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[CARBONDATA-4306] Fix Query Performance issue for Spark 3.1
Why is this PR needed? Currently, with Spark 3.1, some rules are applied many times resulting in performance degrade. What changes were proposed in this PR? Changed Rules apply strategy from Fixed to Once and CarbonOptimizer can directly extend SparkOptimizer avoiding applying same rules many times This Closes #4229
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