HIVE-4732 Reduce or eliminate the expensive Schema equals() check for AvroSerde
Review Request #12480 - Created July 11, 2013 and updated
From our performance analysis, we found AvroSerde's schema.equals() call consumed a substantial amount ( nearly 40%) of time. This patch intends to minimize the number schema.equals() calls by pushing the check as late/fewer as possible. At first, we added a unique id for each record reader which is then included in every AvroGenericRecordWritable. Then, we introduce two new data structures (one hashset and one hashmap) to store intermediate data to avoid duplicates checkings. Hashset contains all the record readers' IDs that don't need any re-encoding. On the other hand, HashMap contains the already used re-encoders. It works as cache and allows re-encoders reuse. With this change, our test shows nearly 40% reduction in Avro record reading time.
Diff revision 4 (Latest)