bf49375b5f60b5668f874a2f704fa718735e2ded,features/eolearn/features/interpolation.py,InterpolationTask,execute,#InterpolationTask#Any#,178

Before Change

    def execute(self, eopatch):
         Execute method that processes EOPatch and returns EOPatch
        
        if self.feature_name not in eopatch[self.feature_type.value]:
            raise ValueError("Feature {0} not found in {1}.".format(self.feature_name, self.feature_type))

        // Make a copy not to change original numpy array
        feature_data = eopatch[self.feature_type.value][self.feature_name].copy()
        time_num, height, width, band_num = feature_data.shape

        // Prepare mask of valid data

After Change

        // Prepare mask of valid data
        if self.mask_feature:
            mask_type, mask_name = next(self.mask_feature(eopatch))
            invalid_data = ~eopatch[mask_type][mask_name].squeeze()
            feature_data[invalid_data, :] = np.nan

        // Flatten array

Instances