def execute(self, eopatch):
        """ Add cloud binary mask and (optionally) cloud probability map to input eopatch

        :param eopatch: Input `EOPatch` instance
        :return: `EOPatch` with additional cloud maps
        """
        # Downsample or make request
        if not eopatch.data:
            raise ValueError('EOPatch must contain some data feature')
        if self.data_feature in eopatch.data:
            new_data, rescale = self._downscaling(eopatch.data[self.data_feature], eopatch.meta_info)
            reference_shape = eopatch.data[self.data_feature].shape[:3]
        else:
            new_data, new_dates = self._make_request(eopatch.bbox, eopatch.meta_info, eopatch.timestamp)
            removed_frames = eopatch.consolidate_timestamps(new_dates)
            for rm_frame in removed_frames:
                LOGGER.warning('Removed data for frame %s from '
                               'eopatch due to unavailability of %s!', str(rm_frame), self.data_feature)

            # Get reference shape from first item in data dictionary
            reference_shape = next(iter(eopatch.data.values())).shape[:3]
            rescale = self._get_rescale_factors(reference_shape[1:3], eopatch.meta_info)

        clf_probs_lr = self.classifier.get_cloud_probability_maps(new_data)
        clf_mask_lr = self.classifier.get_mask_from_prob(clf_probs_lr)

        # Add cloud mask as a feature to EOPatch
        clf_mask_hr = self._upsampling(clf_mask_lr, rescale, reference_shape, interp='nearest')
        eopatch.mask[self.cm_feature] = clf_mask_hr.astype(np.bool)

        # If the feature name for cloud probability maps is specified, add as feature
        if self.cprobs_feature is not None:
            clf_probs_hr = self._upsampling(clf_probs_lr, rescale, reference_shape, interp='linear')
            eopatch.data[self.cprobs_feature] = clf_probs_hr.astype(np.float32)

        return eopatch
Add cloud binary mask and (optionally) cloud probability map to input eopatch

        :param eopatch: Input `EOPatch` instance
        :return: `EOPatch` with additional cloud maps