AlexanderSaydakov commented on a change in pull request #8194: HllSketch 
Merge/Build BufferAggregators: Speed up init with prebuilt sketch.
URL: https://github.com/apache/incubator-druid/pull/8194#discussion_r308949053
 
 

 ##########
 File path: 
extensions-core/datasketches/src/main/java/org/apache/druid/query/aggregation/datasketches/hll/HllSketchBuildBufferAggregator.java
 ##########
 @@ -64,11 +74,27 @@ public HllSketchBuildBufferAggregator(
     this.lgK = lgK;
     this.tgtHllType = tgtHllType;
     this.size = size;
+    this.emptySketch = new byte[size];
+
+    //noinspection ResultOfObjectAllocationIgnored (HllSketch writes to 
"emptySketch" as a side effect of construction)
+    new HllSketch(lgK, tgtHllType, WritableMemory.wrap(emptySketch));
   }
 
   @Override
   public void init(final ByteBuffer buf, final int position)
   {
+    // Copy prebuilt empty sketch object.
+
+    final int oldPosition = buf.position();
+    try {
+      buf.position(position);
+      buf.put(emptySketch);
+    }
+    finally {
+      buf.position(oldPosition);
+    }
+
+    // Add an HllSketch for this chunk to our sketchCache.
 
 Review comment:
   ops, the above buf.put() has no effect because here a new sketch is 
constructed in that memory region and also cached

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