import itertools import sys import numpy as np import pytest from numcodecs.pickles import Pickle from numcodecs.tests.common import (check_config, check_repr, check_encode_decode_array, check_backwards_compatibility, greetings) codecs = [Pickle(protocol=i) for i in range(5)] # object array with strings # object array with mix strings / nans # object array with mix of string, int, float # ... arrays = [ np.array(['foo', 'bar', 'baz'] * 300, dtype=object), np.array([['foo', 'bar', np.nan]] * 300, dtype=object), np.array(['foo', 1.0, 2] * 300, dtype=object), np.arange(1000, dtype='i4'), np.array(['foo', 'bar', 'baz'] * 300), np.array(['foo', ['bar', 1.0, 2], {'a': 'b', 'c': 42}] * 300, dtype=object), np.array(greetings * 100), np.array(greetings * 100, dtype=object), ] def test_encode_decode(): for arr, codec in itertools.product(arrays, codecs): check_encode_decode_array(arr, codec) def test_config(): codec = Pickle(protocol=-1) check_config(codec) for codec in codecs: check_config(codec) def test_repr(): check_repr("Pickle(protocol=-1)") # Details on xfail # https://stackoverflow.com/questions/58194852/modulenotfounderror-no-module-named-numpy-core-multiarray-r @pytest.mark.skipif( sys.byteorder != "little", reason="Pickle does not restore byte orders" ) @pytest.mark.xfail( sys.platform == "win32", reason=( "Pickle fails to read w/ Windows carriage return " "( https://github.com/zarr-developers/numcodecs/issues/271 )" ) ) def test_backwards_compatibility(): check_backwards_compatibility(Pickle.codec_id, arrays, codecs)