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hudi-client/hudi-spark-client/src/test/java/org/apache/hudi/table/TestCleaner.java
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.../src/test/java/org/apache/hudi/table/action/clean/TestCleanerInsertAndCleanByCommits.java
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/* | ||
* 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. | ||
*/ | ||
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package org.apache.hudi.table.action.clean; | ||
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import org.apache.hudi.client.SparkRDDWriteClient; | ||
import org.apache.hudi.client.WriteStatus; | ||
import org.apache.hudi.client.transaction.lock.InProcessLockProvider; | ||
import org.apache.hudi.common.fs.ConsistencyGuardConfig; | ||
import org.apache.hudi.common.model.HoodieCleaningPolicy; | ||
import org.apache.hudi.common.model.HoodieFileGroup; | ||
import org.apache.hudi.common.model.HoodieRecord; | ||
import org.apache.hudi.common.model.HoodieTableType; | ||
import org.apache.hudi.common.table.HoodieTableMetaClient; | ||
import org.apache.hudi.common.table.timeline.HoodieInstant; | ||
import org.apache.hudi.common.table.timeline.HoodieTimeline; | ||
import org.apache.hudi.common.table.view.TableFileSystemView; | ||
import org.apache.hudi.common.testutils.HoodieTestDataGenerator; | ||
import org.apache.hudi.common.util.Option; | ||
import org.apache.hudi.config.HoodieCleanConfig; | ||
import org.apache.hudi.config.HoodieLockConfig; | ||
import org.apache.hudi.config.HoodieWriteConfig; | ||
import org.apache.hudi.table.HoodieSparkTable; | ||
import org.apache.hudi.table.HoodieTable; | ||
import org.apache.hudi.testutils.SparkClientFunctionalTestHarness; | ||
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import org.apache.log4j.LogManager; | ||
import org.apache.log4j.Logger; | ||
import org.apache.spark.api.java.JavaRDD; | ||
import org.junit.jupiter.api.Test; | ||
import org.junit.jupiter.params.ParameterizedTest; | ||
import org.junit.jupiter.params.provider.ValueSource; | ||
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import java.io.IOException; | ||
import java.util.HashSet; | ||
import java.util.List; | ||
import java.util.Set; | ||
import java.util.stream.Collectors; | ||
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import static org.apache.hudi.common.testutils.HoodieTestTable.makeNewCommitTime; | ||
import static org.apache.hudi.table.TestCleaner.insertFirstBigBatchForClientCleanerTest; | ||
import static org.apache.hudi.testutils.Assertions.assertNoWriteErrors; | ||
import static org.apache.hudi.testutils.HoodieClientTestBase.Function2; | ||
import static org.apache.hudi.testutils.HoodieClientTestBase.Function3; | ||
import static org.apache.hudi.testutils.HoodieClientTestBase.wrapRecordsGenFunctionForPreppedCalls; | ||
import static org.junit.jupiter.api.Assertions.assertEquals; | ||
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public class TestCleanerInsertAndCleanByCommits extends SparkClientFunctionalTestHarness { | ||
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private static final Logger LOG = LogManager.getLogger(TestCleanerInsertAndCleanByCommits.class); | ||
private static final int BATCH_SIZE = 100; | ||
private static final int PARALLELISM = 2; | ||
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/** | ||
* Test Clean-By-Commits using insert/upsert API. | ||
*/ | ||
@ParameterizedTest | ||
@ValueSource(booleans = {true, false}) | ||
public void testInsertAndCleanByCommits(boolean isAsync) throws Exception { | ||
testInsertAndCleanByCommits(SparkRDDWriteClient::insert, SparkRDDWriteClient::upsert, false, isAsync); | ||
} | ||
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/** | ||
* Test Clean-By-Commits using prepped version of insert/upsert API. | ||
*/ | ||
@Test | ||
public void testInsertPreppedAndCleanByCommits() throws Exception { | ||
testInsertAndCleanByCommits(SparkRDDWriteClient::insertPreppedRecords, SparkRDDWriteClient::upsertPreppedRecords, | ||
true, false); | ||
} | ||
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/** | ||
* Test Clean-By-Commits using prepped versions of bulk-insert/upsert API. | ||
*/ | ||
@Test | ||
public void testBulkInsertPreppedAndCleanByCommits() throws Exception { | ||
testInsertAndCleanByCommits( | ||
(client, recordRDD, instantTime) -> client.bulkInsertPreppedRecords(recordRDD, instantTime, Option.empty()), | ||
SparkRDDWriteClient::upsertPreppedRecords, true, false); | ||
} | ||
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/** | ||
* Test Clean-By-Commits using bulk-insert/upsert API. | ||
*/ | ||
@Test | ||
public void testBulkInsertAndCleanByCommits() throws Exception { | ||
testInsertAndCleanByCommits(SparkRDDWriteClient::bulkInsert, SparkRDDWriteClient::upsert, false, false); | ||
} | ||
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/** | ||
* Test Helper for Cleaning by versions logic from HoodieWriteClient API perspective. | ||
* | ||
* @param insertFn Insert API to be tested | ||
