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feature: add LambdaStep support for sagemaker pipelines #2544

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rohangujarathi
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Issue #, if available:
AML-116688

Description of changes:
Added a new Lambda_helper class and boto3 wrappers to create, update, delete and invoke lambdas
Added relevant unit tests and integ tests
Testing done:

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

General

  • I have read the CONTRIBUTING doc
  • 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 checked that my tests are not configured for a specific region or account (if appropriate)
  • 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.

@rohangujarathi rohangujarathi requested a review from staubhp July 29, 2021 22:42
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staubhp
staubhp previously approved these changes Aug 2, 2021
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@rohangujarathi
There are some commits from Feb 16 and Feb 17. Please remove the commit on the PR. And clean it with only relevant ones.

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@rohangujarathi rohangujarathi changed the base branch from master to test-branch-git-config August 2, 2021 19:48
@rohangujarathi rohangujarathi dismissed staubhp’s stale review August 2, 2021 19:48

The base branch was changed.

@rohangujarathi rohangujarathi changed the base branch from test-branch-git-config to master August 2, 2021 19:48
ahsan-z-khan
ahsan-z-khan suggested changes Aug 2, 2021
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src/sagemaker/lambda_helper.py
@@ -0,0 +1,253 @@
# Copyright 2019-2020 Amazon.com, Inc. or its affiliates. All Rights Reserved.
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Please remove the years from the public PR as the new guideline.

src/sagemaker/workflow/lambda_step.py
@@ -0,0 +1,170 @@
# Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved.
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Delete year

tests/unit/sagemaker/workflow/test_lambda_step.py
@@ -0,0 +1,171 @@
# Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved.
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delete year

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closing this PR in favour of #2548

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@ahsan-z-khan ahsan-z-khan ahsan-z-khan requested changes

@staubhp staubhp staubhp left review comments

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