def create_dataset(self, name='', datastore_name='', view_name='', stream_id='', parameter_dict=None, spatial_domain=None,temporal_domain=None, description=''):
# validate_true(name and parameter_dict and temporal_domain and spatial_domain, 'Datasets require name, parameter dictionary, temporal and spatial domains.')
validate_is_not_none(parameter_dict, 'A parameter dictionary must be supplied to register a new dataset.')
validate_is_not_none(spatial_domain, 'A spatial domain must be supplied to register a new dataset.')
validate_is_not_none(temporal_domain, 'A temporal domain must be supplied to register a new dataset.')
dataset = DataSet()
dataset.description = description
dataset.name = name
dataset.primary_view_key = stream_id or None
dataset.datastore_name = datastore_name or self.DEFAULT_DATASTORE
dataset.view_name = view_name or self.DEFAULT_VIEW
dataset.parameter_dictionary = parameter_dict
dataset.temporal_domain = temporal_domain
dataset.spatial_domain = spatial_domain
dataset_id, _ = self.clients.resource_registry.create(dataset)
if stream_id:
self.add_stream(dataset_id,stream_id)
coverage = self._create_coverage(description or dataset_id, parameter_dict, spatial_domain, temporal_domain)
self._persist_coverage(dataset_id, coverage)
return dataset_id
