Jackie-Jiang commented on a change in pull request #5744:
URL: https://github.com/apache/incubator-pinot/pull/5744#discussion_r462487384



##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/StUnionAggregationFunction.java
##########
@@ -0,0 +1,137 @@
+/**
+ * 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.Map;
+import org.apache.pinot.common.function.AggregationFunctionType;
+import org.apache.pinot.common.utils.DataSchema;
+import org.apache.pinot.core.common.BlockValSet;
+import org.apache.pinot.core.geospatial.serde.GeometrySerializer;
+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.core.query.request.context.ExpressionContext;
+import org.apache.pinot.spi.utils.ByteArray;
+import org.locationtech.jts.geom.Geometry;
+
+
+public class StUnionAggregationFunction extends 
BaseSingleInputAggregationFunction<Geometry, ByteArray> {
+
+  /**
+   * Constructor for the class.
+   *
+   * @param expression Expression to aggregate on.
+   */
+  public StUnionAggregationFunction(ExpressionContext expression) {
+    super(expression);
+  }
+
+  @Override
+  public AggregationFunctionType getType() {
+    return AggregationFunctionType.ST_UNION;
+  }
+
+  @Override
+  public void accept(AggregationFunctionVisitorBase visitor) {
+    visitor.visit(this);
+  }
+
+  @Override
+  public AggregationResultHolder createAggregationResultHolder() {
+    return new ObjectAggregationResultHolder();
+  }
+
+  @Override
+  public GroupByResultHolder createGroupByResultHolder(int initialCapacity, 
int maxCapacity) {
+    return new ObjectGroupByResultHolder(initialCapacity, maxCapacity);
+  }
+
+  @Override
+  public void aggregate(int length, AggregationResultHolder 
aggregationResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    Geometry geometry = aggregationResultHolder.getResult();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      geometry = geometry == null ? value : geometry.union(value);
+    }
+    aggregationResultHolder.setValue(geometry);
+  }
+
+  @Override
+  public void aggregateGroupBySV(int length, int[] groupKeyArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      int groupKey = groupKeyArray[i];
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+          : ((Geometry) groupByResultHolder.getResult(groupKey)).union(value));
+    }
+  }
+
+  @Override
+  public void aggregateGroupByMV(int length, int[][] groupKeysArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      for (int groupKey : groupKeysArray[i]) {
+        groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+            : ((Geometry) 
groupByResultHolder.getResult(groupKey)).union(value));
+      }
+    }
+  }
+
+  @Override
+  public Geometry extractAggregationResult(AggregationResultHolder 
aggregationResultHolder) {
+    return aggregationResultHolder.getResult();
+  }
+
+  @Override
+  public Geometry extractGroupByResult(GroupByResultHolder 
groupByResultHolder, int groupKey) {
+    return groupByResultHolder.getResult(groupKey);
+  }
+
+  @Override
+  public Geometry merge(Geometry intermediateResult1, Geometry 
intermediateResult2) {
+    return intermediateResult1.union(intermediateResult2);
+  }
+
+  @Override
+  public boolean isIntermediateResultComparable() {
+    return true;

Review comment:
       This is not the same comparison logic as the final result, so we should 
put `false` here.
   This is for ordering the union geometry for group-by queries, which will use 
the final result `ByteArray` order. It does not make a lot of sense to order 
them though

