Ejemplo n.º 1
0
class TestHRITMSGFileHandler(unittest.TestCase):
    """Test the HRITFileHandler."""
    @mock.patch('satpy.readers.seviri_l1b_hrit.np.fromfile')
    def setUp(self, fromfile):
        """Setup the hrit file handler for testing."""
        m = mock.mock_open()
        fromfile.return_value = np.array([(1, 2)],
                                         dtype=[('total_header_length', int),
                                                ('hdr_id', int)])

        with mock.patch('satpy.readers.hrit_base.open', m,
                        create=True) as newopen:
            with mock.patch('satpy.readers.seviri_l1b_hrit.CHANNEL_NAMES'):
                with mock.patch.object(HRITMSGFileHandler,
                                       '_get_hd',
                                       new=new_get_hd):
                    newopen.return_value.__enter__.return_value.tell.return_value = 1
                    prologue = mock.MagicMock()
                    prologue.prologue = {
                        "SatelliteStatus": {
                            "SatelliteDefinition": {
                                "SatelliteId": 324,
                                "NominalLongitude": 47
                            }
                        },
                        'GeometricProcessing': {
                            'EarthModel': {
                                'TypeOfEarthModel': 2,
                                'NorthPolarRadius': 10,
                                'SouthPolarRadius': 10,
                                'EquatorialRadius': 10
                            }
                        },
                        'ImageDescription': {
                            'ProjectionDescription': {
                                'LongitudeOfSSP': 0.0
                            }
                        }
                    }
                    prologue.get_satpos.return_value = None, None, None
                    prologue.get_earth_radii.return_value = None, None

                    self.reader = HRITMSGFileHandler(
                        'filename', {
                            'platform_shortname': 'MSG3',
                            'start_time': datetime(2016, 3, 3, 0, 0),
                            'service': 'MSG'
                        }, {'filetype': 'info'}, prologue, mock.MagicMock())
                    ncols = 3712
                    nlines = 464
                    nbits = 10
                    self.reader.mda['number_of_bits_per_pixel'] = nbits
                    self.reader.mda['number_of_lines'] = nlines
                    self.reader.mda['number_of_columns'] = ncols
                    self.reader.mda[
                        'data_field_length'] = nlines * ncols * nbits
                    self.reader.mda['cfac'] = 5
                    self.reader.mda['lfac'] = 5
                    self.reader.mda['coff'] = 10
                    self.reader.mda['loff'] = 10
                    self.reader.mda['projection_parameters'] = {}
                    self.reader.mda['projection_parameters']['a'] = 6378169.0
                    self.reader.mda['projection_parameters']['b'] = 6356583.8
                    self.reader.mda['projection_parameters']['h'] = 35785831.0
                    self.reader.mda['projection_parameters'][
                        'SSP_longitude'] = 44
                    self.reader.mda['projection_parameters'][
                        'SSP_latitude'] = 0.0
                    self.reader.mda['navigation_parameters'] = {}
                    self.reader.mda['navigation_parameters'][
                        'satellite_nominal_longitude'] = 47
                    self.reader.mda['navigation_parameters'][
                        'satellite_nominal_latitude'] = 0.0
                    self.reader.mda['navigation_parameters'][
                        'satellite_actual_longitude'] = 47.5
                    self.reader.mda['navigation_parameters'][
                        'satellite_actual_latitude'] = -0.5
                    self.reader.mda['navigation_parameters'][
                        'satellite_actual_altitude'] = 35783328

    def test_get_xy_from_linecol(self):
        """Test get_xy_from_linecol."""
        x__, y__ = self.reader.get_xy_from_linecol(0, 0, (10, 10), (5, 5))
        self.assertEqual(-131072, x__)
        self.assertEqual(131072, y__)
        x__, y__ = self.reader.get_xy_from_linecol(10, 10, (10, 10), (5, 5))
        self.assertEqual(0, x__)
        self.assertEqual(0, y__)
        x__, y__ = self.reader.get_xy_from_linecol(20, 20, (10, 10), (5, 5))
        self.assertEqual(131072, x__)
        self.assertEqual(-131072, y__)

    def test_get_area_extent(self):
        res = self.reader.get_area_extent((20, 20), (10, 10), (5, 5), 33)
        exp = (-71717.44995740513, -79266.655216079365, 79266.655216079365,
               71717.44995740513)
        self.assertTupleEqual(res, exp)

    def test_get_area_def(self):
        area = self.reader.get_area_def(DatasetID('VIS006'))
        self.assertEqual(
            area.proj_dict, {
                'a': 6378169.0,
                'b': 6356583.8,
                'h': 35785831.0,
                'lon_0': 44.0,
                'proj': 'geos',
                'units': 'm'
            })
        self.assertEqual(area.area_extent,
                         (-77771774058.38356, -3720765401003.719,
                          30310525626438.438, 77771774058.38356))

