36e85bd581d4c660579f690db38a7b0fddf65866,enso/featurize/__init__.py,Featurization,run,#Featurization#,17

Before Change

            dataset = self._load_dataset(dataset_name)
            for featurizer in self.featurizers:
                print("Featurizing {} with {}....".format(dataset_name, featurizer.__class__.__name__))
                featurizer.generate(dataset, dataset_name)

    @staticmethod
    def _load_dataset(dataset_name):
        Responsible for finding datasets and reading them into dataframes.

After Change

            featurizer, dataset_name = futures[future]
            try:
                future.result()
                logging.info("Completed featurization of dataset `{dataset_name}` with featurizer `{featurizer}`.".format(
                    dataset_name=dataset_name,
                    featurizer=featurizer.__class__.__name__
                ))
            except Exception as e:
                logging.exception("Failed featurization of dataset `{dataset_name}` with featurizer `{featurizer}`.".format(
                    dataset_name=dataset_name,
                    featurizer=featurizer.__class__.__name__

Instances