##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/StUnionAggregationFunction.java
##########
@@ -0,0 +1,137 @@
+/**
+ * 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.Map;
+import org.apache.pinot.common.function.AggregationFunctionType;
+import org.apache.pinot.common.utils.DataSchema;
+import org.apache.pinot.core.common.BlockValSet;
+import org.apache.pinot.core.geospatial.serde.GeometrySerializer;
+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.core.query.request.context.ExpressionContext;
+import org.apache.pinot.spi.utils.ByteArray;
+import org.locationtech.jts.geom.Geometry;
+
+
+public class StUnionAggregationFunction extends 
BaseSingleInputAggregationFunction<Geometry, ByteArray> {
+
+  /**
+   * Constructor for the class.
+   *
+   * @param expression Expression to aggregate on.
+   */
+  public StUnionAggregationFunction(ExpressionContext expression) {
+    super(expression);
+  }
+
+  @Override
+  public AggregationFunctionType getType() {
+    return AggregationFunctionType.ST_UNION;
+  }
+
+  @Override
+  public void accept(AggregationFunctionVisitorBase visitor) {
+    visitor.visit(this);
+  }
+
+  @Override
+  public AggregationResultHolder createAggregationResultHolder() {
+    return new ObjectAggregationResultHolder();
+  }
+
+  @Override
+  public GroupByResultHolder createGroupByResultHolder(int initialCapacity, 
int maxCapacity) {
+    return new ObjectGroupByResultHolder(initialCapacity, maxCapacity);
+  }
+
+  @Override
+  public void aggregate(int length, AggregationResultHolder 
aggregationResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    Geometry geometry = aggregationResultHolder.getResult();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      geometry = geometry == null ? value : geometry.union(value);
+    }
+    aggregationResultHolder.setValue(geometry);
+  }
+
+  @Override
+  public void aggregateGroupBySV(int length, int[] groupKeyArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      int groupKey = groupKeyArray[i];
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+          : ((Geometry) groupByResultHolder.getResult(groupKey)).union(value));
+    }
+  }
+
+  @Override
+  public void aggregateGroupByMV(int length, int[][] groupKeysArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      for (int groupKey : groupKeysArray[i]) {
+        groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+            : ((Geometry) 
groupByResultHolder.getResult(groupKey)).union(value));
+      }
+    }
+  }
+
+  @Override
+  public Geometry extractAggregationResult(AggregationResultHolder 
aggregationResultHolder) {
+    return aggregationResultHolder.getResult();

Review comment:
       It won't work because `DataTable` does not support `null` as input (for 
sending back response from server to broker)

##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/StUnionAggregationFunction.java
##########
@@ -0,0 +1,137 @@
+/**
+ * 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.Map;
+import org.apache.pinot.common.function.AggregationFunctionType;
+import org.apache.pinot.common.utils.DataSchema;
+import org.apache.pinot.core.common.BlockValSet;
+import org.apache.pinot.core.geospatial.serde.GeometrySerializer;
+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.core.query.request.context.ExpressionContext;
+import org.apache.pinot.spi.utils.ByteArray;
+import org.locationtech.jts.geom.Geometry;
+
+
+public class StUnionAggregationFunction extends 
BaseSingleInputAggregationFunction<Geometry, ByteArray> {
+
+  /**
+   * Constructor for the class.
+   *
+   * @param expression Expression to aggregate on.
+   */
+  public StUnionAggregationFunction(ExpressionContext expression) {
+    super(expression);
+  }
+
+  @Override
+  public AggregationFunctionType getType() {
+    return AggregationFunctionType.ST_UNION;
+  }
+
+  @Override
+  public void accept(AggregationFunctionVisitorBase visitor) {
+    visitor.visit(this);
+  }
+
+  @Override
+  public AggregationResultHolder createAggregationResultHolder() {
+    return new ObjectAggregationResultHolder();
+  }
+
+  @Override
+  public GroupByResultHolder createGroupByResultHolder(int initialCapacity, 
int maxCapacity) {
+    return new ObjectGroupByResultHolder(initialCapacity, maxCapacity);
+  }
+
+  @Override
+  public void aggregate(int length, AggregationResultHolder 
aggregationResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    Geometry geometry = aggregationResultHolder.getResult();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      geometry = geometry == null ? value : geometry.union(value);
+    }
+    aggregationResultHolder.setValue(geometry);
+  }
+
+  @Override
+  public void aggregateGroupBySV(int length, int[] groupKeyArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      int groupKey = groupKeyArray[i];
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+          : ((Geometry) groupByResultHolder.getResult(groupKey)).union(value));
+    }
+  }
+
+  @Override
+  public void aggregateGroupByMV(int length, int[][] groupKeysArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      for (int groupKey : groupKeysArray[i]) {
+        groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+            : ((Geometry) 
groupByResultHolder.getResult(groupKey)).union(value));
+      }
+    }
+  }
+
+  @Override
+  public Geometry extractAggregationResult(AggregationResultHolder 
aggregationResultHolder) {
+    return aggregationResultHolder.getResult();
+  }
+
+  @Override
+  public Geometry extractGroupByResult(GroupByResultHolder 
groupByResultHolder, int groupKey) {
+    return groupByResultHolder.getResult(groupKey);

Review comment:
       SELECT ... WHERE col = "no_match_ value"

