aws / aws/sagemaker-python-sdk
Support local source for sagemaker.core.shapes.ProcessingInput
- Dominant language
- Python
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Description
**Describe the feature you'd like**
Allow for `sagemaker.core.shapes.ProcessingInput` to accept local file path as input, for automatic uploading of input files to S3.
**How would this feature be used? Please describe.**
When migrating from sagemaker v2 to v3, the `sagemaker.processing.ProcessingInput` used in `sagemaker.workflow.steps.ProcessingStep.inputs()` is no longer applicable, replaced by `sagemaker.core.shapes.ProcessingInput` used in `sagemaker.core.processing.ScriptProcessor.run()`. `sagemaker.core.shapes.ProcessingInput` accepts only S3 path, which makes it more convoluted for the training pipeline process as the files involved in the pipeline have to be uploaded separately before the creation of the pipeline, instead of how it was done in v2's `sagemaker.processing.ProcessingInput` which uploads it while the pipeline is being built.
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