27 lines
919 B
Python
27 lines
919 B
Python
"""Test Olivetti faces fetcher, if the data is available,
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or if specifically requested via environment variable
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(e.g. for CI jobs)."""
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import numpy as np
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from sklearn.datasets.tests.test_common import check_return_X_y
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from sklearn.utils import Bunch
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from sklearn.utils._testing import assert_array_equal
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def test_olivetti_faces(fetch_olivetti_faces_fxt):
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data = fetch_olivetti_faces_fxt(shuffle=True, random_state=0)
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assert isinstance(data, Bunch)
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for expected_keys in ("data", "images", "target", "DESCR"):
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assert expected_keys in data.keys()
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assert data.data.shape == (400, 4096)
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assert data.images.shape == (400, 64, 64)
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assert data.target.shape == (400,)
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assert_array_equal(np.unique(np.sort(data.target)), np.arange(40))
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assert data.DESCR.startswith(".. _olivetti_faces_dataset:")
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# test the return_X_y option
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check_return_X_y(data, fetch_olivetti_faces_fxt)
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