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ASF GitHub Bot commented on FLINK-9491: --------------------------------------- Github user StefanRRichter commented on a diff in the pull request: https://github.com/apache/flink/pull/6228#discussion_r199817158 --- Diff: flink-runtime/src/test/java/org/apache/flink/runtime/state/InternalPriorityQueueTestBase.java --- @@ -0,0 +1,452 @@ +/* + * 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; + +import org.apache.flink.api.common.typeutils.CompatibilityResult; +import org.apache.flink.api.common.typeutils.TypeSerializer; +import org.apache.flink.api.common.typeutils.TypeSerializerConfigSnapshot; +import org.apache.flink.core.memory.DataInputView; +import org.apache.flink.core.memory.DataOutputView; +import org.apache.flink.runtime.state.heap.HeapPriorityQueueElement; +import org.apache.flink.util.CloseableIterator; +import org.apache.flink.util.MathUtils; +import org.apache.flink.util.TestLogger; + +import org.junit.Assert; +import org.junit.Test; + +import javax.annotation.Nonnull; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.Comparator; +import java.util.HashSet; +import java.util.Iterator; +import java.util.List; +import java.util.NoSuchElementException; +import java.util.Objects; +import java.util.Set; +import java.util.concurrent.ThreadLocalRandom; + +/** + * Testbase for implementations of {@link InternalPriorityQueue}. + */ +public abstract class InternalPriorityQueueTestBase extends TestLogger { + + protected static final KeyGroupRange KEY_GROUP_RANGE = new KeyGroupRange(0, 2); + protected static final KeyExtractorFunction<TestElement> KEY_EXTRACTOR_FUNCTION = TestElement::getKey; + protected static final Comparator<TestElement> TEST_ELEMENT_COMPARATOR = + Comparator.comparingLong(TestElement::getPriority).thenComparingLong(TestElement::getKey); + + protected static void insertRandomTimers( + @Nonnull InternalPriorityQueue<TestElement> priorityQueue, + @Nonnull Set<TestElement> checkSet, + int count) { + + ThreadLocalRandom localRandom = ThreadLocalRandom.current(); + + final int numUniqueKeys = Math.max(count / 4, 64); + + long duplicatePriority = Long.MIN_VALUE; + + for (int i = 0; i < count; ++i) { + TestElement element; + do { + long elementPriority; + if (duplicatePriority == Long.MIN_VALUE) { + elementPriority = localRandom.nextLong(); + } else { + elementPriority = duplicatePriority; + duplicatePriority = Long.MIN_VALUE; + } + element = new TestElement(localRandom.nextInt(numUniqueKeys), elementPriority); + } while (!checkSet.add(element)); + + if (localRandom.nextInt(10) == 0) { + duplicatePriority = element.getPriority(); + } + + final boolean headChangedIndicated = priorityQueue.add(element); + if (element.equals(priorityQueue.peek())) { + Assert.assertTrue(headChangedIndicated); + } + } + Assert.assertEquals(count, priorityQueue.size()); + } + + @Test + public void testPeekPollOrder() { + final int initialCapacity = 4; + final int testSize = 1000; + InternalPriorityQueue<TestElement> priorityQueue = + newPriorityQueue(initialCapacity); + HashSet<TestElement> checkSet = new HashSet<>(testSize); + + insertRandomTimers(priorityQueue, checkSet, testSize); + + long lastPriorityValue = Long.MIN_VALUE; + int lastSize = priorityQueue.size(); + Assert.assertEquals(testSize, lastSize); + TestElement testElement; + while ((testElement = priorityQueue.peek()) != null) { + Assert.assertFalse(priorityQueue.isEmpty()); + Assert.assertEquals(lastSize, priorityQueue.size()); + Assert.assertEquals(testElement, priorityQueue.poll()); + Assert.assertTrue(checkSet.remove(testElement)); + Assert.assertTrue(testElement.getPriority() >= lastPriorityValue); + lastPriorityValue = testElement.getPriority(); + --lastSize; + } + + Assert.assertTrue(priorityQueue.isEmpty()); + Assert.assertEquals(0, priorityQueue.size()); + Assert.assertEquals(0, checkSet.size()); + } + + @Test + public void testStopInsertMixKeepsOrder() { + + InternalPriorityQueue<TestElement> priorityQueue = newPriorityQueue(3); + + final int testSize = 128; + HashSet<TestElement> checkSet = new HashSet<>(testSize); + + insertRandomTimers(priorityQueue, checkSet, testSize); + + // check that the whole set is still in order + while (!checkSet.isEmpty()) { + + Iterator<TestElement> iterator = checkSet.iterator(); + TestElement element = iterator.next(); + iterator.remove(); + + boolean removesHead = element.equals(priorityQueue.peek()); + if (removesHead) { + Assert.assertTrue(priorityQueue.remove(element)); + } else { + priorityQueue.remove(element); + } + Assert.assertEquals(checkSet.size(), priorityQueue.size()); + + long lastPriorityValue = Long.MIN_VALUE; --- End diff -- 👍 > Implement timer data structure based on RocksDB > ----------------------------------------------- > > Key: FLINK-9491 > URL: https://issues.apache.org/jira/browse/FLINK-9491 > Project: Flink > Issue Type: Sub-task > Components: State Backends, Checkpointing > Reporter: Stefan Richter > Assignee: Stefan Richter > Priority: Major > Labels: pull-request-available > Fix For: 1.6.0 > > > We can now implement timer state that is stored in RocksDB for users that run > the {{RocksDBKeyedStateBackend}}. As explained in the design document > (https://docs.google.com/document/d/1XbhJRbig5c5Ftd77d0mKND1bePyTC26Pz04EvxdA7Jc/edit#heading=h.17v0k3363r6q) > this should also give us asynchronous and incremental snapshots for timer > state that is larger than main memory. > We need to think about a way in which to user can select either to run timers > on RocksDB or on the heap when using the {{RocksDBKeyedStateBackend}}. -- This message was sent by Atlassian JIRA (v7.6.3#76005)