    @mock.patch('satpy.readers.hrit_base.np.memmap')
    def test_read_band(self, memmap):
        nbits = self.reader.mda['number_of_bits_per_pixel']
        memmap.return_value = np.random.randint(0,
                                                256,
                                                size=int(
                                                    (464 * 3712 * nbits) / 8),
                                                dtype=np.uint8)
        res = self.reader.read_band('VIS006', None)
        self.assertEqual(res.compute().shape, (464, 3712))

    @mock.patch('satpy.readers.hrit_base.HRITFileHandler.__init__',
                return_value=None)
    @mock.patch('satpy.readers.seviri_l1b_hrit.HRITMSGFileHandler._get_header',
                autospec=True)
    @mock.patch(
        'satpy.readers.seviri_base.SEVIRICalibrationHandler._convert_to_radiance'
    )
    def test_calibrate(self, _convert_to_radiance, get_header, *mocks):
        """Test selection of calibration coefficients"""
        shp = (10, 10)
        counts = xr.DataArray(np.zeros(shp))
        nominal_gain = np.arange(1, 13)
        nominal_offset = np.arange(-1, -13, -1)
        gsics_gain = np.arange(0.1, 1.3, 0.1)
        gsics_offset = np.arange(-0.1, -1.3, -0.1)

        # Mock prologue & epilogue
        pro = mock.MagicMock(
            prologue={
                'RadiometricProcessing': {
                    'Level15ImageCalibration': {
                        'CalSlope': nominal_gain,
                        'CalOffset': nominal_offset
                    },
                    'MPEFCalFeedback': {
                        'GSICSCalCoeff': gsics_gain,
                        'GSICSOffsetCount': gsics_offset
                    }
                }
            })
        epi = mock.MagicMock(epilogue=None)

        # Mock header readout
        mda = {
            'image_segment_line_quality': {
                'line_validity': np.zeros(shp[0]),
                'line_radiometric_quality': np.zeros(shp[0]),
                'line_geometric_quality': np.zeros(shp[0])
            }
        }

        def get_header_patched(self):
            self.mda = mda

        get_header.side_effect = get_header_patched

        # Test selection of calibration coefficients
        #
        # a) Default: Nominal calibration
        reader = HRITMSGFileHandler(filename=None,
                                    filename_info=None,
                                    filetype_info=None,
                                    prologue=pro,
                                    epilogue=epi)
        for ch_id, ch_name in CHANNEL_NAMES.items():
            reader.channel_name = ch_name
            reader.mda['spectral_channel_id'] = ch_id
            reader.calibrate(data=counts, calibration='radiance')
            _convert_to_radiance.assert_called_with(mock.ANY,
                                                    nominal_gain[ch_id - 1],
                                                    nominal_offset[ch_id - 1])

        # b) GSICS calibration for IR channels, nominal calibration for VIS channels
        reader = HRITMSGFileHandler(filename=None,
                                    filename_info=None,
                                    filetype_info=None,
                                    prologue=pro,
                                    epilogue=epi,
                                    calib_mode='GSICS')
        for ch_id, ch_name in CHANNEL_NAMES.items():
            if ch_name in VIS_CHANNELS:
                gain, offset = nominal_gain[ch_id - 1], nominal_offset[ch_id -
                                                                       1]
            else:
                gain, offset = gsics_gain[ch_id - 1], gsics_offset[ch_id - 1]

            reader.channel_name = ch_name
            reader.mda['spectral_channel_id'] = ch_id
            reader.calibrate(data=counts, calibration='radiance')
            _convert_to_radiance.assert_called_with(mock.ANY, gain, offset)

