def test_creation_and_hydration(self):
(ri1, run_uuid, experiment_id, name, source_type, source_name, entry_point_name,
user_id, status, start_time, end_time, source_version, tags, artifact_uri) = self._create()
self._check(ri1, run_uuid, experiment_id, name, source_type, source_name, entry_point_name,
user_id, status, start_time, end_time, source_version, tags, artifact_uri)
as_dict = {
"run_uuid": run_uuid,
"experiment_id": experiment_id,
"name": name,
"source_type": source_type,
"source_name": source_name,
"entry_point_name": entry_point_name,
"user_id": user_id,
"status": status,
"start_time": start_time,
"end_time": end_time,
"source_version": source_version,
"tags": tags,
"artifact_uri": artifact_uri,
}
self.assertEqual(dict(ri1), as_dict)
proto = ri1.to_proto()
ri2 = RunInfo.from_proto(proto)
self._check(ri2, run_uuid, experiment_id, name, source_type, source_name, entry_point_name,
user_id, status, start_time, end_time, source_version, tags, artifact_uri)
ri3 = RunInfo.from_dictionary(as_dict)
self._check(ri3, run_uuid, experiment_id, name, source_type, source_name, entry_point_name,
user_id, status, start_time, end_time, source_version, tags, artifact_uri)
def from_dictionary(cls, the_dict):
if "info" not in the_dict or "data" not in the_dict:
raise Exception(
"Malformed input '%s'. Run cannot be constructed." %
str(the_dict))
the_info = RunInfo.from_dictionary(the_dict.get("info"))
the_data = RunData.from_dictionary(the_dict.get("data"))
return cls(the_info, the_data)
def get_run_info(run_dir):
meta = read_yaml(run_dir, FileStore.META_DATA_FILE_NAME)
return RunInfo.from_dictionary(meta)