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Passing tests
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@@ -31,6 +31,21 @@ def test_to_dataframe_no_results():
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co.to_dataframe()
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class MockData(Data):
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"""Test helper."""
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x: int
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y: int
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class MockMultiData(Data):
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"""Test helper."""
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date: str
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another_date: str
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value: float
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@pytest.mark.parametrize(
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"results, expected_df",
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[
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@@ -52,24 +67,28 @@ def test_to_dataframe_no_results():
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# Test case 3: List of Data
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(
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[
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Data(x=0, y=2),
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Data(x=1, y=3),
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Data(x=2, y=0),
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Data(x=3, y=1),
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Data(x=4, y=6),
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MockData(x=0, y=2),
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MockData(x=1, y=3),
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MockData(x=2, y=0),
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MockData(x=3, y=1),
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MockData(x=4, y=6),
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],
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pd.DataFrame({"x": [0, 1, 2, 3, 4], "y": [2, 3, 0, 1, 6]}),
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pd.DataFrame(
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{"x": [0, 1, 2, 3, 4], "y": [2, 3, 0, 1, 6]}, columns=["x", "y"]
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),
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),
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# Test case 4: List of dict
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(
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[
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{"x": 1, "y": 2},
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{"x": 1, "y": 3},
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{"x": 2, "y": 0},
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{"x": 3, "y": 1},
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{"x": 4, "y": 6},
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{"a": 1, "y": 2},
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{"a": 1, "y": 3},
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{"a": 2, "y": 0},
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{"a": 3, "y": 1},
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{"a": 4, "y": 6},
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],
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pd.DataFrame({"x": [1, 1, 2, 3, 4], "y": [2, 3, 0, 1, 6]}),
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pd.DataFrame(
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{"a": [1, 1, 2, 3, 4], "y": [2, 3, 0, 1, 6]}, columns=["a", "y"]
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),
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),
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# Test case 5: List of Lists
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(
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@@ -122,14 +141,26 @@ def test_to_dataframe_no_results():
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[
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{
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"df1": [
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Data(date="1956-01-01", another_date="2023-09-01", value=0.0),
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Data(date="1956-02-01", another_date="2023-09-01", value=0.0),
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Data(date="1956-03-01", another_date="2023-09-01", value=0.0),
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MockMultiData(
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date="1956-01-01", another_date="2023-09-01", value=0.0
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),
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MockMultiData(
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date="1956-02-01", another_date="2023-09-01", value=0.0
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),
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MockMultiData(
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date="1956-03-01", another_date="2023-09-01", value=0.0
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),
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],
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"df2": [
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Data(date="1955-03-01", another_date="2023-09-01", value=0.0),
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Data(date="1955-04-01", another_date="2023-09-01", value=0.0),
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Data(date="1955-05-01", another_date="2023-09-01", value=0.0),
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MockMultiData(
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date="1955-03-01", another_date="2023-09-01", value=0.0
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),
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MockMultiData(
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date="1955-04-01", another_date="2023-09-01", value=0.0
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),
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MockMultiData(
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date="1955-05-01", another_date="2023-09-01", value=0.0
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),
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],
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}
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],
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@@ -144,7 +175,8 @@ def test_to_dataframe_no_results():
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],
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"another_date": ["2023-09-01", "2023-09-01", "2023-09-01"],
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"value": [0.0, 0.0, 0.0],
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}
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},
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columns=["date", "another_date", "value"],
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).set_index("date"),
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"df2": pd.DataFrame(
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{
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@@ -155,7 +187,8 @@ def test_to_dataframe_no_results():
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],
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"another_date": ["2023-09-01", "2023-09-01", "2023-09-01"],
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"value": [0.0, 0.0, 0.0],
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}
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},
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columns=["date", "another_date", "value"],
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).set_index("date"),
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},
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axis=1,
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@@ -177,7 +210,12 @@ def test_to_dataframe(results, expected_df):
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if isinstance(expected_df, pd.DataFrame):
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result = co.to_dataframe()
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# assert result.equals(expected_df)
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# try:
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assert_frame_equal(result, expected_df)
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# except AssertionError:
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# assert set(expected_df.columns) == set(result.columns)
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# for col in result.columns:
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# assert expected_df[col].equals(result[col])
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else:
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with pytest.raises(expected_df.__class__) as exc_info:
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co.to_dataframe()
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