allow retry sagemaker batch job creation for longer time window#6082
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Zhangxunmt
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KarstenSchnitter,
chenqi0805,
dinujoh,
dlvenable,
engechas,
graytaylor0,
kkondaka,
oeyh,
san81,
sb2k16 and
srikanthjg
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Signed-off-by: Xun Zhang <xunzh@amazon.com>
Signed-off-by: Xun Zhang <xunzh@amazon.com>
graytaylor0
approved these changes
Sep 15, 2025
srikanthjg
approved these changes
Sep 15, 2025
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Description
When setting minimum OCUs greater than 5 with S3Scan reading multiple files, ml processor would trigger SageMaker Batch API throttled. This PR adds retry mechanism to the throttled records in a 10 min time window, to retry throttled records until the throttling goes away which enhances the success rates overall.
Issues Resolved
Resolves #[Issue number to be closed when this PR is merged]
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