def _set_calibration_for_data_product(self, dp_obj, dev_cfg):
from ion.util.direct_coverage_utils import DirectCoverageAccess
from coverage_model import SparseConstantType
log.debug("Setting calibration for data product '%s'", dp_obj.name)
dataset_ids, _ = self.rr.find_objects(dp_obj, PRED.hasDataset, id_only=True)
publisher = EventPublisher(OT.InformationContentModifiedEvent)
if not dataset_ids:
data_product_management = DataProductManagementServiceProcessClient(process=self)
log.debug(" Creating dataset for data product %s", dp_obj.name)
data_product_management.create_dataset_for_data_product(dp_obj._id)
dataset_ids, _ = self.rr.find_objects(dp_obj, PRED.hasDataset, id_only=True)
if not dataset_ids:
raise NotFound('No datasets were found for this data product, ensure that it was created')
for dataset_id in dataset_ids:
# Synchronize with ingestion
with DirectCoverageAccess() as dca:
cov = dca.get_editable_coverage(dataset_id)
# Iterate over the calibrations
for cal_name, contents in dev_cfg.iteritems():
if cal_name in cov.list_parameters() and isinstance(cov.get_parameter_context(cal_name).param_type, SparseConstantType):
value = float(contents['value'])
log.info(' Updating Calibrations for %s in %s', cal_name, dataset_id)
cov.set_parameter_values(cal_name, value)
else:
log.warn(" Calibration %s not found in dataset", cal_name)
publisher.publish_event(origin=dataset_id, description="Calibrations Updated")
publisher.close()
log.info("Calibration set for data product '%s' in %s coverages", dp_obj.name, len(dataset_ids))