        # c) External calibration coefficients for selected channels, GSICS coefs for remaining
        #    IR channels, nominal coefs for remaining VIS channels
        coefs = {
            'VIS006': {
                'gain': 1.234,
                'offset': -0.1
            },
            'IR_108': {
                'gain': 2.345,
                'offset': -0.2
            }
        }
        reader = HRITMSGFileHandler(filename=None,
                                    filename_info=None,
                                    filetype_info=None,
                                    prologue=pro,
                                    epilogue=epi,
                                    ext_calib_coefs=coefs,
                                    calib_mode='GSICS')
        for ch_id, ch_name in CHANNEL_NAMES.items():
            if ch_name in coefs.keys():
                gain, offset = coefs[ch_name]['gain'], coefs[ch_name]['offset']
            elif ch_name not in VIS_CHANNELS:
                gain, offset = gsics_gain[ch_id - 1], gsics_offset[ch_id - 1]
            else:
                gain, offset = nominal_gain[ch_id - 1], nominal_offset[ch_id -
                                                                       1]

            reader.channel_name = ch_name
            reader.mda['spectral_channel_id'] = ch_id
            reader.calibrate(data=counts, calibration='radiance')
            _convert_to_radiance.assert_called_with(mock.ANY, gain, offset)

        # d) Invalid mode
        self.assertRaises(ValueError,
                          HRITMSGFileHandler,
                          filename=None,
                          filename_info=None,
                          filetype_info=None,
                          prologue=pro,
                          epilogue=epi,
                          calib_mode='invalid')

    @mock.patch('satpy.readers.seviri_l1b_hrit.HRITFileHandler.get_dataset')
    @mock.patch('satpy.readers.seviri_l1b_hrit.HRITMSGFileHandler.calibrate')
    def test_get_dataset(self, calibrate, parent_get_dataset):
        key = mock.MagicMock(calibration='calibration')
        info = {
            'units': 'units',
            'wavelength': 'wavelength',
            'standard_name': 'standard_name'
        }
        parent_get_dataset.return_value = mock.MagicMock()
        calibrate.return_value = mock.MagicMock(attrs={})

        res = self.reader.get_dataset(key, info)

        # Test method calls
        parent_get_dataset.assert_called_with(key, info)
        calibrate.assert_called_with(parent_get_dataset(), key.calibration)

        # Test attributes
        attrs_exp = info.copy()
        attrs_exp.update({
            'platform_name':
            self.reader.platform_name,
            'sensor':
            'seviri',
            'satellite_longitude':
            self.reader.mda['projection_parameters']['SSP_longitude'],
            'satellite_latitude':
            self.reader.mda['projection_parameters']['SSP_latitude'],
            'satellite_altitude':
            self.reader.mda['projection_parameters']['h'],
            'projection': {
                'satellite_longitude':
                self.reader.mda['projection_parameters']['SSP_longitude'],
                'satellite_latitude':
                self.reader.mda['projection_parameters']['SSP_latitude'],
                'satellite_altitude':
                self.reader.mda['projection_parameters']['h']
            },
            'navigation':
            self.reader.mda['navigation_parameters']
        })

        self.assertDictEqual(attrs_exp, res.attrs)
Ejemplo n.º 2
0
class TestHRITMSGFileHandler(unittest.TestCase):
    """Test the HRITFileHandler."""
    @mock.patch('satpy.readers.seviri_l1b_hrit.np.fromfile')
    def setUp(self, fromfile):
        """Setup the hrit file handler for testing."""
        m = mock.mock_open()
        fromfile.return_value = np.array([(1, 2)],
                                         dtype=[('total_header_length', int),
                                                ('hdr_id', int)])

        with mock.patch('satpy.readers.hrit_base.open', m,
                        create=True) as newopen:
            with mock.patch('satpy.readers.seviri_l1b_hrit.CHANNEL_NAMES'):
                with mock.patch.object(HRITMSGFileHandler,
                                       '_get_hd',
                                       new=new_get_hd):
                    newopen.return_value.__enter__.return_value.tell.return_value = 1
                    prologue = mock.MagicMock()
                    prologue.prologue = {
                        "SatelliteStatus": {
                            "SatelliteDefinition": {
                                "SatelliteId": 324,
                                "NominalLongitude": 47
                            }
                        },
                        'GeometricProcessing': {
                            'EarthModel': {
                                'TypeOfEarthModel': 2,
                                'NorthPolarRadius': 10,
                                'SouthPolarRadius': 10,
                                'EquatorialRadius': 10
                            }
                        },
                        'ImageDescription': {
                            'ProjectionDescription': {
                                'LongitudeOfSSP': 0.0
                            }
                        }
                    }
                    prologue.get_satpos.return_value = None, None, None
                    prologue.get_earth_radii.return_value = None, None

