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@@ 48-64 (lines=17) @@
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assert_frame_equal(df1, df2, check_dtype=False) |
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def test_convert_dataframe3(): |
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array = np.reshape(np.arange(20), (10, 2)) |
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df1 = pd.DataFrame(array, columns=["x1", "x2"]) |
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search_space1 = { |
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"x1": list(np.arange(20)), |
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"x2": list(np.arange(20)), |
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} |
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search_space2 = { |
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"x1": list(np.arange(20)), |
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# "x2": list(np.arange(20)), |
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} |
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df2 = convert_dataframe(df1, search_space1, search_space2) |
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df1.drop("x2", axis=1, inplace=True) |
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assert_frame_equal(df1, df2, check_dtype=False) |
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@@ 30-45 (lines=16) @@
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assert_frame_equal(df1, df2, check_dtype=False) |
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def test_convert_dataframe2(): |
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array = np.reshape(np.arange(20), (10, 2)) |
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df1 = pd.DataFrame(array, columns=["x1", "x2"]) |
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search_space1 = { |
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"x1": list(np.arange(20)), |
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"x2": list(np.arange(20)), |
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} |
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search_space2 = { |
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"x1": list(np.arange(5)), |
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"x2": list(np.arange(20)), |
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} |
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df2 = convert_dataframe(df1, search_space1, search_space2) |
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with pytest.raises(Exception): |
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assert_frame_equal(df1, df2, check_dtype=False) |
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def test_convert_dataframe3(): |
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@@ 13-27 (lines=15) @@
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from optimization_metadata.memory_conv import convert_dataframe |
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def test_convert_dataframe1(): |
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array = np.reshape(np.arange(20), (10, 2)) |
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df1 = pd.DataFrame(array, columns=["x1", "x2"]) |
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search_space1 = { |
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"x1": list(np.arange(20)), |
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"x2": list(np.arange(20)), |
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} |
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search_space2 = { |
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"x1": list(np.arange(20)), |
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"x2": list(np.arange(20)), |
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} |
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df2 = convert_dataframe(df1, search_space1, search_space2) |
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assert_frame_equal(df1, df2, check_dtype=False) |
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def test_convert_dataframe2(): |