Source code for mlflow.entities.run_status

from mlflow.protos.service_pb2 import RunStatus as ProtoRunStatus


[docs]class RunStatus(object): """Enum for status of an :py:class:`mlflow.entities.Run`.""" RUNNING = ProtoRunStatus.Value("RUNNING") SCHEDULED = ProtoRunStatus.Value("SCHEDULED") FINISHED = ProtoRunStatus.Value("FINISHED") FAILED = ProtoRunStatus.Value("FAILED") KILLED = ProtoRunStatus.Value("KILLED") _STRING_TO_STATUS = {k: ProtoRunStatus.Value(k) for k in ProtoRunStatus.keys()} _STATUS_TO_STRING = {value: key for key, value in _STRING_TO_STATUS.items()} _TERMINATED_STATUSES = set([FINISHED, FAILED, KILLED])
[docs] @staticmethod def from_string(status_str): if status_str not in RunStatus._STRING_TO_STATUS: raise Exception( "Could not get run status corresponding to string %s. Valid run " "status strings: %s" % (status_str, list(RunStatus._STRING_TO_STATUS.keys())) ) return RunStatus._STRING_TO_STATUS[status_str]
[docs] @staticmethod def to_string(status): if status not in RunStatus._STATUS_TO_STRING: raise Exception( "Could not get string corresponding to run status %s. Valid run " "statuses: %s" % (status, list(RunStatus._STATUS_TO_STRING.keys())) ) return RunStatus._STATUS_TO_STRING[status]
[docs] @staticmethod def is_terminated(status): return status in RunStatus._TERMINATED_STATUSES
[docs] @staticmethod def all_status(): return list(RunStatus._STATUS_TO_STRING.keys())