adarshsanjeev commented on code in PR #13205:
URL: https://github.com/apache/druid/pull/13205#discussion_r1022519900


##########
extensions-core/multi-stage-query/src/main/java/org/apache/druid/msq/exec/WorkerSketchFetcher.java:
##########
@@ -0,0 +1,253 @@
+/*
+ * 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.msq.exec;
+
+import org.apache.druid.frame.key.ClusterBy;
+import org.apache.druid.frame.key.ClusterByPartition;
+import org.apache.druid.frame.key.ClusterByPartitions;
+import org.apache.druid.java.util.common.Either;
+import org.apache.druid.msq.kernel.StageDefinition;
+import org.apache.druid.msq.statistics.ClusterByStatisticsCollector;
+import org.apache.druid.msq.statistics.ClusterByStatisticsSnapshot;
+import org.apache.druid.msq.statistics.WorkerAggregatedKeyStatistics;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.CompletableFuture;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+
+/**
+ * Queues up fetching sketches from workers and progressively generates 
partitions boundaries.
+ */
+public class WorkerSketchFetcher
+{
+  private static final int DEFAULT_THREAD_COUNT = 10;
+  private static final long BYTES_THRESHOLD = 1_000_000_000L;
+  private static final long WORKER_THRESHOLD = 100;
+
+  private final ClusterStatisticsMergeMode clusterStatisticsMergeMode;
+  private final WorkerClient workerClient;
+  private final ExecutorService executorService;
+
+  public WorkerSketchFetcher(WorkerClient workerClient, 
ClusterStatisticsMergeMode clusterStatisticsMergeMode)
+  {
+    this.workerClient = workerClient;
+    this.clusterStatisticsMergeMode = clusterStatisticsMergeMode;
+    this.executorService = Executors.newFixedThreadPool(DEFAULT_THREAD_COUNT);
+  }
+
+  /**
+   * Submits a request to fetch and generate partitions for the given worker 
statistics and returns a future for it. It
+   * decides based on the statistics if it should fetch sketches one by one or 
together.
+   */
+  public CompletableFuture<Either<Long, ClusterByPartitions>> 
submitFetcherTask(
+      WorkerAggregatedKeyStatistics aggregatedKeyStatistics,
+      List<String> workerTaskIds,
+      StageDefinition stageDefinition
+  )
+  {
+    ClusterBy clusterBy = stageDefinition.getClusterBy();
+
+    switch (clusterStatisticsMergeMode) {
+      case SEQUENTIAL:
+        return sequentialTimeChunkMerging(aggregatedKeyStatistics, 
stageDefinition, workerTaskIds);
+      case PARALLEL:
+        return inMemoryFullSketchMerging(stageDefinition, workerTaskIds);
+      case AUTO:
+        if (clusterBy.getBucketByCount() == 0) {

Review Comment:
   This case happens when clusterBy is none(), for partitioning by all time
    
https://github.com/apache/druid/blob/master/processing/src/main/java/org/apache/druid/frame/key/ClusterBy.java#L66



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