def extract_subset(self, input_data_tiles=None, out_tile=None):
        """
        Extract subset from multiple tiles.

        input_data_tiles : list of (``Tile``, process data) tuples
        out_tile : ``Tile``

        Returns
        -------
        NumPy array or list of features.
        """
        if self.METADATA["data_type"] == "raster":
            mosaic = create_mosaic(input_data_tiles)
            return extract_from_array(
                in_raster=prepare_array(
                    mosaic.data,
                    nodata=self.nodata,
                    dtype=self.output_params["dtype"]
                ),
                in_affine=mosaic.affine,
                out_tile=out_tile
            )
        elif self.METADATA["data_type"] == "vector":
            return [
                feature for feature in list(
                    chain.from_iterable([features for _, features in input_data_tiles])
                )
                if shape(feature["geometry"]).intersects(out_tile.bbox)
            ]
def extract_subset(self, input_data_tiles=None, out_tile=None):
        """
        Extract subset from multiple tiles.

        input_data_tiles : list of (``Tile``, process data) tuples
        out_tile : ``Tile``

        Returns
        -------
        NumPy array or list of features.
        """
        if self.METADATA["data_type"] == "raster":
            mosaic = create_mosaic(input_data_tiles)
            return extract_from_array(
                in_raster=prepare_array(
                    mosaic.data,
                    nodata=self.nodata,
                    dtype=self.output_params["dtype"]
                ),
                in_affine=mosaic.affine,
                out_tile=out_tile
            )
        elif self.METADATA["data_type"] == "vector":
            return [
                feature for feature in list(
                    chain.from_iterable([features for _, features in input_data_tiles])
                )
                if shape(feature["geometry"]).intersects(out_tile.bbox)
            ]
def extract_subset ( self , input_data_tiles = None , out_tile = None ) : if self . METADATA [ "data_type" ] == "raster" : mosaic = create_mosaic ( input_data_tiles ) return extract_from_array ( in_raster = prepare_array ( mosaic . data , nodata = self . nodata , dtype = self . output_params [ "dtype" ] ) , in_affine = mosaic . affine , out_tile = out_tile ) elif self . METADATA [ "data_type" ] == "vector" : return [ feature for feature in list ( chain . from_iterable ( [ features for _ , features in input_data_tiles ] ) ) if shape ( feature [ "geometry" ] ) . intersects ( out_tile . bbox ) ]
Extract subset from multiple tiles.

        input_data_tiles : list of (``Tile``, process data) tuples
        out_tile : ``Tile``

        Returns
        -------
        NumPy array or list of features.
Extract subset from multiple tiles .