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roman pushed a commit to branch release-1.15
in repository https://gitbox.apache.org/repos/asf/flink.git
The following commit(s) were added to refs/heads/release-1.15 by this push:
new e31c1b0 [FLINK-26063][runtime] Set current key before polling next PQ
element
e31c1b0 is described below
commit e31c1b0f88cbcd3f3a720948123b262fc21e4cd5
Author: Roman Khachatryan <[email protected]>
AuthorDate: Mon Mar 14 15:38:45 2022 +0100
[FLINK-26063][runtime] Set current key before polling next PQ element
Some InternalPriorityQueue implementations need a correct key/group
set before performing poll() or remove().
In particular, ChangelogKeyGroupedPriorityQueue logs key group so that
state changes can be re-distributed or shuffled.
This change re-orders queue.poll and keyContext.setCurrentKey.
---
.../flink/runtime/state/InternalPriorityQueue.java | 6 +
.../api/operators/InternalTimerServiceImpl.java | 4 +-
.../flink/test/state/ChangelogRescalingITCase.java | 354 +++++++++++++++++++++
3 files changed, 362 insertions(+), 2 deletions(-)
diff --git
a/flink-runtime/src/main/java/org/apache/flink/runtime/state/InternalPriorityQueue.java
b/flink-runtime/src/main/java/org/apache/flink/runtime/state/InternalPriorityQueue.java
index 25816eb..17bdd6a 100644
---
a/flink-runtime/src/main/java/org/apache/flink/runtime/state/InternalPriorityQueue.java
+++
b/flink-runtime/src/main/java/org/apache/flink/runtime/state/InternalPriorityQueue.java
@@ -39,6 +39,9 @@ public interface InternalPriorityQueue<T> {
* Retrieves and removes the first element (w.r.t. the order) of this set,
or returns {@code
* null} if this set is empty.
*
+ * <p>NOTE: Correct key (i.e. the key of the polled element) must be set
on KeyContext before
+ * calling this method.
+ *
* @return the first element of this ordered set, or {@code null} if this
set is empty.
*/
@Nullable
@@ -67,6 +70,9 @@ public interface InternalPriorityQueue<T> {
/**
* Removes the given element from the set, if is contained in the set.
*
+ * <p>NOTE: Correct key (i.e. the key of the polled element) must be set
on KeyContext before
+ * calling this method.
+ *
* @param toRemove the element to remove.
* @return <code>true</code> if the operation changed the head element or
if it is unclear if
* the head element changed. Only returns <code>false</code> if the
head element was not
diff --git
a/flink-streaming-java/src/main/java/org/apache/flink/streaming/api/operators/InternalTimerServiceImpl.java
b/flink-streaming-java/src/main/java/org/apache/flink/streaming/api/operators/InternalTimerServiceImpl.java
index a9977d7..b2cf4c6 100644
---
a/flink-streaming-java/src/main/java/org/apache/flink/streaming/api/operators/InternalTimerServiceImpl.java
+++
b/flink-streaming-java/src/main/java/org/apache/flink/streaming/api/operators/InternalTimerServiceImpl.java
@@ -279,8 +279,8 @@ public class InternalTimerServiceImpl<K, N> implements
InternalTimerService<N> {
InternalTimer<K, N> timer;
while ((timer = processingTimeTimersQueue.peek()) != null &&
timer.getTimestamp() <= time) {
- processingTimeTimersQueue.poll();
keyContext.setCurrentKey(timer.getKey());
+ processingTimeTimersQueue.poll();
triggerTarget.onProcessingTime(timer);
}
@@ -297,8 +297,8 @@ public class InternalTimerServiceImpl<K, N> implements
InternalTimerService<N> {
