Source code for ray.train.v2.api.exceptions

from typing import Dict

from ray.train.v2._internal.exceptions import RayTrainError
from ray.util.annotations import PublicAPI




@PublicAPI(stability="alpha")
class TrainingFailedError(RayTrainError):
    """Exception raised by `<Framework>Trainer.fit()` when training fails."""

    def __init__(self, error_message: str, worker_failures: Dict[int, Exception]):
        super().__init__("Training failed due to worker errors:\n" + error_message)
        self._error_message = error_message
        self.worker_failures = worker_failures

    def __reduce__(self):
        return (self.__class__, (self._error_message, self.worker_failures))