def save_samples(self, generated_samples, sample_type):
bulk = Sample().get_collection_handle().initialize_unordered_bulk_op()
for sample in generated_samples:
auto_fields = dict()
auto_fields[Sample().get_qualified_field("name")] = sample["name"]
auto_fields[Sample().get_qualified_field("sample_type")] = sample_type
# set qualified path for attributes
for k, v in sample["attributes"].items():
if k:
auto_fields[Sample().get_qualified_field(k)] = v
kwargs = dict()
kwargs["target_id"] = str()
kwargs["validate_only"] = True # preventing save per record in order to do bulk save
record = Sample(profile_id=self.profile_id).save_record(auto_fields, **kwargs)
bulk.insert(record)
bulk.execute()
return True
