source/RLlibEnv/training/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py [1453:1469]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
            manifest_file_path = None
            if isinstance(input_data_s3_prefix, list):
                # generate manifest file and upload to s3
                manifest_file_path = self._generate_manifest(input_data_s3_prefix)

            # init model for training, update model table
            try:
                self.next_model_to_train = ModelManager(
                    model_db_client=self.model_db_client,
                    experiment_id=self.experiment_id,
                    model_id=next_model_to_train_id,
                    image=self.image,
                    role=self.resource_manager.iam_role_arn,
                    instance_config=self.resource_manager.training_fleet_config,
                    boto_session=self.boto_session,
                    algor_config=self.algor_config
                    )
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -



source/RLlibEnv/training/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py [1556:1571]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
            manifest_file_path = None
            if isinstance(input_data_s3_prefix, list):
                # generate manifest file and upload to s3 when having multiple inputs
                manifest_file_path = self._generate_manifest(input_data_s3_prefix)

            try:
                self.next_model_to_train = ModelManager(
                    model_db_client=self.model_db_client,
                    experiment_id=self.experiment_id,
                    model_id=next_model_to_train_id,
                    image=self.image,
                    role=self.resource_manager.iam_role_arn,
                    instance_config=self.resource_manager.training_fleet_config,
                    boto_session=self.boto_session,
                    algor_config=self.algor_config
                    )
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -