Github user haohui commented on the pull request: https://github.com/apache/storm/pull/796#issuecomment-148118238 The main motivation is performance -- The code that generated by Calcite has a lot of down casts which can potentially have a visible impact, as the targeted throughput is millions of messages per seconds. Bringing LLVM allows StormSQL to leverage the mature optimization and opens up further opportunities including automatic vectorization, etc. Note that LLVM is used only for optimization -- the next step is to translate LLVM IR back to Java Bytecode (STORM-1097). The approach is quite similar to using Janino to generate Java bytecode. There is no native components in the worker node.
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