Github user StefanRRichter commented on a diff in the pull request: https://github.com/apache/flink/pull/6228#discussion_r199815863 --- Diff: flink-runtime/src/main/java/org/apache/flink/runtime/state/heap/KeyGroupPartitionedPriorityQueue.java --- @@ -0,0 +1,280 @@ +/* + * 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.flink.runtime.state.heap; + +import org.apache.flink.runtime.state.InternalPriorityQueue; +import org.apache.flink.runtime.state.KeyExtractorFunction; +import org.apache.flink.runtime.state.KeyGroupRange; +import org.apache.flink.runtime.state.KeyGroupRangeAssignment; +import org.apache.flink.util.CloseableIterator; +import org.apache.flink.util.IOUtils; + +import javax.annotation.Nonnegative; +import javax.annotation.Nonnull; +import javax.annotation.Nullable; + +import java.util.Collection; +import java.util.Comparator; + +/** + * This implementation of {@link InternalPriorityQueue} is internally partitioned into sub-queues per key-group and + * essentially works as a heap-of-heaps. Instances will have set semantics for elements if the sub-queues have set + * semantics. + * + * @param <T> the type of elements in the queue. + * @param <PQ> type type of sub-queue used for each key-group partition. + */ +public class KeyGroupPartitionedPriorityQueue<T, PQ extends InternalPriorityQueue<T> & HeapPriorityQueueElement> + implements InternalPriorityQueue<T> { + + /** A heap of heap sets. Each sub-heap represents the partition for a key-group.*/ + @Nonnull + private final HeapPriorityQueue<PQ> keyGroupHeap; + + /** All elements from keyGroupHeap, indexed by their key-group id, relative to firstKeyGroup. */ + @Nonnull + private final PQ[] keyGroupLists; --- End diff -- ð
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