf8', hash_key=None, categorize=True)[source]

Given a 1d array, return an array of deterministic integers.

New in version 0.19.2.

valsndarray, Categorical
encodingstring, default ‘utf8’

encoding for data & key when strings

hash_keystring key to encode, default to _default_hash_key
categorizebool, default True

Whether to first categorize object arrays before hashing. This is more efficient when the array contains duplicate values.

New in version 0.20.0.

1d uint64 numpy array of hash values, same length as the vals
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