feat: Support placeholders for TransformStep #157
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| The tests pass locally - will need more investigation for throttling issues during build |
evscott reviewed Sep 30, 2021
evscott reviewed Oct 4, 2021
shivlaks previously requested changes Oct 5, 2021
Co-authored-by: Eliot V Scott <eliotvscott@gmail.com> Co-authored-by: Shiv Lakshminarayan <shivlaks@amazon.com>
ca-nguyen dismissed shivlaks’s stale review Updated PR per suggestions and addressed comments
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shivlaks approved these changes Oct 16, 2021
evscott approved these changes Oct 18, 2021
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Description
Please include a summary of the change being made.
Fixes #117 and #171
Why is the change necessary?
Currently, it is not possible to use placeholders for Sagemaker Transform properties. The properties cannot be defined dynamically, as they need to be defined in the Transformer which does not accept placeholders.
This change makes it possible to use placeholders for Transform properties by using the
parametersfield that are passed down from the TransformStep.Solution
Use the
parametersfield that is compatible with placeholders to define TrainingStep properties.Merge the parameters that were generated from the Transformer with the input parameters:
Testing
Added integration and unit tests
Pull Request Checklist
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Title and description
Fixes #xxxBy submitting this pull request, I confirm that my contribution is made under the terms of the Apache-2.0 license.