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[HUDI-3675] Adding post write termination strategy to deltastreamer c…
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…ontinuous mode (#5073)

- Added a postWriteTerminationStrategy to deltastreamer continuous mode. One can enable by setting the appropriate termination strategy using DeltastreamerConfig.postWriteTerminationStrategyClass. If not, continuous mode is expected to run forever.
- Added one concrete impl for termination strategy as NoNewDataTerminationStrategy which shuts down deltastreamer if there is no new data to consume from source for N consecutive rounds.
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nsivabalan authored May 6, 2022
1 parent c319ee9 commit 52fe1c9
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Showing 6 changed files with 209 additions and 3 deletions.
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Expand Up @@ -43,6 +43,7 @@
import org.apache.hudi.common.util.ClusteringUtils;
import org.apache.hudi.common.util.CompactionUtils;
import org.apache.hudi.common.util.Option;
import org.apache.hudi.common.util.StringUtils;
import org.apache.hudi.common.util.ValidationUtils;
import org.apache.hudi.common.util.collection.Pair;
import org.apache.hudi.config.HoodieClusteringConfig;
Expand Down Expand Up @@ -403,6 +404,9 @@ public static class Config implements Serializable {
+ "https://spark.apache.org/docs/latest/job-scheduling.html")
public Integer clusterSchedulingMinShare = 0;

@Parameter(names = {"--post-write-termination-strategy-class"}, description = "Post writer termination strategy class to gracefully shutdown deltastreamer in continuous mode")
public String postWriteTerminationStrategyClass = "";

public boolean isAsyncCompactionEnabled() {
return continuousMode && !forceDisableCompaction
&& HoodieTableType.MERGE_ON_READ.equals(HoodieTableType.valueOf(tableType));
Expand Down Expand Up @@ -603,13 +607,17 @@ public static class DeltaSyncService extends HoodieAsyncService {
*/
private transient DeltaSync deltaSync;

private final Option<PostWriteTerminationStrategy> postWriteTerminationStrategy;

public DeltaSyncService(Config cfg, JavaSparkContext jssc, FileSystem fs, Configuration conf,
Option<TypedProperties> properties) throws IOException {
this.cfg = cfg;
this.jssc = jssc;
this.sparkSession = SparkSession.builder().config(jssc.getConf()).getOrCreate();
this.asyncCompactService = Option.empty();
this.asyncClusteringService = Option.empty();
this.postWriteTerminationStrategy = StringUtils.isNullOrEmpty(cfg.postWriteTerminationStrategyClass) ? Option.empty() :
TerminationStrategyUtils.createPostWriteTerminationStrategy(properties.get(), cfg.postWriteTerminationStrategyClass);

if (fs.exists(new Path(cfg.targetBasePath))) {
HoodieTableMetaClient meta =
Expand Down Expand Up @@ -695,6 +703,14 @@ protected Pair<CompletableFuture, ExecutorService> startService() {
}
}
}
// check if deltastreamer need to be shutdown
if (postWriteTerminationStrategy.isPresent()) {
if (postWriteTerminationStrategy.get().shouldShutdown(scheduledCompactionInstantAndRDD.isPresent() ? Option.of(scheduledCompactionInstantAndRDD.get().getRight()) :
Option.empty())) {
error = true;
shutdown(false);
}
}
long toSleepMs = cfg.minSyncIntervalSeconds * 1000 - (System.currentTimeMillis() - start);
if (toSleepMs > 0) {
LOG.info("Last sync ran less than min sync interval: " + cfg.minSyncIntervalSeconds + " s, sleep: "
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@@ -0,0 +1,56 @@
/*
* 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.hudi.utilities.deltastreamer;

import org.apache.hudi.client.WriteStatus;
import org.apache.hudi.common.config.TypedProperties;
import org.apache.hudi.common.util.Option;

import org.apache.log4j.LogManager;
import org.apache.log4j.Logger;
import org.apache.spark.api.java.JavaRDD;