* @param upsertFn Upsert API to be tested | ||
* @param isPreppedAPI Flag to indicate if a prepped-version is used. If true, a wrapper function will be used during | ||
* record generation to also tag the regards (de-dupe is implicit as we use unique record-gen APIs) | ||
* @throws Exception in case of errors | ||
*/ | ||
private void testInsertAndCleanByCommits( | ||
Function3<JavaRDD<WriteStatus>, SparkRDDWriteClient, JavaRDD<HoodieRecord>, String> insertFn, | ||
Function3<JavaRDD<WriteStatus>, SparkRDDWriteClient, JavaRDD<HoodieRecord>, String> upsertFn, boolean isPreppedAPI, boolean isAsync) | ||
throws Exception { | ||
int maxCommits = 3; // keep upto 3 commits from the past | ||
HoodieWriteConfig cfg = getConfigBuilder(true) | ||
.withCleanConfig(HoodieCleanConfig.newBuilder() | ||
.withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_COMMITS) | ||
.withAsyncClean(isAsync).retainCommits(maxCommits).build()) | ||
.withParallelism(PARALLELISM, PARALLELISM) | ||
.withBulkInsertParallelism(PARALLELISM) | ||
.withFinalizeWriteParallelism(PARALLELISM) | ||
.withDeleteParallelism(PARALLELISM) | ||
.withConsistencyGuardConfig(ConsistencyGuardConfig.newBuilder().withConsistencyCheckEnabled(true).build()) | ||
.withLockConfig(HoodieLockConfig.newBuilder().withLockProvider(InProcessLockProvider.class).build()) | ||
.build(); | ||
final SparkRDDWriteClient client = getHoodieWriteClient(cfg); | ||
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final HoodieTestDataGenerator dataGen = new HoodieTestDataGenerator(System.nanoTime()); | ||
final Function2<List<HoodieRecord>, String, Integer> recordInsertGenWrappedFunction = isPreppedAPI | ||
? wrapRecordsGenFunctionForPreppedCalls(basePath(), hadoopConf(), context(), cfg, dataGen::generateInserts) | ||
: dataGen::generateInserts; | ||
final Function2<List<HoodieRecord>, String, Integer> recordUpsertGenWrappedFunction = isPreppedAPI | ||
? wrapRecordsGenFunctionForPreppedCalls(basePath(), hadoopConf(), context(), cfg, dataGen::generateUniqueUpdates) | ||
: dataGen::generateUniqueUpdates; | ||
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HoodieTableMetaClient metaClient = getHoodieMetaClient(HoodieTableType.COPY_ON_WRITE); | ||
insertFirstBigBatchForClientCleanerTest(context(), metaClient, client, recordInsertGenWrappedFunction, insertFn); | ||
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// Keep doing some writes and clean inline. Make sure we have expected number of files remaining. | ||
for (int i = 0; i < 8; i++) { | ||
String newCommitTime = makeNewCommitTime(); | ||
try { | ||
client.startCommitWithTime(newCommitTime); | ||
List<HoodieRecord> records = recordUpsertGenWrappedFunction.apply(newCommitTime, BATCH_SIZE); | ||
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List<WriteStatus> statuses = upsertFn.apply(client, jsc().parallelize(records, PARALLELISM), newCommitTime).collect(); | ||
// Verify there are no errors | ||
assertNoWriteErrors(statuses); | ||
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metaClient = HoodieTableMetaClient.reload(metaClient); | ||
HoodieTable table1 = HoodieSparkTable.create(cfg, context(), metaClient); | ||
HoodieTimeline activeTimeline = table1.getCompletedCommitsTimeline(); | ||
HoodieInstant lastInstant = activeTimeline.lastInstant().get(); | ||
if (cfg.isAsyncClean()) { | ||
activeTimeline = activeTimeline.findInstantsBefore(lastInstant.getTimestamp()); | ||
} | ||
// NOTE: See CleanPlanner#getFilesToCleanKeepingLatestCommits. We explicitly keep one commit before earliest | ||
// commit | ||
Option<HoodieInstant> earliestRetainedCommit = activeTimeline.nthFromLastInstant(maxCommits); | ||
Set<HoodieInstant> acceptableCommits = activeTimeline.getInstants().collect(Collectors.toSet()); | ||
if (earliestRetainedCommit.isPresent()) { | ||
acceptableCommits | ||
.removeAll(activeTimeline.findInstantsInRange("000", earliestRetainedCommit.get().getTimestamp()) | ||
.getInstants().collect(Collectors.toSet())); | ||
acceptableCommits.add(earliestRetainedCommit.get()); | ||
} | ||
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TableFileSystemView fsView = table1.getFileSystemView(); | ||
// Need to ensure the following | ||
for (String partitionPath : dataGen.getPartitionPaths()) { | ||
List<HoodieFileGroup> fileGroups = fsView.getAllFileGroups(partitionPath).collect(Collectors.toList()); | ||
for (HoodieFileGroup fileGroup : fileGroups) { | ||
Set<String> commitTimes = new HashSet<>(); | ||
fileGroup.getAllBaseFiles().forEach(value -> { | ||
LOG.debug("Data File - " + value); | ||
commitTimes.add(value.getCommitTime()); | ||
}); | ||
if (cfg.isAsyncClean()) { | ||
commitTimes.remove(lastInstant.getTimestamp()); | ||
} | ||
assertEquals(acceptableCommits.stream().map(HoodieInstant::getTimestamp).collect(Collectors.toSet()), commitTimes, | ||
"Only contain acceptable versions of file should be present"); | ||
} | ||
} | ||
} catch (IOException ioe) { | ||
throw new RuntimeException(ioe); | ||
} | ||
} | ||
} | ||
} |
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