                    self.reader = HRITMSGFileHandler(
                        'filename', {
                            'platform_shortname': 'MSG3',
                            'start_time': datetime(2016, 3, 3, 0, 0),
                            'service': 'MSG'
                        }, {'filetype': 'info'}, prologue, mock.MagicMock())
                    ncols = 3712
                    nlines = 464
                    nbits = 10
                    self.reader.mda['number_of_bits_per_pixel'] = nbits
                    self.reader.mda['number_of_lines'] = nlines
                    self.reader.mda['number_of_columns'] = ncols
                    self.reader.mda[
                        'data_field_length'] = nlines * ncols * nbits
                    self.reader.mda['cfac'] = 5
                    self.reader.mda['lfac'] = 5
                    self.reader.mda['coff'] = 10
                    self.reader.mda['loff'] = 10
                    self.reader.mda['projection_parameters'] = {}
                    self.reader.mda['projection_parameters']['a'] = 6378169.0
                    self.reader.mda['projection_parameters']['b'] = 6356583.8
                    self.reader.mda['projection_parameters']['h'] = 35785831.0
                    self.reader.mda['projection_parameters'][
                        'SSP_longitude'] = 44
                    self.reader.mda['projection_parameters'][
                        'SSP_latitude'] = 0.0
                    self.reader.mda['orbital_parameters'] = {}
                    self.reader.mda['orbital_parameters'][
                        'satellite_nominal_longitude'] = 47
                    self.reader.mda['orbital_parameters'][
                        'satellite_nominal_latitude'] = 0.0
                    self.reader.mda['orbital_parameters'][
                        'satellite_actual_longitude'] = 47.5
                    self.reader.mda['orbital_parameters'][
                        'satellite_actual_latitude'] = -0.5
                    self.reader.mda['orbital_parameters'][
                        'satellite_actual_altitude'] = 35783328

                    tline = np.zeros(nlines,
                                     dtype=[('days', '>u2'),
                                            ('milliseconds', '>u4')])
                    tline['days'][1:-1] = 21246 * np.ones(
                        nlines - 2)  # 2016-03-03
                    tline['milliseconds'][1:-1] = np.arange(nlines - 2)
                    self.reader.mda['image_segment_line_quality'] = {
                        'line_mean_acquisition': tline
                    }

    def test_get_xy_from_linecol(self):
        """Test get_xy_from_linecol."""
        x__, y__ = self.reader.get_xy_from_linecol(0, 0, (10, 10), (5, 5))
        self.assertEqual(-131072, x__)
        self.assertEqual(131072, y__)
        x__, y__ = self.reader.get_xy_from_linecol(10, 10, (10, 10), (5, 5))
        self.assertEqual(0, x__)
        self.assertEqual(0, y__)
        x__, y__ = self.reader.get_xy_from_linecol(20, 20, (10, 10), (5, 5))
        self.assertEqual(131072, x__)
        self.assertEqual(-131072, y__)

    def test_get_area_extent(self):
        res = self.reader.get_area_extent((20, 20), (10, 10), (5, 5), 33)
        exp = (-71717.44995740513, -79266.655216079365, 79266.655216079365,
               71717.44995740513)
        self.assertTupleEqual(res, exp)

    def test_get_area_def(self):
        area = self.reader.get_area_def(DatasetID('VIS006'))
        self.assertEqual(
            area.proj_dict, {
                'a': 6378169.0,
                'b': 6356583.8,
                'h': 35785831.0,
                'lon_0': 44.0,
                'proj': 'geos',
                'units': 'm'
            })
        self.assertEqual(area.area_extent,
                         (-77771774058.38356, -3720765401003.719,
                          30310525626438.438, 77771774058.38356))

        # Data shifted by 1.5km to N-W
        self.reader.mda['offset_corrected'] = False
        area = self.reader.get_area_def(DatasetID('VIS006'))
        self.assertEqual(area.area_extent,
                         (-77771772558.38356, -3720765402503.719,
                          30310525627938.438, 77771772558.38356))

    @mock.patch('satpy.readers.hrit_base.np.memmap')
    def test_read_band(self, memmap):
        nbits = self.reader.mda['number_of_bits_per_pixel']
        memmap.return_value = np.random.randint(0,
                                                256,
                                                size=int(
                                                    (464 * 3712 * nbits) / 8),
                                                dtype=np.uint8)
        res = self.reader.read_band('VIS006', None)
        self.assertEqual(res.compute().shape, (464, 3712))

