Github user rxin commented on the pull request: https://github.com/apache/spark/pull/1241#issuecomment-48569956 Actually it's still necessary once the PR gets merged. It basically compares all the public interfaces at bytecode level against 1.0, and see if any public interfaces changed. This is done in place to ensure API compatibility throughout the 1.x release cycle. Unfortunately, all the methods that are labeled "private[package_name]" loses the private visibility at bytecode level, so the compatibility checker is more conservative and we would need to manually mark these interface changes.
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