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change: change s3UploadMode of sagemaker clarify processing output for computer vision jobs. #3754

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merged 21 commits into from
Apr 21, 2023
Merged

change: change s3UploadMode of sagemaker clarify processing output for computer vision jobs. #3754

merged 21 commits into from
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Satish615
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@Satish615 Satish615 commented Mar 24, 2023 •
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Description of changes:

  1. Computer vision jobs need to download the images to generate the report.ipynb and report.pdf with the generated segment, heatmap values using kernel_shap explanations.
  2. For spark cluster mode these images will be present in executor nodes till job ends. switching to use the Continuous mode for ProcessingOutput will make these images available in s3 immediately for download.

Testing done:

  1. Manually test the changes locally by running run_explainability methods to verify the job runs successfully.
  2. Added unit tests for the new method.

Merge Checklist

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General

  • I have read the CONTRIBUTING doc
  • I certify that the changes I am introducing will be backward compatible, and I have discussed concerns about this, if any, with the Python SDK team
  • [ x I used the commit message format described in CONTRIBUTING
  • I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
  • I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have added unit and/or integration tests as appropriate to ensure backward compatibility of the changes
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  • I have used 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.

@Satish615 Satish615 requested a review from a team as a code owner March 24, 2023 23:27
@Satish615 Satish615 requested review from vikas0203 and removed request for a team March 24, 2023 23:27
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/bot run slow-tests

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vikas0203
vikas0203 reviewed Apr 19, 2023
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/bot run all

@vikas0203 vikas0203 requested review from vikas0203 and removed request for vikas0203 April 19, 2023 16:41
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/bot run all

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@vikas0203 vikas0203 merged commit b334d4e into aws:master Apr 21, 2023
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