8d8d007fa2ffdf2a7f8f0a5ea596db84f942339e,lore/encoders.py,Token,transform,#Token#Any#,523

Before Change

        :param data: DataFrame with column to encode
        :return: encoded Series
        
        with timer("transform %s:" % self.name, logging.DEBUG):
            results = {}
            for column, values in self.tokenize(data).iteritems():
                result = values.map(self.map, na_action="ignore")
                result[result == 0] = self.tail_value
                result[result.isnull()] = self.missing_value
                results[column] = result.astype(self.dtype)
            return pandas.Series(pandas.DataFrame(results).values.tolist())
        
    def reverse_transform(self, series):
        with timer("reverse_transform token %s:" % self.name, logging.DEBUG):
            data = pandas.DataFrame(series.tolist())
            for column in data:

After Change

        :return: encoded Series
        
        transformed = super(Token, self).transform(self.tokenize(data))
        return pandas.Series(transformed.values.reshape((len(data), self.sequence_length)).tolist())
        
    def reverse_transform(self, series):
        with timer("reverse_transform token %s:" % self.name, logging.DEBUG):
            data = pandas.DataFrame(series.tolist())

Instances