mlflow.exceptions

exception mlflow.exceptions.MlflowException(message, error_code=1, **kwargs)

Generic exception thrown when an MLflow operation fails

exception mlflow.exceptions.ExecutionException(message, error_code=1, **kwargs)[source]

Bases: mlflow.exceptions.MlflowException

Exception thrown when executing a project fails

exception mlflow.exceptions.InvalidUrlException(message, error_code=1, **kwargs)[source]

Bases: mlflow.exceptions.MlflowException

Exception thrown when a http request fails to send due to an invalid URL

exception mlflow.exceptions.MissingConfigException(message, error_code=1, **kwargs)[source]

Bases: mlflow.exceptions.MlflowException

Exception thrown when expected configuration file/directory not found

exception mlflow.exceptions.MlflowTraceDataCorrupted(request_id: Optional[str] = None, artifact_path: Optional[str] = None)[source]

Bases: mlflow.exceptions.MlflowTraceDataException

Exception thrown when trace data is corrupted

exception mlflow.exceptions.MlflowTraceDataException(error_code: str, request_id: Optional[str] = None, artifact_path: Optional[str] = None)[source]

Bases: mlflow.exceptions.MlflowException

Exception thrown for trace data related error

exception mlflow.exceptions.MlflowTraceDataNotFound(request_id: Optional[str] = None, artifact_path: Optional[str] = None)[source]

Bases: mlflow.exceptions.MlflowTraceDataException

Exception thrown when trace data is not found

exception mlflow.exceptions.RestException(json)[source]

Bases: mlflow.exceptions.MlflowException

Exception thrown on non 200-level responses from the REST API

mlflow.exceptions.get_error_code(http_status)[source]