##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/StUnionAggregationFunction.java
##########
@@ -0,0 +1,137 @@
+/**
+ * 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.Map;
+import org.apache.pinot.common.function.AggregationFunctionType;
+import org.apache.pinot.common.utils.DataSchema;
+import org.apache.pinot.core.common.BlockValSet;
+import org.apache.pinot.core.geospatial.serde.GeometrySerializer;
+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.core.query.request.context.ExpressionContext;
+import org.apache.pinot.spi.utils.ByteArray;
+import org.locationtech.jts.geom.Geometry;
+
+
+public class StUnionAggregationFunction extends 
BaseSingleInputAggregationFunction<Geometry, ByteArray> {
+
+  /**
+   * Constructor for the class.
+   *
+   * @param expression Expression to aggregate on.
+   */
+  public StUnionAggregationFunction(ExpressionContext expression) {
+    super(expression);
+  }
+
+  @Override
+  public AggregationFunctionType getType() {
+    return AggregationFunctionType.ST_UNION;
+  }
+
+  @Override
+  public void accept(AggregationFunctionVisitorBase visitor) {
+    visitor.visit(this);
+  }
+
+  @Override
+  public AggregationResultHolder createAggregationResultHolder() {
+    return new ObjectAggregationResultHolder();
+  }
+
+  @Override
+  public GroupByResultHolder createGroupByResultHolder(int initialCapacity, 
int maxCapacity) {
+    return new ObjectGroupByResultHolder(initialCapacity, maxCapacity);
+  }
+
+  @Override
+  public void aggregate(int length, AggregationResultHolder 
aggregationResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    Geometry geometry = aggregationResultHolder.getResult();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      geometry = geometry == null ? value : geometry.union(value);
+    }
+    aggregationResultHolder.setValue(geometry);
+  }
+
+  @Override
+  public void aggregateGroupBySV(int length, int[] groupKeyArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      int groupKey = groupKeyArray[i];
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+          : ((Geometry) groupByResultHolder.getResult(groupKey)).union(value));
+    }
+  }
+
+  @Override
+  public void aggregateGroupByMV(int length, int[][] groupKeysArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      for (int groupKey : groupKeysArray[i]) {
+        groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+            : ((Geometry) 
groupByResultHolder.getResult(groupKey)).union(value));
+      }
+    }
+  }
+
+  @Override
+  public Geometry extractAggregationResult(AggregationResultHolder 
aggregationResultHolder) {
+    return aggregationResultHolder.getResult();
+  }
+
+  @Override
+  public Geometry extractGroupByResult(GroupByResultHolder 
groupByResultHolder, int groupKey) {
+    return groupByResultHolder.getResult(groupKey);

Review comment:
       `SELECT ... WHERE col = "no_match_value"`

##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/StUnionAggregationFunction.java
##########
@@ -0,0 +1,137 @@
+/**
+ * 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.Map;
+import org.apache.pinot.common.function.AggregationFunctionType;
+import org.apache.pinot.common.utils.DataSchema;
+import org.apache.pinot.core.common.BlockValSet;
+import org.apache.pinot.core.geospatial.serde.GeometrySerializer;
+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.core.query.request.context.ExpressionContext;
+import org.apache.pinot.spi.utils.ByteArray;
+import org.locationtech.jts.geom.Geometry;
+
+
+public class StUnionAggregationFunction extends 
BaseSingleInputAggregationFunction<Geometry, ByteArray> {
+
+  /**
+   * Constructor for the class.
+   *
+   * @param expression Expression to aggregate on.
+   */
+  public StUnionAggregationFunction(ExpressionContext expression) {
+    super(expression);
+  }
+
+  @Override
+  public AggregationFunctionType getType() {
+    return AggregationFunctionType.ST_UNION;
+  }
+
+  @Override
+  public void accept(AggregationFunctionVisitorBase visitor) {
+    visitor.visit(this);
+  }
+
+  @Override
+  public AggregationResultHolder createAggregationResultHolder() {
+    return new ObjectAggregationResultHolder();
+  }
+
+  @Override
+  public GroupByResultHolder createGroupByResultHolder(int initialCapacity, 
int maxCapacity) {
+    return new ObjectGroupByResultHolder(initialCapacity, maxCapacity);
+  }
+
+  @Override
+  public void aggregate(int length, AggregationResultHolder 
aggregationResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    Geometry geometry = aggregationResultHolder.getResult();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      geometry = geometry == null ? value : geometry.union(value);
+    }
+    aggregationResultHolder.setValue(geometry);
+  }
+
+  @Override
+  public void aggregateGroupBySV(int length, int[] groupKeyArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      int groupKey = groupKeyArray[i];
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+          : ((Geometry) groupByResultHolder.getResult(groupKey)).union(value));
+    }
+  }
+
+  @Override
+  public void aggregateGroupByMV(int length, int[][] groupKeysArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      for (int groupKey : groupKeysArray[i]) {
+        groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+            : ((Geometry) 
groupByResultHolder.getResult(groupKey)).union(value));
+      }
+    }
+  }
+
+  @Override
+  public Geometry extractAggregationResult(AggregationResultHolder 
aggregationResultHolder) {
+    return aggregationResultHolder.getResult();
+  }
+
+  @Override
+  public Geometry extractGroupByResult(GroupByResultHolder 
groupByResultHolder, int groupKey) {
+    return groupByResultHolder.getResult(groupKey);
+  }
+
+  @Override
+  public Geometry merge(Geometry intermediateResult1, Geometry 
intermediateResult2) {
+    return intermediateResult1.union(intermediateResult2);
+  }
+
+  @Override
+  public boolean isIntermediateResultComparable() {
+    return true;

