kaxil closed pull request #4278: [AIRFLOW-2524] Add SageMaker doc to AWS integration section URL: https://github.com/apache/incubator-airflow/pull/4278
This is a PR merged from a forked repository. As GitHub hides the original diff on merge, it is displayed below for the sake of provenance: As this is a foreign pull request (from a fork), the diff is supplied below (as it won't show otherwise due to GitHub magic): 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 ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services