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https://issues.apache.org/jira/browse/AIRFLOW-2524?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16711947#comment-16711947
]
ASF GitHub Bot commented on AIRFLOW-2524:
-----------------------------------------
kaxil closed pull request #4278: [AIRFLOW-2524] Add SageMaker doc to AWS
integration section
URL: https://github.com/apache/incubator-airflow/pull/4278
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diff --git a/docs/integration.rst b/docs/integration.rst
index 7387fc25f4..be7e95bbea 100644
--- a/docs/integration.rst
+++ b/docs/integration.rst
@@ -398,6 +398,70 @@ AwsFirehoseHook
.. autoclass:: airflow.contrib.hooks.aws_firehose_hook.AwsFirehoseHook
+Amazon SageMaker
+''''''''''''''''
+
+For more instructions on using Amazon SageMaker in Airflow, please see `the
SageMaker Python SDK README`_.
+
+.. _the SageMaker Python SDK README:
https://github.com/aws/sagemaker-python-sdk/blob/master/src/sagemaker/workflow/README.rst
+
+- :ref:`SageMakerHook` : Interact with Amazon SageMaker.
+- :ref:`SageMakerTrainingOperator` : Create a SageMaker training job.
+- :ref:`SageMakerTuningOperator` : Create a SageMaker tuning job.
+- :ref:`SageMakerModelOperator` : Create a SageMaker model.
+- :ref:`SageMakerTransformOperator` : Create a SageMaker transform job.
+- :ref:`SageMakerEndpointConfigOperator` : Create a SageMaker endpoint config.
+- :ref:`SageMakerEndpointOperator` : Create a SageMaker endpoint.
+
+.. _SageMakerHook:
+
+SageMakerHook
+"""""""""""""
+
+.. autoclass:: airflow.contrib.hooks.sagemaker_hook.SageMakerHook
+
+.. _SageMakerTrainingOperator:
+
+SageMakerTrainingOperator
+"""""""""""""""""""""""""
+
+.. autoclass::
airflow.contrib.operators.sagemaker_training_operator.SageMakerTrainingOperator
+
+.. _SageMakerTuningOperator:
+
+SageMakerTuningOperator
+"""""""""""""""""""""""
+
+.. autoclass::
airflow.contrib.operators.sagemaker_tuning_operator.SageMakerTuningOperator
+
+.. _SageMakerModelOperator:
+
+SageMakerModelOperator
+""""""""""""""""""""""
+
+.. autoclass::
airflow.contrib.operators.sagemaker_model_operator.SageMakerModelOperator
+
+.. _SageMakerTransformOperator:
+
+SageMakerTransformOperator
+""""""""""""""""""""""""""
+
+.. autoclass::
airflow.contrib.operators.sagemaker_transform_operator.SageMakerTransformOperator
+
+.. _SageMakerEndpointConfigOperator:
+
+SageMakerEndpointConfigOperator
+"""""""""""""""""""""""""""""""
+
+.. autoclass::
airflow.contrib.operators.sagemaker_endpoint_config_operator.SageMakerEndpointConfigOperator
+
+.. _SageMakerEndpointOperator:
+
+SageMakerEndpointOperator
+"""""""""""""""""""""""""
+
+.. autoclass::
airflow.contrib.operators.sagemaker_endpoint_operator.SageMakerEndpointOperator
+
.. _Databricks:
Databricks
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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
> Fix For: 1.10.1
>
> Time Spent: 10m
> Remaining Estimate: 0h
>
> Would it be possible to orchestrate an end to end AWSÂ Sagemaker job using
> Airflow.
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