def get_attribute(self, path_to_metadata):
'''
Method that overrides the usual behavior of getting an attribute, this
class has two dictionaries of metadata, if an attribute is requested,
both should be inspected.
'''
attribute = BaseParser.get_attribute(self, path_to_metadata)
if not attribute:
attribute = _get_attribute(path_to_metadata, self.usgs_metadata)
return attribute
def get_attribute(self, path_to_metadata):
'''
Method that overrides the usual behavior of getting an attribute, this
class has two dictionaries of metadata, if an attribute is requested,
both should be inspected.
'''
attribute = BaseParser.get_attribute(self, path_to_metadata)
if not attribute:
attribute = _get_attribute(path_to_metadata, self.usgs_metadata)
return attribute
def default_options_for_create_raster_from_reference(reference_metadata):
'''
This method will extract the metadata from a given reference file to be used
in the creation of a new file.
'''
geotransform = _get_attribute(GEOTRANSFORM, reference_metadata)
projection = _get_attribute(PROJECTION, reference_metadata)
options = {
'features_of_image_for_create': None,
'gdal_create_options': None,
'dataset': None
}
options['features_of_image_for_create'] = {
'projection': None,
'geotransform': None,
'create_using_geotransform_from_gcps': None,
'raster_stacked': None
}
put_in_dictionary(options, CREATE_WITH_PROJECTION, projection)
put_in_dictionary(options, CREATE_WITH_GEOTRANSFORM, geotransform)
put_in_dictionary(options, CREATE_WITH_GEOTRANSFORM_FROM_GCPS, False)
put_in_dictionary(options, CREATE_STACKING, False)
put_in_dictionary(options, GDAL_CREATE_OPTIONS, [])
return options
def test_get_attribute(self):
'''
Tests the get attribute function. This tries several scenarios.
'''
dictionary = {'1': {'2': {'3': '4'}, '5': {'6': '7'}, '8': {'9': '0'}}}
self.assertEqual(_get_attribute(['1','5','6'], dictionary), '7')
self.assertEqual(_get_attribute(['1','2','3'], dictionary), '4')
self.assertEqual(_get_attribute(['9','NoneSense'], dictionary), None)
self.assertEqual(_get_attribute([], dictionary), None)
self.assertEqual(_get_attribute(None, dictionary), None)
self.assertEqual(_get_attribute(123, dictionary), None)
def test_get_attribute(self):
'''
Tests the get attribute function. This tries several scenarios.
'''
dictionary = {'1': {'2': {'3': '4'}, '5': {'6': '7'}, '8': {'9': '0'}}}
self.assertEqual(_get_attribute(['1', '5', '6'], dictionary), '7')
self.assertEqual(_get_attribute(['1', '2', '3'], dictionary), '4')
self.assertEqual(_get_attribute(['9', 'NoneSense'], dictionary), None)
self.assertEqual(_get_attribute([], dictionary), None)
self.assertEqual(_get_attribute(None, dictionary), None)
self.assertEqual(_get_attribute(123, dictionary), None)
def create_raster_tiff_from_reference(reference_metadata,
output_file,
array=None,
options={},
data_type=gdal.GDT_Float32):
'''
This method creates a raster tif from a given tif file to be used as a
reference. From the reference file, data such as , the
projection, and the geotransform will be extracted and used in the new file.
'''
if not options:
options = default_options_for_create_raster_from_reference(
reference_metadata)
if output_file == '':
LOGGER.info('Creating raster in memory')
driver = gdal.GetDriverByName(str(MEMORY))
else:
if _get_attribute(CREATE_STACKING, options) is False:
LOGGER.info('Creating raster tif from reference in %s' %
output_file)
else:
LOGGER.info('Stacking in file %s' % output_file)
driver = gdal.GetDriverByName(str(GDAL_TIFF))
if array is None and _get_attribute(DATA_SHAPE, options) is None:
LOGGER.info(
'Error in creating raster, at least one of array or DATA_SHAPE attribute needs to be defined when calling this function'
)
return None
else:
if array is not None:
shape = array.shape
if len(shape) == 2:
bands = 1
width = shape[1]
height = shape[0]
else:
bands = shape[0]
width = shape[2]
height = shape[1]
else:
if _get_attribute(DATA_SHAPE, options) is not None:
width, height, bands = _get_attribute(DATA_SHAPE, options)
gdal_options = _get_attribute(GDAL_CREATE_OPTIONS, options)
if _get_attribute(CREATE_STACKING, options) is True:
width, height, bands = _get_attribute(DATA_SHAPE, options)
projection = _get_attribute(CREATE_WITH_PROJECTION, options)
if _get_attribute(CREATE_WITH_GEOTRANSFORM_FROM_GCPS, options) is True:
geotransform = _get_attribute(GEOTRANSFORM_FROM_GCPS,
reference_metadata)
else:
geotransform = _get_attribute(CREATE_WITH_GEOTRANSFORM, options)
if _get_attribute(DATASET, options) is None:
data = driver.Create(output_file, width, height, bands, data_type,
gdal_options)
if projection:
data.SetProjection(projection)
if geotransform:
data.SetGeoTransform(geotransform)
else:
data = _get_attribute(DATASET, options)
if bands != 1 and array != None:
if _get_attribute(CREATE_STACKING, options) is False:
for band in range(bands):
data.GetRasterBand(band + 1).WriteArray(array[band, :, :])
LOGGER.info('Created raster in %s' % output_file)
else:
data.GetRasterBand(_get_attribute(STACK_OFFSET, options) +
1).WriteArray(array)
LOGGER.info(
'Writing offset %s in %s' %
(_get_attribute(STACK_OFFSET, options), output_file))
else:
if array != None:
#data.SetNoDataValue(-9999)
data.GetRasterBand(1).WriteArray(array)
LOGGER.info('Created raster in %s' % output_file)
else:
if _get_attribute(DATASET, options) is None:
LOGGER.info(
'Returning dataset %s from function create raster tiff from reference'
% data)
return data
def get_attribute(self, path_to_attribute):
'''
Returns the attribute that is found in the given path.
'''
return _get_attribute(path_to_attribute, self.metadata)
def get_attribute(self, path_to_attribute):
'''
Returns the attribute that is found in the given path.
'''
return _get_attribute(path_to_attribute, self.harmonized_extents)
def get_attribute(self, path_to_attribute):
'''
Returns the attribute that is found in the given path.
'''
return _get_attribute(path_to_attribute, self.harmonized_extents)