Review comment:
       Yes, because they are for the same purpose

##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/query/aggregation/function/StUnionAggregationFunction.java
##########
@@ -0,0 +1,137 @@
+/**
+ * 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.Map;
+import org.apache.pinot.common.function.AggregationFunctionType;
+import org.apache.pinot.common.utils.DataSchema;
+import org.apache.pinot.core.common.BlockValSet;
+import org.apache.pinot.core.geospatial.serde.GeometrySerializer;
+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.core.query.request.context.ExpressionContext;
+import org.apache.pinot.spi.utils.ByteArray;
+import org.locationtech.jts.geom.Geometry;
+
+
+public class StUnionAggregationFunction extends 
BaseSingleInputAggregationFunction<Geometry, ByteArray> {
+
+  /**
+   * Constructor for the class.
+   *
+   * @param expression Expression to aggregate on.
+   */
+  public StUnionAggregationFunction(ExpressionContext expression) {
+    super(expression);
+  }
+
+  @Override
+  public AggregationFunctionType getType() {
+    return AggregationFunctionType.ST_UNION;
+  }
+
+  @Override
+  public void accept(AggregationFunctionVisitorBase visitor) {
+    visitor.visit(this);
+  }
+
+  @Override
+  public AggregationResultHolder createAggregationResultHolder() {
+    return new ObjectAggregationResultHolder();
+  }
+
+  @Override
+  public GroupByResultHolder createGroupByResultHolder(int initialCapacity, 
int maxCapacity) {
+    return new ObjectGroupByResultHolder(initialCapacity, maxCapacity);
+  }
+
+  @Override
+  public void aggregate(int length, AggregationResultHolder 
aggregationResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    Geometry geometry = aggregationResultHolder.getResult();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      geometry = geometry == null ? value : geometry.union(value);
+    }
+    aggregationResultHolder.setValue(geometry);
+  }
+
+  @Override
+  public void aggregateGroupBySV(int length, int[] groupKeyArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      int groupKey = groupKeyArray[i];
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+          : ((Geometry) groupByResultHolder.getResult(groupKey)).union(value));
+    }
+  }
+
+  @Override
+  public void aggregateGroupByMV(int length, int[][] groupKeysArray, 
GroupByResultHolder groupByResultHolder,
+      Map<ExpressionContext, BlockValSet> blockValSetMap) {
+    byte[][] bytesArray = blockValSetMap.get(_expression).getBytesValuesSV();
+    for (int i = 0; i < length; i++) {
+      Geometry value = GeometrySerializer.deserialize(bytesArray[i]);
+      for (int groupKey : groupKeysArray[i]) {
+        groupByResultHolder.setValueForKey(groupKey, 
groupByResultHolder.getResult(groupKey) == null ? value
+            : ((Geometry) 
groupByResultHolder.getResult(groupKey)).union(value));
+      }
+    }
+  }
+
+  @Override
+  public Geometry extractAggregationResult(AggregationResultHolder 
aggregationResultHolder) {
+    return aggregationResultHolder.getResult();

Review comment:
       The holder might contain `null`, but before returning the segment 
result, we need to convert `null` to the default value




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