Source code for satpy.readers.hsaf_h5

#!/usr/bin/env python
# -*- coding: utf-8 -*-
# Copyright (c) 2019.
# This file is part of satpy.
# satpy is free software: you can redistribute it and/or modify it under the
# terms of the GNU General Public License as published by the Free Software
# Foundation, either version 3 of the License, or (at your option) any later
# version.
# satpy is distributed in the hope that it will be useful, but WITHOUT ANY
# WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR
# A PARTICULAR PURPOSE.  See the GNU General Public License for more details.
# You should have received a copy of the GNU General Public License along with
# satpy.  If not, see <>.

"""A reader for HDF5 Snow Cover (SC) file produced by the Hydrology SAF."""

import datetime as dt
import logging

import dask.array as da
import h5py
import numpy as np
import xarray as xr

from satpy.readers.file_handlers import BaseFileHandler
from satpy.resample import get_area_def
from satpy.utils import get_legacy_chunk_size

LOG = logging.getLogger(__name__)
CHUNK_SIZE = get_legacy_chunk_size()

[docs] class HSAFFileHandler(BaseFileHandler): """File handler for HSAF H5 files.""" def __init__(self, filename, filename_info, filetype_info): """Init the file handler.""" super(HSAFFileHandler, self).__init__(filename, filename_info, filetype_info) self._h5fh = h5py.File(self.filename, "r") @property def end_time(self): """Get end time.""" return self.start_time + dt.timedelta(hours=23, minutes=59, seconds=59) @property def start_time(self): """Get start time.""" return self.filename_info["sensing_time"]
[docs] def _prepare_variable_for_palette(self, dset, ds_info): colormap = np.array(dset) return xr.DataArray(colormap, attrs=ds_info, dims=("idx", "RGB"))
[docs] def get_metadata(self, dset, name): """Get the metadata.""" ds_info = {"name": name} if name == "SC": ds_info.update({ "filename": self.filename, "data_time": self.start_time, "nx": dset.shape[1], "ny": dset.shape[0] }) return ds_info
[docs] def get_area_def(self, dsid): """Area definition for h10 SC dataset. Since it is not available in the HDF5 message, using hardcoded one (it's known). """ if dsid["name"] == "SC": return self._get_area_def() raise NotImplementedError
[docs] def _get_area_def(self): """Area definition for h10 - hardcoded. Area definition not available in the HDF5 message, so using hardcoded one (it's known). :: hsaf_h10: description: H SAF H10 area definition projection: proj: geos lon_0: 0 h: 35785831 x_0: 0 y_0: 0 a: 6378169 rf: 295.488065897001 no_defs: null type: crs shape: height: 916 width: 1902 area_extent: lower_left_xy: [-1936760.3163240477, 2635854.280233425] upper_right_xy: [3770006.7195370505, 5384223.683413638] units: m """ fd_def = get_area_def("msg_seviri_fes_3km") hsaf_def = fd_def[AREA_Y_OFFSET:AREA_Y_OFFSET+916, AREA_X_OFFSET:AREA_X_OFFSET+1902] return hsaf_def
[docs] def _get_dataset(self, ds_name): if ds_name == "SC_pal": _ds_name = "colormap" else: _ds_name = ds_name return self._h5fh.get(_ds_name)
[docs] def get_dataset(self, ds_id, ds_info): """Read a HDF5 file into an xarray DataArray.""" ds = self._get_dataset(ds_id["name"]) ds_info = self.get_metadata(ds, ds_id["name"]) if ds_id["name"] == "SC": ds_info["start_time"] = self.start_time ds_info["data_time"] = self.start_time ds_info["end_time"] = self.end_time data = da.from_array(ds, chunks=CHUNK_SIZE) return xr.DataArray(data, attrs=ds_info, dims=("y", "x")) elif ds_id["name"] == "SC_pal": return self._prepare_variable_for_palette(ds, ds_info)