    @mock.patch('satpy.readers.hrit_base.HRITFileHandler.__init__',
                return_value=None)
    @mock.patch('satpy.readers.seviri_l1b_hrit.HRITMSGFileHandler._get_header',
                autospec=True)
    @mock.patch(
        'satpy.readers.seviri_base.SEVIRICalibrationHandler._convert_to_radiance'
    )
    def test_calibrate(self, _convert_to_radiance, get_header, *mocks):
        """Test selection of calibration coefficients"""
        shp = (10, 10)
        counts = xr.DataArray(np.zeros(shp))
        nominal_gain = np.arange(1, 13)
        nominal_offset = np.arange(-1, -13, -1)
        gsics_gain = np.arange(0.1, 1.3, 0.1)
        gsics_offset = np.arange(-0.1, -1.3, -0.1)

        # Mock prologue & epilogue
        pro = mock.MagicMock(
            prologue={
                'RadiometricProcessing': {
                    'Level15ImageCalibration': {
                        'CalSlope': nominal_gain,
                        'CalOffset': nominal_offset
                    },
                    'MPEFCalFeedback': {
                        'GSICSCalCoeff': gsics_gain,
                        'GSICSOffsetCount': gsics_offset
                    }
                }
            })
        epi = mock.MagicMock(epilogue=None)

        # Mock header readout
        mda = {
            'image_segment_line_quality': {
                'line_validity': np.zeros(shp[0]),
                'line_radiometric_quality': np.zeros(shp[0]),
                'line_geometric_quality': np.zeros(shp[0])
            }
        }

        def get_header_patched(self):
            self.mda = mda

        get_header.side_effect = get_header_patched

        # Test selection of calibration coefficients
        #
        # a) Default: Nominal calibration
        reader = HRITMSGFileHandler(filename=None,
                                    filename_info=None,
                                    filetype_info=None,
                                    prologue=pro,
                                    epilogue=epi)
        for ch_id, ch_name in CHANNEL_NAMES.items():
            reader.channel_name = ch_name
            reader.mda['spectral_channel_id'] = ch_id
            reader.calibrate(data=counts, calibration='radiance')
            _convert_to_radiance.assert_called_with(mock.ANY,
                                                    nominal_gain[ch_id - 1],
                                                    nominal_offset[ch_id - 1])

        # b) GSICS calibration for IR channels, nominal calibration for VIS channels
        reader = HRITMSGFileHandler(filename=None,
                                    filename_info=None,
                                    filetype_info=None,
                                    prologue=pro,
                                    epilogue=epi,
                                    calib_mode='GSICS')
        for ch_id, ch_name in CHANNEL_NAMES.items():
            if ch_name in VIS_CHANNELS:
                gain, offset = nominal_gain[ch_id - 1], nominal_offset[ch_id -
                                                                       1]
            else:
                gain, offset = gsics_gain[ch_id - 1], gsics_offset[ch_id - 1]

            reader.channel_name = ch_name
            reader.mda['spectral_channel_id'] = ch_id
            reader.calibrate(data=counts, calibration='radiance')
            _convert_to_radiance.assert_called_with(mock.ANY, gain, offset)

        # c) External calibration coefficients for selected channels, GSICS coefs for remaining
        #    IR channels, nominal coefs for remaining VIS channels
        coefs = {
            'VIS006': {
                'gain': 1.234,
                'offset': -0.1
            },
            'IR_108': {
                'gain': 2.345,
                'offset': -0.2
            }
        }
        reader = HRITMSGFileHandler(filename=None,
                                    filename_info=None,
                                    filetype_info=None,
                                    prologue=pro,
                                    epilogue=epi,
                                    ext_calib_coefs=coefs,
                                    calib_mode='GSICS')
        for ch_id, ch_name in CHANNEL_NAMES.items():
            if ch_name in coefs.keys():
                gain, offset = coefs[ch_name]['gain'], coefs[ch_name]['offset']
            elif ch_name not in VIS_CHANNELS:
                gain, offset = gsics_gain[ch_id - 1], gsics_offset[ch_id - 1]
            else:
                gain, offset = nominal_gain[ch_id - 1], nominal_offset[ch_id -
                                                                       1]

            reader.channel_name = ch_name
            reader.mda['spectral_channel_id'] = ch_id
            reader.calibrate(data=counts, calibration='radiance')
            _convert_to_radiance.assert_called_with(mock.ANY, gain, offset)

