eb9f8cce1d00417520f3282807ae99c40801346d,tests/test_features/test_pcoords.py,TestParallelCoordinates,test_pandas_integration_fast,#TestParallelCoordinates#,188

Before Change

        
        Test on a real dataset with pandas DataFrame and Series in fast mode
        
        df = self.load_pandas("occupancy")

        target = "occupancy"
        features = [
            "temperature", "relative humidity", "light", "C02", "humidity"
        ]

        X = df[features]
        y = pd.Series([
            "occupied" if yi == 1 else "unoccupied" for yi in df[target]
        ])

        assert isinstance(X, pd.DataFrame)
        assert isinstance(y, pd.Series)

After Change

        
        Test on a real dataset with pandas DataFrame and Series in fast mode
        
        data = load_occupancy(return_dataset=True)
        X, y = data.to_pandas()
        classes = [k for k, _ in sorted(data.meta["labels"].items(), key=lambda i: i[1])]

        assert isinstance(X, pd.DataFrame)
        assert isinstance(y, pd.Series)

Instances