InternalTimer<K, N> timer;
while ((timer = eventTimeTimersQueue.peek()) != null &&
timer.getTimestamp() <= time) {
- eventTimeTimersQueue.poll();
keyContext.setCurrentKey(timer.getKey());
+ eventTimeTimersQueue.poll();
triggerTarget.onEventTime(timer);
}
}
diff --git
a/flink-tests/src/test/java/org/apache/flink/test/state/ChangelogRescalingITCase.java
b/flink-tests/src/test/java/org/apache/flink/test/state/ChangelogRescalingITCase.java
new file mode 100644
index 0000000..85a30c8
--- /dev/null
+++
b/flink-tests/src/test/java/org/apache/flink/test/state/ChangelogRescalingITCase.java
@@ -0,0 +1,354 @@
+/*
+ * 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.test.state;
+
+import org.apache.flink.api.common.JobID;
+import org.apache.flink.api.common.eventtime.WatermarkStrategy;
+import org.apache.flink.api.connector.source.ReaderOutput;
+import org.apache.flink.api.connector.source.SourceReader;
+import org.apache.flink.api.connector.source.SourceReaderContext;
+import org.apache.flink.api.connector.source.lib.NumberSequenceSource;
+import org.apache.flink.api.connector.source.lib.util.IteratorSourceReader;
+import org.apache.flink.api.connector.source.lib.util.IteratorSourceSplit;
+import org.apache.flink.changelog.fs.FsStateChangelogStorageFactory;
+import org.apache.flink.configuration.Configuration;
+import org.apache.flink.configuration.MemorySize;
+import org.apache.flink.core.io.InputStatus;
+import org.apache.flink.runtime.jobgraph.JobGraph;
+import org.apache.flink.runtime.testutils.MiniClusterResourceConfiguration;
+import org.apache.flink.streaming.api.CheckpointingMode;
+import org.apache.flink.streaming.api.datastream.DataStreamUtils;
+import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator;
+import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
+import org.apache.flink.streaming.api.functions.sink.DiscardingSink;
+import
org.apache.flink.streaming.api.functions.windowing.ProcessWindowFunction;
+import
org.apache.flink.streaming.api.windowing.assigners.SlidingProcessingTimeWindows;
+import org.apache.flink.streaming.api.windowing.time.Time;
+import org.apache.flink.streaming.api.windowing.windows.TimeWindow;
+import org.apache.flink.test.util.MiniClusterWithClientResource;
+import org.apache.flink.util.Collector;
+import org.apache.flink.util.TestLogger;
+
+import org.junit.After;
+import org.junit.Before;
+import org.junit.Rule;
+import org.junit.Test;
+import org.junit.rules.TemporaryFolder;
+import org.junit.runner.RunWith;
+import org.junit.runners.Parameterized;
+import org.junit.runners.Parameterized.Parameters;
+
+import java.io.File;
+import java.io.IOException;
+import java.io.Serializable;
+import java.time.Duration;
+import java.util.Iterator;
+import java.util.Timer;
+import java.util.TimerTask;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.ThreadLocalRandom;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.function.Consumer;
+
+import static
org.apache.flink.changelog.fs.FsStateChangelogOptions.PREEMPTIVE_PERSIST_THRESHOLD;
+import static
org.apache.flink.configuration.CheckpointingOptions.CHECKPOINTS_DIRECTORY;
+import static
org.apache.flink.configuration.CheckpointingOptions.CHECKPOINT_STORAGE;
+import static
org.apache.flink.configuration.CheckpointingOptions.FS_SMALL_FILE_THRESHOLD;
+import static
org.apache.flink.configuration.CheckpointingOptions.LOCAL_RECOVERY;
