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change: Add validation for sagemaker version on remote job - #4393
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mufaddal-rohawala
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Jan 26, 2024
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Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@## master #4393 +/- ##
==========================================
+ Coverage 86.94% 87.02% +0.07%
==========================================
Files 1203 387 -816 Lines 107211 35788 -71423 ==========================================
- Hits 93211 31143 -62068 + Misses 14000 4645 -9355 ☔ View full report in Codecov by Sentry. |
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/bot run slow-tests
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/bot run slow-tests
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/bot run unit-tests
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/bot run unit-tests
mufaddal-rohawala
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Feb 24, 2024
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Issue #, if available: As the sagemaker pysdk is installed in both local client side and job side, we've received issues reported relating to the inconsistent sagemaker versions. For example, if the local client side has more up-to-date sagemaker version which introduces new serialization behavior that old sdk in the job side is unable to deserialize, a runtime error would be thrown.
Description of changes: Pass the local client side sagemaker pysdk version to the job and compare the version with that in the job side. If it does not match, log a warning to inform the user on potential unexpected behaviors
Testing done: unit tests
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Tests
unique_name_from_baseto 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.