timoninmaxim commented on a change in pull request #9081:
URL: https://github.com/apache/ignite/pull/9081#discussion_r645594505



##########
File path: 
modules/core/src/main/java/org/apache/ignite/internal/processors/cache/query/MergeSortDistributedCacheQueryReducer.java
##########
@@ -0,0 +1,298 @@
+/*
+ * 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.ignite.internal.processors.cache.query;
+
+import java.lang.reflect.Array;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.Comparator;
+import java.util.List;
+import java.util.Map;
+import java.util.NoSuchElementException;
+import java.util.UUID;
+import java.util.concurrent.ConcurrentHashMap;
+import org.apache.ignite.IgniteCheckedException;
+import org.apache.ignite.cluster.ClusterNode;
+import org.apache.ignite.internal.util.typedef.internal.U;
+import org.jetbrains.annotations.Nullable;
+
+/**
+ * Reducer of distirbuted query that sort result through all nodes. Note that 
it's assumed that every node
+ * returns pre-sorted collection of data.
+ */
+public class MergeSortDistributedCacheQueryReducer<R> extends 
UnsortedDistributedCacheQueryReducer<R> {
+    /** Map of Node ID to stream. Used for inserting new pages. */
+    private final Map<UUID, NodePageStream> streamsMap;
+
+    /** Array of streams. Used for iteration over result pages. */
+    private final NodePageStream[] streams;
+
+    /** If {@code true} then there wasn't call {@link #hasNext()} on this 
reducer. */
+    private boolean first = true;
+
+    /**
+     * Offset of current stream to get next value. This offset only increments 
if a stream is done. The array {@link
+     * #streams} is sorted to put stream with lowest value on this offset.
+     */
+    private int streamOff;
+
+    /** Compares head of streams to get lowest value at the moment. */
+    private final Comparator<NodePageStream> streamCmp;
+
+    /**
+     * @param rowCmp Comparator to sort query results from different nodes.
+     */
+    public MergeSortDistributedCacheQueryReducer(GridCacheQueryFutureAdapter 
fut, long reqId,
+        CacheQueryPageRequester fetcher, Collection<ClusterNode> nodes, 
Comparator<R> rowCmp
+    ) {
+        super(fut, reqId, fetcher, nodes);
+
+        synchronized (queueLock()) {
+            streamsMap = new ConcurrentHashMap<>(nodes.size());
+            streams = 
(NodePageStream[])Array.newInstance(NodePageStream.class, nodes.size());
+
+            int i = 0;
+
+            for (ClusterNode node : nodes) {
+                streams[i] = new NodePageStream(node.id());
+                streamsMap.put(node.id(), streams[i++]);
+            }
+        }
+
+        streamCmp = (o1, o2) -> {
+            if (o1 == o2)
+                return 0;
+
+            if (o1 == null)
+                return -1;
+
+            if (o2 == null)
+                return 1;
+
+            return rowCmp.compare(o1.head, o2.head);
+        };
+    }
+
+    /** {@inheritDoc} */
+    @Override public R next() throws IgniteCheckedException {
+        for (int i = streamOff; i < streams.length; i++) {
+            NodePageStream s = streams[i];
+
+            // Skip if stream has head: on previous next() head extracts from 
stream[streamOff], others streams do
+            // have head or it is the first run.
+            if (s.head() != null)
+                break;

Review comment:
       > Effective prefetching is to request next page right after you start 
processing the previous one
   
   It is how it's done now. By "queue is empty" I mean the queue variable in 
PageStream, that stores page's collections. When the queue is empty it means 
that we start processing last page (and data moved from queue to iterator [1]) 
and we request a new page in parallel. 
   
   By the link above I trigger this load right after moving page to iterator, 
check the condition: queue.size() < 1. So queue is empty but we still have data 
in iterator.
   
   We can change this condition to queue.size() < 2, so we will have at least 2 
pages in any moment (1 in iterator, 1 in a queue). So it can be useful if user 
processing page in iterator faster then remote node responses.
   
   Am I right that you propose to do this (increment 1 to 2)? Should we do it 
configurable?
   
   [1] 
https://github.com/apache/ignite/pull/9081/files#diff-068da2d055341b4686f2dc28d687b5c58678a255cde712e4062588bf0fc4f46fR75




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