+import static org.apache.flink.configuration.CoreOptions.DEFAULT_PARALLELISM;
+import static org.apache.flink.configuration.PipelineOptions.OBJECT_REUSE;
+import static
org.apache.flink.configuration.RestartStrategyOptions.RESTART_STRATEGY;
+import static org.apache.flink.configuration.StateBackendOptions.STATE_BACKEND;
+import static
org.apache.flink.configuration.StateChangelogOptions.ENABLE_STATE_CHANGE_LOG;
+import static
org.apache.flink.configuration.StateChangelogOptions.PERIODIC_MATERIALIZATION_INTERVAL;
+import static
org.apache.flink.configuration.TaskManagerOptions.BUFFER_DEBLOAT_ENABLED;
+import static
org.apache.flink.runtime.jobgraph.SavepointRestoreSettings.forPath;
+import static
org.apache.flink.runtime.testutils.CommonTestUtils.waitForAllTaskRunning;
+import static
org.apache.flink.streaming.api.environment.CheckpointConfig.ExternalizedCheckpointCleanup.RETAIN_ON_CANCELLATION;
+import static
org.apache.flink.streaming.api.environment.ExecutionCheckpointingOptions.ALIGNED_CHECKPOINT_TIMEOUT;
+import static
org.apache.flink.streaming.api.environment.ExecutionCheckpointingOptions.CHECKPOINTING_INTERVAL;
+import static
org.apache.flink.streaming.api.environment.ExecutionCheckpointingOptions.CHECKPOINTING_MODE;
+import static
org.apache.flink.streaming.api.environment.ExecutionCheckpointingOptions.ENABLE_UNALIGNED;
+import static
org.apache.flink.streaming.api.environment.ExecutionCheckpointingOptions.EXTERNALIZED_CHECKPOINT;
+import static
org.apache.flink.test.util.TestUtils.getMostRecentCompletedCheckpoint;
+import static
org.apache.flink.test.util.TestUtils.getMostRecentCompletedCheckpointMaybe;
+import static org.apache.flink.util.Preconditions.checkArgument;
+
+/**
+ * Tests rescaling with Changelog enabled and with timers in state. It uses an
adaptation of a
+ * ChangelogTestProgram that aims to generate the highest load possible while
still allowing
+ * checkpointing. For that, it uses rate-limited FLIP-27 source and Unaligned
checkpoints.
+ */
+@RunWith(Parameterized.class)
+public class ChangelogRescalingITCase extends TestLogger {
+ /** The rate at which events will be generated by the source. */
+ private static final int EVENTS_PER_SECOND_PER_READER = 100;
+ /** Payload size of each event generated randomly. */
+ private static final int PAYLOAD_SIZE = 1000;
+ /** Size of (ProcessingTime) windows. */
+ private static final Time WINDOW_SIZE = Time.milliseconds(100);
+ /** Slide size. */
+ private static final Time WINDOW_SLIDE = Time.milliseconds(10);
+ /** Time to Accumulate some timer delete operations. */
+ private static final int ACCUMULATE_TIME_MILLIS = 5_000;
+
+ @Rule public TemporaryFolder temporaryFolder = new TemporaryFolder();
+
+ @Parameters(name = "Rescale {0} -> {1}")
+ public static Object[] parameters() {
+ return new Object[][] {new Object[] {6, 4}, new Object[] {4, 6}};
+ }
+
+ private final int parallelism1;
+ private final int parallelism2;
+
+ private MiniClusterWithClientResource cluster;
+
+ public ChangelogRescalingITCase(int parallelism1, int parallelism2) {
+ this.parallelism1 = parallelism1;
+ this.parallelism2 = parallelism2;
+ }
+
+ @Before
+ public void before() throws Exception {
+ Configuration configuration = new Configuration();
+ FsStateChangelogStorageFactory.configure(configuration,
temporaryFolder.newFolder());
