Python DataAnalyst示例

示例#1

def test_sns_jointplot_categoria2_error_not_included():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.sns_jointplot(feature1=["a"], feature2=["b"], target=["c"], categoria1=["OK"], categoria2=["OKNOK"])

示例#2

def test_boxplot_target_error_None():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.boxplot(features=col)

示例#3

def test_boxplot_display_image():
    da = DataAnalyst(data)
    da.boxplot(features=["a", "b"], target=["c"], display=True)

示例#4

def test_corr_matrix_save_image1():
    da = DataAnalyst(data)
    da.corr_matrix(features=["a", "b"], display=False)

示例#5

def test_boxplot_feature_error_null():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.boxplot(features=col, target=["d"])

示例#6

def test_boxplot_features_error_object():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.boxplot(features=["c"], target=["a"])

示例#7

def test_corr_matrix_feature_error_None():
    da = DataAnalyst(data)
    da.corr_matrix()

示例#8

def test_sns_pairplot_target_error_type():
    da = DataAnalyst(data)
    with pytest.raises(TypeError):
        da.sns_pairplot(features=["a"], target=np.array(col))

示例#9

def test_sns_pairplot_target_error_null2():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.sns_pairplot(features=col, target=[])

示例#10

def test_sns_jointplot_test1():
    da = DataAnalyst(data)
    da.sns_jointplot(feature1=["a"], feature2=["b"], target=["c"], categoria1=["OK"])

示例#11

def test_boxplot_features_error_empty():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.boxplot(features=[])

示例#12

def test_sns_jointplot_display():
    da = DataAnalyst(data)
    da.sns_jointplot(feature1=["a"], feature2=["b"], target=["c"], categoria1=["OK"], categoria2=["NOK"], display=True)

示例#13

def test_sns_jointplot_incorrect_path():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.sns_jointplot(feature1=["a"], feature2=["b"], target=["c"], categoria1=["OK"], categoria2=["NOK"], save_image=True, path="/invalid")

示例#14

def test_sns_jointplot_categoria2_noerror_None():
    da = DataAnalyst(data)
    da.sns_jointplot(feature1=["a"], feature2=["b"], target=["c"], categoria1=["OK"], categoria2=None)

示例#15

def test_distribution_targets_save_image1():
    da = DataAnalyst(data)
    da.distribution_targets(target=["c"], display=False)

示例#16

def test_sns_pairplot_save_image():
    da = DataAnalyst(data)
    da.sns_pairplot(features=["a", "b"], target=["c"], display=True)

示例#17

def test_corr_matrix_feature_error_type():
    da = DataAnalyst(data)
    with pytest.raises(TypeError):
        da.corr_matrix(features=np.array(["a", "b"]))

示例#18

def test_sns_pairplot_save_image1():
    da = DataAnalyst(data)
    da.sns_pairplot(target=["c"], display=True)

示例#19

def test_corr_matrix_feature_error_only():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.corr_matrix(features=["c"])

示例#20

def test_boxplot_features_error_not_included():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.boxplot(features=["d"])

示例#21

def test_corr_matrix_incorrect_path():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.corr_matrix(features=["a", "b"], save_image=True, path="/incorrect")

示例#22

def test_distribution_targets_target_error_type():
    da = DataAnalyst(data)
    with pytest.raises(TypeError):
        da.distribution_targets(target=np.array(col))

示例#23

def test_boxplot_feature_error_type():
    da = DataAnalyst(data)
    with pytest.raises(TypeError):
        da.boxplot(features=["a"], target=np.array(col))

示例#24

def test_distribution_targets_target_error_only():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.distribution_targets(target=["a", "b"])

示例#25

def test_boxplot_target_error_only():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.boxplot(features=col, target=["a", "b"])

示例#26

def test_distribution_targets_target_error_None():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.distribution_targets()

示例#27

def test_boxplot_incorrect_path():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.boxplot(features=col, target=["c"], save_image=True, path="/invalid")

示例#28

def test_distribution_targets_incorrect_path():
    da = DataAnalyst(data)
    with pytest.raises(NameError):
        da.distribution_targets(target=["c"], save_image=True, path="/incorrect")

示例#29

def test_boxplot_features_none():
    da = DataAnalyst(data)
    da.boxplot(target=["c"], display=True)

示例#30

def test_sns_jointplot_categoria2_error_type():
    da = DataAnalyst(data)
    with pytest.raises(TypeError):
        da.sns_jointplot(feature1=["a"], feature2=["b"], target=["c"], categoria1=["OK"], categoria2=np.array(["OK"]))