        # d) Invalid mode
        self.assertRaises(ValueError,
                          HRITMSGFileHandler,
                          filename=None,
                          filename_info=None,
                          filetype_info=None,
                          prologue=pro,
                          epilogue=epi,
                          calib_mode='invalid')

    @mock.patch(
        'satpy.readers.seviri_l1b_hrit.HRITMSGFileHandler._get_timestamps')
    @mock.patch('satpy.readers.seviri_l1b_hrit.HRITFileHandler.get_dataset')
    @mock.patch('satpy.readers.seviri_l1b_hrit.HRITMSGFileHandler.calibrate')
    def test_get_dataset(self, calibrate, parent_get_dataset, _get_timestamps):
        key = mock.MagicMock(calibration='calibration')
        info = {
            'units': 'units',
            'wavelength': 'wavelength',
            'standard_name': 'standard_name'
        }
        timestamps = np.array([1, 2, 3], dtype='datetime64[ns]')

        parent_get_dataset.return_value = mock.MagicMock()
        calibrate.return_value = xr.DataArray(data=np.zeros((3, 3)),
                                              dims=('y', 'x'))
        _get_timestamps.return_value = timestamps

        res = self.reader.get_dataset(key, info)

        # Test method calls
        parent_get_dataset.assert_called_with(key, info)
        calibrate.assert_called_with(parent_get_dataset(), key.calibration)

        # Test attributes (just check if raw metadata is there and then remove it before checking the remaining
        # attributes)
        attrs_exp = info.copy()
        attrs_exp.update({
            'platform_name':
            self.reader.platform_name,
            'sensor':
            'seviri',
            'satellite_longitude':
            self.reader.mda['projection_parameters']['SSP_longitude'],
            'satellite_latitude':
            self.reader.mda['projection_parameters']['SSP_latitude'],
            'satellite_altitude':
            self.reader.mda['projection_parameters']['h'],
            'orbital_parameters': {
                'projection_longitude': 44,
                'projection_latitude': 0.,
                'projection_altitude': 35785831.0,
                'satellite_nominal_longitude': 47,
                'satellite_nominal_latitude': 0.0,
                'satellite_actual_longitude': 47.5,
                'satellite_actual_latitude': -0.5,
                'satellite_actual_altitude': 35783328
            },
            'georef_offset_corrected':
            self.reader.mda['offset_corrected']
        })
        self.assertIn('raw_metadata', res.attrs)
        res.attrs.pop('raw_metadata')
        self.assertDictEqual(attrs_exp, res.attrs)

        # Test timestamps
        self.assertTrue(np.all(res['acq_time'] == timestamps))
        self.assertEqual(res['acq_time'].attrs['long_name'],
                         'Mean scanline acquisition time')

    def test_get_raw_mda(self):
        """Test provision of raw metadata"""
        self.reader.mda = {'segment': 1, 'loff': 123}
        self.reader.prologue_.reduce = lambda max_size: {'prologue': 1}
        self.reader.epilogue_.reduce = lambda max_size: {'epilogue': 1}
        expected = {'prologue': 1, 'epilogue': 1, 'segment': 1}
        self.assertDictEqual(self.reader._get_raw_mda(), expected)

        # Make sure _get_raw_mda() doesn't modify the original dictionary
        self.assertIn('loff', self.reader.mda)

    def test_get_timestamps(self):
        tline = self.reader._get_timestamps()

        # First and last scanline have invalid timestamps (space)
        self.assertTrue(np.isnat(tline[0]))
        self.assertTrue(np.isnat(tline[-1]))

        # Test remaining lines
        year = tline.astype('datetime64[Y]').astype(int) + 1970
        month = tline.astype('datetime64[M]').astype(int) % 12 + 1
        day = (tline.astype('datetime64[D]') - tline.astype('datetime64[M]') +
               1).astype(int)
        msec = (tline - tline.astype('datetime64[D]')).astype(int)
        self.assertTrue(np.all(year[1:-1] == 2016))
        self.assertTrue(np.all(month[1:-1] == 3))
        self.assertTrue(np.all(day[1:-1] == 3))
        self.assertTrue(np.all(msec[1:-1] == np.arange(len(tline) - 2)))
Ejemplo n.º 3
0
class TestHRITMSGFileHandler(unittest.TestCase):
    """Test the HRITFileHandler."""