+ cluster =
+ new MiniClusterWithClientResource(
+ new MiniClusterResourceConfiguration.Builder()
+ .setConfiguration(configuration)
+
.setNumberSlotsPerTaskManager(Math.max(parallelism1, parallelism2))
+ .build());
+ cluster.before();
+ }
+
+ @After
+ public void after() {
+ if (cluster != null) {
+ cluster.after();
+ cluster = null;
+ }
+ }
+
+ @Test
+ public void test() throws Exception {
+ // before rescale
+ File cpDir1 = temporaryFolder.newFolder();
+ JobID jobID1 = submit(configureJob(parallelism1, cpDir1), graph -> {});
+
+ Thread.sleep(ACCUMULATE_TIME_MILLIS);
+ File cpLocation = checkpointAndCancel(jobID1, cpDir1);
+
+ // rescale and checkpoint to verify
+ JobID jobID2 =
+ submit(
+ configureJob(parallelism2,
temporaryFolder.newFolder()),
+ graph ->
+ graph.setSavepointRestoreSettings(
+
forPath(cpLocation.toURI().toString())));
+ waitForAllTaskRunning(cluster.getMiniCluster(), jobID2, true);
+ cluster.getClusterClient().cancel(jobID2).get();
+ }
+
+ private JobID submit(Configuration conf, Consumer<JobGraph> updateGraph)
+ throws InterruptedException, ExecutionException {
+ JobGraph jobGraph = createJobGraph(conf);
+ updateGraph.accept(jobGraph);
+ return cluster.getClusterClient().submitJob(jobGraph).get();
+ }
+
+ private JobGraph createJobGraph(Configuration conf) {
+ StreamExecutionEnvironment env =
StreamExecutionEnvironment.getExecutionEnvironment(conf);
+ SingleOutputStreamOperator<TestEvent> map =
+ env.fromSource(
+ new ThrottlingNumberSequenceSource(
+ 0, Long.MAX_VALUE,
EVENTS_PER_SECOND_PER_READER),
+ WatermarkStrategy.noWatermarks(),
+ "Sequence Source")
+ .keyBy(ChangelogRescalingITCase::key)
+ .map(
+ el -> {
+ // Thread.sleep(100); // don't block
barriers
+ byte[] bytes = new byte[PAYLOAD_SIZE];
+
ThreadLocalRandom.current().nextBytes(bytes);
+ return new TestEvent(el, bytes);
+ });
+ DataStreamUtils.reinterpretAsKeyedStream(map, e -> key(e.id))
+ .window(SlidingProcessingTimeWindows.of(WINDOW_SIZE,
WINDOW_SLIDE))
+ .process(
+ new ProcessWindowFunction<TestEvent, String, Long,
TimeWindow>() {
+ @Override
+ public void process(
+ Long key,
+ ProcessWindowFunction<TestEvent, String,
Long, TimeWindow>
+ .Context
+ context,
+ Iterable<TestEvent> elements,
+ Collector<String> out) {}
+ })
+ .addSink(new DiscardingSink<>());
+
+ return env.getStreamGraph().getJobGraph();
+ }
+
+ private static long key(Long num) {
+ return num % 1000;
+ }
+
+ private Configuration configureJob(int parallelism, File cpDir) {
+ Configuration conf = new Configuration();
+
+ conf.set(EXTERNALIZED_CHECKPOINT, RETAIN_ON_CANCELLATION);
+ conf.set(DEFAULT_PARALLELISM, parallelism);
+ conf.set(ENABLE_STATE_CHANGE_LOG, true);
+ conf.set(CHECKPOINTING_MODE, CheckpointingMode.EXACTLY_ONCE);
+ conf.set(CHECKPOINTING_INTERVAL, Duration.ofMillis(10));
+ conf.set(CHECKPOINT_STORAGE, "filesystem");
+ conf.set(CHECKPOINTS_DIRECTORY, cpDir.toURI().toString());
+ conf.set(STATE_BACKEND, "hashmap");
+ conf.set(LOCAL_RECOVERY, false); // not supported by changelog
+ // tune changelog
+ conf.set(PREEMPTIVE_PERSIST_THRESHOLD, MemorySize.ofMebiBytes(10));
+ conf.set(PERIODIC_MATERIALIZATION_INTERVAL, Duration.ofMinutes(3));
+ // tune flink
+ conf.set(FS_SMALL_FILE_THRESHOLD, MemorySize.ofMebiBytes(1));
+ conf.set(OBJECT_REUSE, true);
+
+ conf.set(ENABLE_UNALIGNED, true); // speedup
+ conf.set(ALIGNED_CHECKPOINT_TIMEOUT, Duration.ZERO); // prevent
