def __post_init__()

in src/autotrain/preprocessor/text.py [0:0]

• 16 lines of code
• 15 McCabe index (conditional complexity)

    def __post_init__(self):
        # check if text_column and label_column are in train_data
        if self.text_column not in self.train_data.columns:
            raise ValueError(f"{self.text_column} not in train data")
        if self.label_column not in self.train_data.columns:
            raise ValueError(f"{self.label_column} not in train data")
        # check if text_column and label_column are in valid_data
        if self.valid_data is not None:
            if self.text_column not in self.valid_data.columns:
                raise ValueError(f"{self.text_column} not in valid data")
            if self.label_column not in self.valid_data.columns:
                raise ValueError(f"{self.label_column} not in valid data")

        # make sure no reserved columns are in train_data or valid_data
        for column in RESERVED_COLUMNS:
            if column in self.train_data.columns:
                raise ValueError(f"{column} is a reserved column name")
            if self.valid_data is not None:
                if column in self.valid_data.columns:
                    raise ValueError(f"{column} is a reserved column name")