andimiller commented on code in PR #10427:
URL: https://github.com/apache/pinot/pull/10427#discussion_r1179371002


##########
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/IntegerTupleSketchAggregationFunction.java:
##########
@@ -0,0 +1,213 @@
+/**
+ * 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.ArrayList;
+import java.util.Arrays;
+import java.util.Base64;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import org.apache.datasketches.tuple.CompactSketch;
+import org.apache.datasketches.tuple.Sketch;
+import org.apache.datasketches.tuple.Union;
+import org.apache.datasketches.tuple.aninteger.IntegerSummary;
+import org.apache.datasketches.tuple.aninteger.IntegerSummarySetOperations;
+import org.apache.pinot.common.request.context.ExpressionContext;
+import org.apache.pinot.common.utils.DataSchema.ColumnDataType;
+import org.apache.pinot.core.common.BlockValSet;
+import org.apache.pinot.core.common.ObjectSerDeUtils;
+import org.apache.pinot.core.query.aggregation.AggregationResultHolder;
+import org.apache.pinot.core.query.aggregation.ObjectAggregationResultHolder;
+import org.apache.pinot.core.query.aggregation.groupby.GroupByResultHolder;
+import 
org.apache.pinot.core.query.aggregation.groupby.ObjectGroupByResultHolder;
+import org.apache.pinot.segment.spi.AggregationFunctionType;
+import org.apache.pinot.spi.data.FieldSpec;
+import org.apache.pinot.spi.utils.CommonConstants;
+
+
+/***
+ * This is the base class for all Integer Tuple Sketch aggregations
+ *
+ * Note that it only supports BYTES columns containing serialized sketches 
currently, but could be expanded to more
+ */
+public class IntegerTupleSketchAggregationFunction
+    extends 
BaseSingleInputAggregationFunction<List<CompactSketch<IntegerSummary>>, 
Comparable> {
+  final ExpressionContext _expressionContext;
+  final IntegerSummarySetOperations _setOps;
+  final int _entries;
+
+  public IntegerTupleSketchAggregationFunction(List<ExpressionContext> 
arguments, IntegerSummary.Mode mode) {
+    super(arguments.get(0));
+    _expressionContext = arguments.get(0);

Review Comment:
   tested locally and it's doing what I expected:
   ```json
   "message": "QueryExecutionError:\nQuery execution error on: 
Server_172.19.14.129_7050 
org.apache.pinot.spi.exception.BadQueryRequestException: Invalid aggregation 
function: avgvalueintegersumtuplesketch(players,'true','false'); Reason: Tuple 
Sketch Aggregation Function expects at most 2 arguments, got: 3"
   ```
   ```json
   "message": "QueryExecutionError:\nQuery execution error on: 
Server_172.19.14.129_7050 
org.apache.pinot.spi.exception.BadQueryRequestException: Invalid aggregation 
function: avgvalueintegersumtuplesketch(players,'true'); Reason: Tuple Sketch 
Aggregation Function expected the second argument to be a number of entries to 
keep, but it was of type BOOLEAN"
   ````



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