randomization
+ conf.set(BUFFER_DEBLOAT_ENABLED, false); // prevent randomization
+ conf.set(RESTART_STRATEGY, "none"); // not expecting any failures
+
+ return conf;
+ }
+
+ private static final class TestEvent implements Serializable {
+ private final long id;
+
+ @SuppressWarnings({"FieldCanBeLocal", "unused"})
+ private final byte[] payload;
+
+ private TestEvent(long id, byte[] payload) {
+ this.id = id;
+ this.payload = payload;
+ }
+ }
+
+ private static class ThrottlingNumberSequenceSource extends
NumberSequenceSource {
+ private final int numbersPerSecond;
+
+ public ThrottlingNumberSequenceSource(long from, long to, int
numbersPerSecondPerReader) {
+ super(from, to);
+ this.numbersPerSecond = numbersPerSecondPerReader;
+ }
+
+ @Override
+ public SourceReader<Long, NumberSequenceSplit> createReader(
+ SourceReaderContext readerContext) {
+ return new ThrottlingIteratorSourceReader<>(
+ readerContext, new SourceRateLimiter(numbersPerSecond));
+ }
+ }
+
+ private static class ThrottlingIteratorSourceReader<
+ E, IterT extends Iterator<E>, SplitT extends
IteratorSourceSplit<E, IterT>>
+ extends IteratorSourceReader<E, IterT, SplitT> {
+ private final SourceRateLimiter rateLimiter;
+
+ public ThrottlingIteratorSourceReader(
+ SourceReaderContext context, SourceRateLimiter rateLimiter) {
+ super(context);
+ this.rateLimiter = rateLimiter;
+ }
+
+ @Override
+ public InputStatus pollNext(ReaderOutput<E> output) {
+ if (rateLimiter.request()) {
+ return super.pollNext(output);
+ } else {
+ return InputStatus.NOTHING_AVAILABLE;
+ }
+ }
+ }
+
+ private static final class SourceRateLimiter {
+ private final AtomicBoolean newTokensAdded = new AtomicBoolean(false);
+ private final int tokensToAdd;
+ private int tokensAvailable;
+
+ public SourceRateLimiter(int tokensPerSecond) {
+ this(
+ tokensPerSecond < 10 ? 1000 : 100,
+ tokensPerSecond < 10 ? tokensPerSecond : tokensPerSecond /
10);
+ }
+
+ public SourceRateLimiter(int intervalMs, int tokensToAdd) {
+ checkArgument(intervalMs > 0);
+ checkArgument(tokensToAdd > 0);
+ this.tokensToAdd = tokensToAdd;
+ this.tokensAvailable = tokensToAdd;
+ new Timer("source-limiter", true)
+ .scheduleAtFixedRate(
+ new TimerTask() {
+ @Override
+ public void run() {
+ newTokensAdded.set(true); // "catch up" is
ok
+ }
+ },
+ intervalMs,
+ intervalMs);
+ }
+
+ public boolean request() {
+ if (tokensAvailable == 0 && newTokensAdded.compareAndSet(true,
false)) {
+ tokensAvailable = tokensToAdd;
+ }
+ if (tokensAvailable > 0) {
+ tokensAvailable--;
+ return true;
+ } else {
+ return false;
+ }
+ }
+ }
+
+ private File checkpointAndCancel(JobID jobID, File cpDir)
+ throws IOException, InterruptedException, ExecutionException {
+ while (!getMostRecentCompletedCheckpointMaybe(cpDir).isPresent()) {
+ checkStatus(jobID);
+ Thread.sleep(50);
+ }
+ cluster.getClusterClient().cancel(jobID).get();
+ checkStatus(jobID);
+ return getMostRecentCompletedCheckpoint(cpDir);
+ }
+
+ private void checkStatus(JobID jobID) throws InterruptedException,
ExecutionException {
+ if
(cluster.getClusterClient().getJobStatus(jobID).get().isGloballyTerminalState())
{
+ cluster.getClusterClient()
+ .requestJobResult(jobID)
+ .get()
+ .getSerializedThrowable()
+ .ifPresent(
+ serializedThrowable -> {
+ throw new
RuntimeException(serializedThrowable);
+ });
+ }
+ }
+}
