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https://issues.apache.org/jira/browse/AIRFLOW-2524?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16564265#comment-16564265
 ] 

ASF GitHub Bot commented on AIRFLOW-2524:
-----------------------------------------

Fokko commented on a change in pull request #3658: [AIRFLOW-2524] Add Amazon 
SageMaker Training
URL: https://github.com/apache/incubator-airflow/pull/3658#discussion_r206654353
 
 

 ##########
 File path: airflow/contrib/operators/sagemaker_create_training_job_operator.py
 ##########
 @@ -0,0 +1,98 @@
+# -*- coding: utf-8 -*-
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+from airflow.contrib.hooks.sagemaker_hook import SageMakerHook
+from airflow.models import BaseOperator
+from airflow.utils import apply_defaults
+from airflow.exceptions import AirflowException
+
+
+class SageMakerCreateTrainingJobOperator(BaseOperator):
+
+    """
+       Initiate a SageMaker training
+
+       This operator returns The ARN of the model created in Amazon SageMaker
+
+       :param training_job_config:
+       The configuration necessary to start a training job (templated)
+       :type training_job_config: dict
+       :param region_name: The AWS region_name
+       :type region_name: string
+       :param sagemaker_conn_id: The SageMaker connection ID to use.
+       :type aws_conn_id: string
+       :param use_db_config: Whether or not to use db config
+       associated with sagemaker_conn_id.
 
 Review comment:
   Missing `:type use_db_config: bool`

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> Airflow integration with AWS Sagemaker
> --------------------------------------
>
>                 Key: AIRFLOW-2524
>                 URL: https://issues.apache.org/jira/browse/AIRFLOW-2524
>             Project: Apache Airflow
>          Issue Type: Improvement
>          Components: aws, contrib
>            Reporter: Rajeev Srinivasan
>            Assignee: Yang Yu
>            Priority: Major
>              Labels: AWS
>
> Would it be possible to orchestrate an end to end  AWS  Sagemaker job using 
> Airflow.



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