mayankshriv commented on a change in pull request #5419:
URL: https://github.com/apache/incubator-pinot/pull/5419#discussion_r428218159



##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/groupby/DictionaryBasedGroupKeyGenerator.java
##########
@@ -106,18 +108,26 @@ public DictionaryBasedGroupKeyGenerator(TransformOperator 
transformOperator,
 
       _isSingleValueColumn[i] = 
transformOperator.getResultMetadata(groupByExpression).isSingleValue();
     }
-
     if (longOverflow) {
       _globalGroupIdUpperBound = numGroupsLimit;
-      _rawKeyHolder = new ArrayMapBasedHolder(_globalGroupIdUpperBound);
+      if 
(!mapBasedRawKeyHolders.containsKey(ArrayMapBasedHolder.class.getName())) {
+        mapBasedRawKeyHolders.put(ArrayMapBasedHolder.class.getName(), new 
ArrayMapBasedHolder(_globalGroupIdUpperBound).getInternal());

Review comment:
       I think initializing to `_globalGroupIdUpperBound` got introduced in 
#5291. For many cases with multiple group by columns (high cardinality and/or 
MV columns) this number can be huge. Unclear to me if making this thread-local 
will protect against such cases that may require allocating huge chunk of 
memory upfornt.




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