fix: avoid AccessDenied error for a while on SageMaker Studio wtih do… #4600
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…main isolation configured.
*Issue #, if available: NA
*Description of changes:
When you create training job on SageMaker Studio[1] by calling
Estimator.fit
function, SageMaker automatically adds tags such assagemaker:domain-arn
so that you could make use of them for domain Isolation[2].However, tag propagation takes some time, even if it is tiny.
Estimator.fit
function callsSession.logs_for_job
by default and this function calls
DescribeTrainingJob
API right after it callsCreateTrainingJob
API. This sometimes causesAccessDenied
error when tags such assagemaker:domain-arn
are not propagated by SageMaker yet.The change this pull request introduces ignores
AccessDenied
error whenEstimator.fit
function calling the firstDescribeTrainingJob
API for some time to give enough time for tag propagation.+++++++
Reference
+++++++
[1] https://docs.aws.amazon.com/sagemaker/latest/dg/studio.html
[2] https://docs.aws.amazon.com/sagemaker/latest/dg/domain-resource-isolation.html
Testing done:
Merge Checklist
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Tests
unique_name_from_base
to create resource names in integ tests (if appropriate)By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.