/**
* Post writer termination strategy for deltastreamer in continuous mode. This strategy is based on no new data for consecutive number of times.
*/
public class NoNewDataTerminationStrategy implements PostWriteTerminationStrategy {

private static final Logger LOG = LogManager.getLogger(NoNewDataTerminationStrategy.class);

public static final String MAX_ROUNDS_WITHOUT_NEW_DATA_TO_SHUTDOWN = "max.rounds.without.new.data.to.shutdown";
public static final int DEFAULT_MAX_ROUNDS_WITHOUT_NEW_DATA_TO_SHUTDOWN = 3;

private final int numTimesNoNewDataToShutdown;
private int numTimesNoNewData = 0;

public NoNewDataTerminationStrategy(TypedProperties properties) {
numTimesNoNewDataToShutdown = properties.getInteger(MAX_ROUNDS_WITHOUT_NEW_DATA_TO_SHUTDOWN, DEFAULT_MAX_ROUNDS_WITHOUT_NEW_DATA_TO_SHUTDOWN);
}

@Override
public boolean shouldShutdown(Option<JavaRDD<WriteStatus>> writeStatuses) {
numTimesNoNewData = writeStatuses.isPresent() ? 0 : numTimesNoNewData + 1;
if (numTimesNoNewData >= numTimesNoNewDataToShutdown) {
LOG.info("Shutting down on continuous mode as there is no new data for " + numTimesNoNewData);
return true;
}
return false;
}
}
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@@ -0,0 +1,39 @@
/*
* 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.hudi.utilities.deltastreamer;

import org.apache.hudi.client.WriteStatus;
import org.apache.hudi.common.util.Option;

import org.apache.spark.api.java.JavaRDD;

/**
* Post write termination strategy for deltastreamer in continuous mode.
*/
public interface PostWriteTerminationStrategy {

/**
* Returns whether deltastreamer needs to be shutdown.
* @param writeStatuses optional pair of scheduled compaction instant and write statuses.
* @return true if deltastreamer has to be shutdown. false otherwise.
*/
boolean shouldShutdown(Option<JavaRDD<WriteStatus>> writeStatuses);

}
Original file line number Diff line number Diff line change
@@ -0,0 +1,45 @@
/*
* 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.hudi.utilities.deltastreamer;

import org.apache.hudi.common.config.TypedProperties;
import org.apache.hudi.common.util.Option;
import org.apache.hudi.common.util.ReflectionUtils;
import org.apache.hudi.common.util.StringUtils;
import org.apache.hudi.exception.HoodieException;

public class TerminationStrategyUtils {

/**
* Create a PostWriteTerminationStrategy class via reflection,
* <br>
* if the class name of PostWriteTerminationStrategy is configured through the {@link HoodieDeltaStreamer.Config#postWriteTerminationStrategyClass}.
*/
public static Option<PostWriteTerminationStrategy> createPostWriteTerminationStrategy(TypedProperties properties, String postWriteTerminationStrategyClass)
throws HoodieException {
try {
return StringUtils.isNullOrEmpty(postWriteTerminationStrategyClass)
? Option.empty() :
Option.of((PostWriteTerminationStrategy) ReflectionUtils.loadClass(postWriteTerminationStrategyClass, properties));
} catch (Throwable e) {
throw new HoodieException("Could not create PostWritTerminationStrategy class " + postWriteTerminationStrategyClass, e);
}
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -60,6 +60,7 @@
import org.apache.hudi.utilities.HoodieIndexer;
import org.apache.hudi.utilities.deltastreamer.DeltaSync;
import org.apache.hudi.utilities.deltastreamer.HoodieDeltaStreamer;
import org.apache.hudi.utilities.deltastreamer.NoNewDataTerminationStrategy;
import org.apache.hudi.utilities.schema.FilebasedSchemaProvider;
import org.apache.hudi.utilities.schema.SchemaProvider;
import org.apache.hudi.utilities.schema.SparkAvroPostProcessor;
Expand Down Expand Up @@ -738,18 +739,30 @@ public void testUpsertsCOWContinuousMode() throws Exception {
testUpsertsContinuousMode(HoodieTableType.COPY_ON_WRITE, "continuous_cow");
}

@Test
public void testUpsertsCOWContinuousModeShutdownGracefully() throws Exception {
testUpsertsContinuousMode(HoodieTableType.COPY_ON_WRITE, "continuous_cow", true);
}

