from ray.train.constants import V2_MIGRATION_GUIDE_MESSAGE FAIL_FAST_DEPRECATION_MESSAGE = ( "`ray.train.FailureConfig(fail_fast)` is deprecated since it is " "only relevant in the context of multiple trials running in Ray Tune. " "This parameter is still available in `ray.tune.FailureConfig` " "for passing into a `ray.tune.Tuner`. " f"{V2_MIGRATION_GUIDE_MESSAGE}" ) TRAINER_RESOURCES_DEPRECATION_MESSAGE = ( "`ray.train.ScalingConfig(trainer_resources)` is deprecated. " "This parameter was an advanced configuration that specified " "resources for the Ray Train driver actor, which doesn't " "need to reserve logical resources because it doesn't perform " "any heavy computation. " "Only the `resources_per_worker` parameter should be used " "to specify resources for the training workers. " f"{V2_MIGRATION_GUIDE_MESSAGE}" ) VERBOSE_DEPRECATION_MESSAGE = ( "`ray.train.RunConfig(verbose)` is deprecated. " "This parameter controls Ray Tune logging verbosity, " "and is only relevant when using Ray Tune. " "This parameter is still available in `ray.tune.RunConfig` " "for passing into a `ray.tune.Tuner`. " f"{V2_MIGRATION_GUIDE_MESSAGE}" ) LOG_TO_FILE_DEPRECATION_MESSAGE = ( "`ray.train.RunConfig(log_to_file)` is deprecated. " "The Ray Train driver actor and the training worker actors " "already log stdout/stderr as part of Ray's logging system. " f"{V2_MIGRATION_GUIDE_MESSAGE}" ) STOP_DEPRECATION_MESSAGE = ( "`ray.train.RunConfig(stop)` is deprecated. " "This parameter is only relevant when using Ray Tune " "and is still available in `ray.tune.RunConfig` " "for passing into a `ray.tune.Tuner`. " f"{V2_MIGRATION_GUIDE_MESSAGE}" ) CALLBACKS_DEPRECATION_MESSAGE = ( "`ray.train.RunConfig(callbacks: List[ray.tune.Callback])` is deprecated. " "Ray Train no longer accepts Ray Tune callbacks, since the Ray Train " "execution backend is being separated from Ray Tune. " f"{V2_MIGRATION_GUIDE_MESSAGE}" ) PROGRESS_REPORTER_DEPRECATION_MESSAGE = ( "`ray.train.RunConfig(progress_reporter)` is deprecated. " "This parameter controls the Ray Tune console output reporter, " "and is only relevant when using Ray Tune. " "This parameter is still available in `ray.tune.RunConfig` " "for passing into a `ray.tune.Tuner`. " f"{V2_MIGRATION_GUIDE_MESSAGE}" ) SYNC_CONFIG_DEPRECATION_MESSAGE = ( "`ray.train.RunConfig(sync_config)` is deprecated. " "This configuration controls advanced syncing behavior, " "which is either not supported or not relevant in the reworked Ray Train. " "This parameter is still available in `ray.tune.RunConfig` " "for passing into a `ray.tune.Tuner`. " "The `SyncConfig` class has been moved to `ray.tune.SyncConfig`. " f"{V2_MIGRATION_GUIDE_MESSAGE}" )