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Add tests for floating point transforms in FixedScaleOffset
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numcodecs/tests/test_fixedscaleoffset.py

Lines changed: 13 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -39,12 +39,20 @@ def test_encode_decode():
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check_encode_decode(arr, codec, precision=precision)
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42-
def test_encode():
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@pytest.mark.parametrize(
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"offset, scale, expected",
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[
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(1000, 10, [0, 6, 11, 17, 22, 28, 33, 39, 44, 50]),
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(1002.5, 10, [-25, -19, -14, -8, -3, 3, 8, 14, 19, 25]),
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(1000, 0.5, [0, 0, 1, 1, 1, 1, 2, 2, 2, 2]),
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],
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)
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def test_encode(offset: float, scale: float, expected: list[int]):
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dtype = '<f8'
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astype = '|u1'
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codec = FixedScaleOffset(scale=10, offset=1000, dtype=dtype, astype=astype)
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arr = np.linspace(1000, 1001, 10, dtype=dtype)
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expect = np.array([0, 1, 2, 3, 4, 6, 7, 8, 9, 10], dtype=astype)
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astype = np.int16
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codec = FixedScaleOffset(scale=scale, offset=offset, dtype=dtype, astype=astype)
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arr = np.linspace(1000, 1005, 10, dtype=dtype)
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expect = np.array(expected, dtype=astype)
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actual = codec.encode(arr)
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assert_array_equal(expect, actual)
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assert np.dtype(astype) == actual.dtype

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