@Test
public void testUpsertsMORContinuousMode() throws Exception {
testUpsertsContinuousMode(HoodieTableType.MERGE_ON_READ, "continuous_mor");
}

private void testUpsertsContinuousMode(HoodieTableType tableType, String tempDir) throws Exception {
testUpsertsContinuousMode(tableType, tempDir, false);
}

private void testUpsertsContinuousMode(HoodieTableType tableType, String tempDir, boolean testShutdownGracefully) throws Exception {
String tableBasePath = dfsBasePath + "/" + tempDir;
// Keep it higher than batch-size to test continuous mode
int totalRecords = 3000;
// Initial bulk insert
HoodieDeltaStreamer.Config cfg = TestHelpers.makeConfig(tableBasePath, WriteOperationType.UPSERT);
cfg.continuousMode = true;
if (testShutdownGracefully) {
cfg.postWriteTerminationStrategyClass = NoNewDataTerminationStrategy.class.getName();
}
cfg.tableType = tableType.name();
cfg.configs.add(String.format("%s=%d", SourceConfigs.MAX_UNIQUE_RECORDS_PROP, totalRecords));
cfg.configs.add(String.format("%s=false", HoodieCompactionConfig.AUTO_CLEAN.key()));
Expand All @@ -763,6 +776,9 @@ private void testUpsertsContinuousMode(HoodieTableType tableType, String tempDir
}
TestHelpers.assertRecordCount(totalRecords, tableBasePath, sqlContext);
TestHelpers.assertDistanceCount(totalRecords, tableBasePath, sqlContext);
if (testShutdownGracefully) {
TestDataSource.returnEmptyBatch = true;
}
return true;
});
}
Expand All @@ -781,8 +797,35 @@ static void deltaStreamerTestRunner(HoodieDeltaStreamer ds, HoodieDeltaStreamer.
}
});
TestHelpers.waitTillCondition(condition, dsFuture, 360);
ds.shutdownGracefully();
dsFuture.get();
if (cfg != null && !cfg.postWriteTerminationStrategyClass.isEmpty()) {
awaitDeltaStreamerShutdown(ds);
} else {
ds.shutdownGracefully();
dsFuture.get();
}
}

static void awaitDeltaStreamerShutdown(HoodieDeltaStreamer ds) throws InterruptedException {
// await until deltastreamer shuts down on its own
boolean shutDownRequested = false;
int timeSoFar = 0;
while (!shutDownRequested) {
shutDownRequested = ds.getDeltaSyncService().isShutdownRequested();
Thread.sleep(500);
timeSoFar += 500;
if (timeSoFar > (2 * 60 * 1000)) {
Assertions.fail("Deltastreamer should have shutdown by now");
}
}
boolean shutdownComplete = false;
while (!shutdownComplete) {
shutdownComplete = ds.getDeltaSyncService().isShutdown();
Thread.sleep(500);
timeSoFar += 500;
if (timeSoFar > (2 * 60 * 1000)) {
Assertions.fail("Deltastreamer should have shutdown by now");
}
}
}

static void deltaStreamerTestRunner(HoodieDeltaStreamer ds, Function<Boolean, Boolean> condition) throws Exception {
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -39,11 +39,14 @@
public class TestDataSource extends AbstractBaseTestSource {

private static final Logger LOG = LogManager.getLogger(TestDataSource.class);
public static boolean returnEmptyBatch = false;
private static int counter = 0;

public TestDataSource(TypedProperties props, JavaSparkContext sparkContext, SparkSession sparkSession,
SchemaProvider schemaProvider) {
super(props, sparkContext, sparkSession, schemaProvider);
initDataGen();
returnEmptyBatch = false;
}

@Override
Expand All @@ -54,9 +57,13 @@ protected InputBatch<JavaRDD<GenericRecord>> fetchNewData(Option<String> lastChe
LOG.info("Source Limit is set to " + sourceLimit);

// No new data.
if (sourceLimit <= 0) {
if (sourceLimit <= 0 || returnEmptyBatch) {
LOG.warn("Return no new data from Test Data source " + counter + ", source limit " + sourceLimit);
return new InputBatch<>(Option.empty(), lastCheckpointStr.orElse(null));
} else {
LOG.warn("Returning valid data from Test Data source " + counter + ", source limit " + sourceLimit);
}
counter++;

List<GenericRecord> records =
fetchNextBatch(props, (int) sourceLimit, instantTime, DEFAULT_PARTITION_NUM).collect(Collectors.toList());
Expand Down

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