pandas.Index.get_indexer_non_unique

Index.get_indexer_non_unique(target) [source]

Compute indexer and mask for new index given the current index. The indexer should be then used as an input to ndarray.take to align the current data to the new index.

Parameters:
target : Index
Returns:

indexer : ndarray of int

Integers from 0 to n - 1 indicating that the index at these positions matches the corresponding target values. Missing values in the target are marked by -1.

missing : ndarray of int

An indexer into the target of the values not found. These correspond to the -1 in the indexer array

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https://pandas.pydata.org/pandas-docs/version/0.23.4/generated/pandas.Index.get_indexer_non_unique.html