Source code for autofaiss.utils.array_functions
""" useful functions t apply on numpy arrays """
import numpy as np
[docs]
def multi_array_split(array_list, nb_chunk):
total_length = len(array_list[0])
chunk_size = (total_length - 1) // nb_chunk + 1
assert all(len(x) == total_length for x in array_list)
for i in range(0, total_length, chunk_size):
yield tuple(x[i : i + chunk_size] for x in array_list)