da3630c4eccc04079e465256786f65d6d87e7b1f,pdpipe/sklearn_stages.py,Scale,_fit_transform,#Scale#Any#Any#,220

Before Change

    def _fit_transform(self, df, verbose):
        cols_to_exclude = self._exclude_columns.copy()
        if self._exclude_obj_cols:
            obj_cols = list((df.dtypes[df.dtypes == object]).index)
            obj_cols = [x for x in obj_cols if x not in cols_to_exclude]
            cols_to_exclude += obj_cols
        self._col_order = list(df.columns)
        if cols_to_exclude:
            excluded = df[cols_to_exclude]
            apply_to = df[

After Change

        raise NotImplementedError

    def _fit_transform(self, df, verbose):
        self._columns_to_scale = self._get_columns(df, fit=True)
        unscaled_cols = [
            x for x in df.columns
            if x not in self._columns_to_scale
        ]

Instances