there are some cases under _org.apache.flink.contrib.streaming.state.benchmark.*_ that you can refer to. But, I not sure whether it's possible to upgrade the RocksDB to any higher version because the regression of the merge operator, the comments in this PR https://github.com/apache/flink/pull/5937 may also give you some help.
I'd like to integrate newer version of rocksdb with flink. I'd like to know
if there are existing tools/ways to benchmark the performance of rocksdb
state backend to see if there are performence improve or drop？
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