abhishekagarwal87 commented on code in PR #13819:
URL: https://github.com/apache/druid/pull/13819#discussion_r1110565322


##########
extensions-core/datasketches/src/main/java/org/apache/druid/query/aggregation/datasketches/tuple/ArrayOfDoublesSketchConstantPostAggregator.java:
##########
@@ -0,0 +1,179 @@
+/*
+ * 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.druid.query.aggregation.datasketches.tuple;
+
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.google.common.base.Preconditions;
+import org.apache.commons.codec.digest.DigestUtils;
+import org.apache.datasketches.memory.Memory;
+import org.apache.datasketches.tuple.arrayofdoubles.ArrayOfDoublesSketch;
+import org.apache.datasketches.tuple.arrayofdoubles.ArrayOfDoublesSketches;
+import org.apache.druid.java.util.common.ISE;
+import org.apache.druid.java.util.common.StringUtils;
+import org.apache.druid.java.util.common.guava.Comparators;
+import org.apache.druid.query.aggregation.AggregatorFactory;
+import org.apache.druid.query.aggregation.AggregatorUtil;
+import org.apache.druid.query.cache.CacheKeyBuilder;
+import org.apache.druid.segment.data.SafeWritableMemory;
+
+import java.nio.charset.StandardCharsets;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.Map;
+import java.util.Set;
+
+
+/**

Review Comment:
   can you add some java-docs? 



##########
extensions-core/datasketches/src/main/java/org/apache/druid/query/aggregation/datasketches/tuple/ArrayOfDoublesSketchConstantPostAggregator.java:
##########
@@ -0,0 +1,179 @@
+/*
+ * 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.druid.query.aggregation.datasketches.tuple;
+
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.google.common.base.Preconditions;
+import org.apache.commons.codec.digest.DigestUtils;
+import org.apache.datasketches.memory.Memory;
+import org.apache.datasketches.tuple.arrayofdoubles.ArrayOfDoublesSketch;
+import org.apache.datasketches.tuple.arrayofdoubles.ArrayOfDoublesSketches;
+import org.apache.druid.java.util.common.ISE;
+import org.apache.druid.java.util.common.StringUtils;
+import org.apache.druid.java.util.common.guava.Comparators;
+import org.apache.druid.query.aggregation.AggregatorFactory;
+import org.apache.druid.query.aggregation.AggregatorUtil;
+import org.apache.druid.query.cache.CacheKeyBuilder;
+import org.apache.druid.segment.data.SafeWritableMemory;
+
+import java.nio.charset.StandardCharsets;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.Map;
+import java.util.Set;
+
+
+/**
+ *
+ */
+public class ArrayOfDoublesSketchConstantPostAggregator extends 
ArrayOfDoublesSketchPostAggregator
+{
+
+  private final String value;
+  private final ArrayOfDoublesSketch sketchValue;
+
+  @JsonCreator
+  public ArrayOfDoublesSketchConstantPostAggregator(@JsonProperty("name") 
String name, @JsonProperty("value") String value)
+  {
+    super(name);
+    Preconditions.checkArgument(value != null && !value.isEmpty(),
+        "Constant value cannot be null or empty, expecting base64 encoded 
sketch string");
+    this.value = value;
+    this.sketchValue = deserializeSafe(value);
+  }
+
+
+  private ArrayOfDoublesSketch deserializeFromBase64EncodedString(final String 
str)
+  {
+    return 
deserializeFromByteArray(StringUtils.decodeBase64(str.getBytes(StandardCharsets.UTF_8)));
+  }
+
+  private ArrayOfDoublesSketch deserializeFromByteArray(final byte[] data)
+  {
+    return ArrayOfDoublesSketches.wrapSketch(Memory.wrap(data));
+  }
+
+  private ArrayOfDoublesSketch deserializeFromBase64EncodedStringSafe(final 
String str)
+  {
+    return 
deserializeFromByteArraySafe(StringUtils.decodeBase64(str.getBytes(StandardCharsets.UTF_8)));
+  }
+
+  private ArrayOfDoublesSketch deserializeFromByteArraySafe(final byte[] data)
+  {
+    return ArrayOfDoublesSketches.wrapSketch(SafeWritableMemory.wrap(data));
+  }
+
+
+  private ArrayOfDoublesSketch deserialize(final Object serializedSketch)
+  {
+    if (serializedSketch instanceof String) {
+      return deserializeFromBase64EncodedString((String) serializedSketch);
+    } else if (serializedSketch instanceof byte[]) {
+      return deserializeFromByteArray((byte[]) serializedSketch);
+    } else if (serializedSketch instanceof ArrayOfDoublesSketch) {
+      return (ArrayOfDoublesSketch) serializedSketch;
+    }
+    throw new ISE("Object is not of a type that can deserialize to sketch: 
%s", serializedSketch.getClass());
+  }
+
+  private ArrayOfDoublesSketch deserializeSafe(final Object serializedSketch)
+  {
+    if (serializedSketch instanceof String) {

Review Comment:
   when is this serializedSketch not a String? 



##########
extensions-core/datasketches/src/main/java/org/apache/druid/query/aggregation/datasketches/tuple/ArrayOfDoublesSketchConstantPostAggregator.java:
##########
@@ -0,0 +1,179 @@
+/*
+ * 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.druid.query.aggregation.datasketches.tuple;
+
+import com.fasterxml.jackson.annotation.JsonCreator;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.google.common.base.Preconditions;
+import org.apache.commons.codec.digest.DigestUtils;
+import org.apache.datasketches.memory.Memory;
+import org.apache.datasketches.tuple.arrayofdoubles.ArrayOfDoublesSketch;
+import org.apache.datasketches.tuple.arrayofdoubles.ArrayOfDoublesSketches;
+import org.apache.druid.java.util.common.ISE;
+import org.apache.druid.java.util.common.StringUtils;
+import org.apache.druid.java.util.common.guava.Comparators;
+import org.apache.druid.query.aggregation.AggregatorFactory;
+import org.apache.druid.query.aggregation.AggregatorUtil;
+import org.apache.druid.query.cache.CacheKeyBuilder;
+import org.apache.druid.segment.data.SafeWritableMemory;
+
+import java.nio.charset.StandardCharsets;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.Map;
+import java.util.Set;
+
+
+/**
+ *
+ */
+public class ArrayOfDoublesSketchConstantPostAggregator extends 
ArrayOfDoublesSketchPostAggregator
+{
+
+  private final String value;
+  private final ArrayOfDoublesSketch sketchValue;
+
+  @JsonCreator
+  public ArrayOfDoublesSketchConstantPostAggregator(@JsonProperty("name") 
String name, @JsonProperty("value") String value)
+  {
+    super(name);
+    Preconditions.checkArgument(value != null && !value.isEmpty(),
+        "Constant value cannot be null or empty, expecting base64 encoded 
sketch string");
+    this.value = value;
+    this.sketchValue = deserializeSafe(value);
+  }
+
+
+  private ArrayOfDoublesSketch deserializeFromBase64EncodedString(final String 
str)
+  {
+    return 
deserializeFromByteArray(StringUtils.decodeBase64(str.getBytes(StandardCharsets.UTF_8)));

Review Comment:
   you can use StringUtils.toUtf8(str) method instead. 



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