    @mock.patch('satpy.readers.seviri_l1b_hrit.np.fromfile')
    def setUp(self, fromfile):
        """Setup the hrit file handler for testing."""
        m = mock.mock_open()
        fromfile.return_value = np.array([(1, 2)], dtype=[('total_header_length', int),
                                                          ('hdr_id', int)])

        with mock.patch('satpy.readers.hrit_base.open', m, create=True) as newopen:
            with mock.patch('satpy.readers.seviri_l1b_hrit.CHANNEL_NAMES'):
                with mock.patch.object(HRITMSGFileHandler, '_get_hd', new=new_get_hd):
                    newopen.return_value.__enter__.return_value.tell.return_value = 1
                    prologue = mock.MagicMock()
                    prologue.prologue = {"SatelliteStatus": {"SatelliteDefinition": {"SatelliteId": 324}},
                                         'GeometricProcessing': {'EarthModel': {'TypeOfEarthModel': 2,
                                                                                'NorthPolarRadius': 10,
                                                                                'SouthPolarRadius': 10,
                                                                                'EquatorialRadius': 10}},
                                         'ImageDescription': {'ProjectionDescription': {'LongitudeOfSSP': 0.0}}}
                    self.reader = HRITMSGFileHandler(
                        'filename',
                        {'platform_shortname': 'MSG3',
                         'start_time': datetime(2016, 3, 3, 0, 0),
                         'service': 'MSG'},
                        {'filetype': 'info'},
                        prologue,
                        mock.MagicMock())
                    ncols = 3712
                    nlines = 464
                    nbits = 10
                    self.reader.mda['number_of_bits_per_pixel'] = nbits
                    self.reader.mda['number_of_lines'] = nlines
                    self.reader.mda['number_of_columns'] = ncols
                    self.reader.mda['data_field_length'] = nlines * ncols * nbits
                    self.reader.mda['cfac'] = 5
                    self.reader.mda['lfac'] = 5
                    self.reader.mda['coff'] = 10
                    self.reader.mda['loff'] = 10
                    self.reader.mda['projection_parameters'] = {}
                    self.reader.mda['projection_parameters']['a'] = 6378169.0
                    self.reader.mda['projection_parameters']['b'] = 6356583.8
                    self.reader.mda['projection_parameters']['h'] = 35785831.0
                    self.reader.mda['projection_parameters']['SSP_longitude'] = 44

    def test_get_xy_from_linecol(self):
        """Test get_xy_from_linecol."""
        x__, y__ = self.reader.get_xy_from_linecol(0, 0, (10, 10), (5, 5))
        self.assertEqual(-131072, x__)
        self.assertEqual(131072, y__)
        x__, y__ = self.reader.get_xy_from_linecol(10, 10, (10, 10), (5, 5))
        self.assertEqual(0, x__)
        self.assertEqual(0, y__)
        x__, y__ = self.reader.get_xy_from_linecol(20, 20, (10, 10), (5, 5))
        self.assertEqual(131072, x__)
        self.assertEqual(-131072, y__)

    def test_get_area_extent(self):
        res = self.reader.get_area_extent((20, 20), (10, 10), (5, 5), 33)
        exp = (-71717.44995740513, -79266.655216079365,
               79266.655216079365, 71717.44995740513)
        self.assertTupleEqual(res, exp)

    def test_get_area_def(self):
        area = self.reader.get_area_def(DatasetID('VIS006'))
        self.assertEqual(area.proj_dict, {'a': 6378169.0,
                                          'b': 6356583.8,
                                          'h': 35785831.0,
                                          'lon_0': 44.0,
                                          'proj': 'geos',
                                          'units': 'm'})
        self.assertEqual(area.area_extent,
                         (-77771774058.38356, -3720765401003.719,
                          30310525626438.438, 77771774058.38356))

    @mock.patch('satpy.readers.hrit_base.np.memmap')
    def test_read_band(self, memmap):
        nbits = self.reader.mda['number_of_bits_per_pixel']
        memmap.return_value = np.random.randint(0, 256,
                                                size=int((464 * 3712 * nbits) / 8),
                                                dtype=np.uint8)
        res = self.reader.read_band('VIS006', None)
        self.assertEqual(res.compute().shape, (464, 3712))