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Adding role arn explanation for sagemaker role #1219

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9 changes: 7 additions & 2 deletions doc/amazon_sagemaker_operators_for_kubernetes_jobs.rst
Original file line number Diff line number Diff line change
Expand Up @@ -29,8 +29,13 @@ Download the sample YAML file for training using the following command:

wget https://github.com/aws/amazon-sagemaker-operator-for-k8s/blob/master/samples/xgboost-mnist-trainingjob.yaml

Edit the \ ``xgboost-mnist-trainingjob.yaml`` file to replace the ``roleArn`` parameter with your \ ``<sagemaker-execution-role>``, and \ ``outputPath`` with your S3 bucket that the Amazon SageMaker
execution role has write access to. Apply the YAML file using the
Edit the ``xgboost-mnist-trainingjob.yaml`` file to replace the ``roleArn`` parameter with your ``<sagemaker-execution-role>``, and ``outputPath`` with your S3 bucket that the Amazon SageMaker
execution role has write access to. The ``roleArn`` must have permissions so that Amazon SageMaker
can access Amazon S3, Amazon CloudWatch, and other services on your
behalf. For more information on creating an Amazon SageMaker
ExecutionRole, see `Amazon SageMaker
Roles <https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html#sagemaker-roles-createtrainingjob-perms>`__.
Apply the YAML file using the
following command:

::
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