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[SageMaker] Add GraphStorm SageMaker Pipeline creation and execution #1108

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@thvasilo thvasilo commented Dec 7, 2024

Issue #, if available:

Description of changes:

  • Add support for customizable SageMaker pipelines.
  • We use one file to do the parameter parsing and validation, one to create the pipeline and one to execute.
  • I used GenAI to create the first README, then hand-edited.

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

@thvasilo thvasilo added draft label only to be used by dev team - skips CI for small changes sagemaker labels Dec 7, 2024
@thvasilo thvasilo self-assigned this Dec 7, 2024
@thvasilo thvasilo force-pushed the sm-pipeline branch 2 times, most recently from 1e08286 to 081e214 Compare December 17, 2024 21:46
@thvasilo thvasilo added 0.4 ready able to trigger the CI labels Dec 19, 2024
@thvasilo thvasilo requested review from jalencato and classicsong and removed request for jalencato December 20, 2024 01:11
@thvasilo thvasilo marked this pull request as ready for review December 20, 2024 01:11
Comment on lines +91 to +92
if len(data_files) == 1 and os.path.isdir(data_files[0]):
data_files = [os.path.join(data_files[0], "*")]
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This adds support for path prefixes to gconstruct (path/to/files/), allowing the exact same config to be used for both gconstruct and gsporcessing

@thvasilo thvasilo added this to the 0.4 release milestone Dec 20, 2024
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