Github user tdas commented on the pull request: https://github.com/apache/spark/pull/9421#issuecomment-154246737 Overall there are a few majors suggestions. - To test for the timer stuff in `KinesisCheckpointer`, its best to refactor `KinesisCheckpointer` to use `streaming.util.RecurringTimer` instead of scheduled executor service, so that it can be tested with manual clock. - Some refactoring of the KinesisCheckpointer internal logic to remove unnecessary options, and to simplify shutdown logic. - Some minor test refactoring.
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