andimiller commented on code in PR #10427:
URL: https://github.com/apache/pinot/pull/10427#discussion_r1139468149


##########
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/SumValuesIntegerTupleSketchAggregationFunction.java:
##########
@@ -0,0 +1,60 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.pinot.core.query.aggregation.function;
+
+import java.util.List;
+import org.apache.datasketches.tuple.CompactSketch;
+import org.apache.datasketches.tuple.SketchIterator;
+import org.apache.datasketches.tuple.Union;
+import org.apache.datasketches.tuple.aninteger.IntegerSummary;
+import org.apache.pinot.common.request.context.ExpressionContext;
+import org.apache.pinot.common.utils.DataSchema.ColumnDataType;
+import org.apache.pinot.segment.spi.AggregationFunctionType;
+
+
+public class SumValuesIntegerTupleSketchAggregationFunction extends 
IntegerTupleSketchAggregationFunction {
+
+  public 
SumValuesIntegerTupleSketchAggregationFunction(List<ExpressionContext> 
arguments, IntegerSummary.Mode mode) {
+    super(arguments, mode);
+  }
+
+  // TODO if extra aggregation modes are supported, make this switch
+  @Override
+  public AggregationFunctionType getType() {
+    return AggregationFunctionType.SUMVALUESINTEGERSUMTUPLESKETCH;
+  }
+
+  @Override
+  public ColumnDataType getFinalResultColumnType() {
+    return ColumnDataType.LONG;
+  }
+
+  @Override
+  public Comparable extractFinalResult(List<CompactSketch<IntegerSummary>> 
integerSummarySketches) {
+    Union<IntegerSummary> union = new Union<>(_entries, _setOps);
+    integerSummarySketches.forEach(union::union);
+    double retainedTotal = 0L;
+    SketchIterator<IntegerSummary> summaries = union.getResult().iterator();
+    while (summaries.next()) {
+      retainedTotal += summaries.getSummary().getValue();
+    }
+    double estimate = retainedTotal / union.getResult().getRetainedEntries() * 
union.getResult().getEstimate();
+    return Double.valueOf(estimate).longValue();
+  }

Review Comment:
   I can give that a go, I swapped it to all compact because I was having 
issues with the non-threadsafe nature of `Sketch`



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