Python DataFrameBuilder.to_dataframeの例

コード例 #1

ファイル: test_dataframe_builder.py プロジェクト: Al3n70rn/isovar

def test_dataframe_builder():
    df_builder = DataFrameBuilder(TestClass)
    df_builder.add(test_variant, test_obj)
    df = df_builder.to_dataframe()
    expected = pd.DataFrame(OrderedDict([
        ("chr", ["X"]),
        ("pos", [10]),
        ("ref", ["CC"]),
        ("alt", ["C"]),
        ("a", [test_obj.a]),
        ("b", [test_obj.b]),
        ("c", [test_obj.c]),
    ]))
    check_same_dataframes(df, expected)

コード例 #2

ファイル: test_dataframe_builder.py プロジェクト: gnetsanet/isovar

def test_dataframe_builder():
    df_builder = DataFrameBuilder(TestClass)
    df_builder.add(test_variant, test_obj)
    df = df_builder.to_dataframe()
    expected = pd.DataFrame(
        OrderedDict([
            ("chr", ["X"]),
            ("pos", [10]),
            ("ref", ["CC"]),
            ("alt", ["C"]),
            ("a", [test_obj.a]),
            ("b", [test_obj.b]),
            ("c", [test_obj.c]),
        ]))
    check_same_dataframes(df, expected)

コード例 #3

ファイル: test_dataframe_builder.py プロジェクト: gnetsanet/isovar

def test_dataframe_rename_and_converters_and_exclude():
    df_builder = DataFrameBuilder(TestClass,
                                  rename_dict={"c": "C"},
                                  converters=dict(c=int),
                                  exclude=["a", "b"])
    df_builder.add(test_variant, test_obj)
    df = df_builder.to_dataframe()
    expected = pd.DataFrame(
        OrderedDict([
            ("chr", ["X"]),
            ("pos", [10]),
            ("ref", ["CC"]),
            ("alt", ["C"]),
            ("C", [int(test_obj.c)]),
        ]))
    check_same_dataframes(df, expected)

コード例 #4

ファイル: test_dataframe_builder.py プロジェクト: Al3n70rn/isovar

def test_dataframe_rename_and_converters_and_exclude():
    df_builder = DataFrameBuilder(
        TestClass,
        rename_dict={"c": "C"},
        converters=dict(c=int),
        exclude=["a", "b"])
    df_builder.add(test_variant, test_obj)
    df = df_builder.to_dataframe()
    expected = pd.DataFrame(OrderedDict([
        ("chr", ["X"]),
        ("pos", [10]),
        ("ref", ["CC"]),
        ("alt", ["C"]),
        ("C", [int(test_obj.c)]),
    ]))
    check_same_dataframes(df, expected)

コード例 #5

ファイル: test_dataframe_builder.py プロジェクト: Al3n70rn/isovar

def test_dataframe_rename_and_converters():
    df_builder = DataFrameBuilder(
        TestClass,
        rename_dict={"a": "A", "b": "B", "c": "C"},
        converters=dict(a=float, c=int))
    df_builder.add(test_variant, test_obj)
    df = df_builder.to_dataframe()
    expected = pd.DataFrame(OrderedDict([
        ("chr", ["X"]),
        ("pos", [10]),
        ("ref", ["CC"]),
        ("alt", ["C"]),
        ("A", [float(test_obj.a)]),
        ("B", [test_obj.b]),
        ("C", [int(test_obj.c)]),
    ]))
    check_same_dataframes(df, expected)

コード例 #6

ファイル: test_dataframe_builder.py プロジェクト: gnetsanet/isovar

def test_dataframe_rename_and_converters():
    df_builder = DataFrameBuilder(TestClass,
                                  rename_dict={
                                      "a": "A",
                                      "b": "B",
                                      "c": "C"
                                  },
                                  converters=dict(a=float, c=int))
    df_builder.add(test_variant, test_obj)
    df = df_builder.to_dataframe()
    expected = pd.DataFrame(
        OrderedDict([
            ("chr", ["X"]),
            ("pos", [10]),
            ("ref", ["CC"]),
            ("alt", ["C"]),
            ("A", [float(test_obj.a)]),
            ("B", [test_obj.b]),
            ("C", [int(test_obj.c)]),
        ]))
    check_same_dataframes(df, expected)