[Fix] Resolve Spark configuration update issues #4099
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Brief change log
Verifying this change
This change is a trivial rework / code cleanup without any test coverage.
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This change is already covered by existing tests, such as (please describe tests).
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This change added tests and can be verified as follows:
Does this pull request potentially affect one of the following parts