| /* |
| * 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.table; |
| |
| import org.apache.hudi.avro.model.HoodieActionInstant; |
| import org.apache.hudi.avro.model.HoodieCleanMetadata; |
| import org.apache.hudi.avro.model.HoodieCleanPartitionMetadata; |
| import org.apache.hudi.avro.model.HoodieCleanerPlan; |
| import org.apache.hudi.avro.model.HoodieCompactionPlan; |
| import org.apache.hudi.avro.model.HoodieFileStatus; |
| import org.apache.hudi.client.HoodieWriteClient; |
| import org.apache.hudi.client.WriteStatus; |
| import org.apache.hudi.common.HoodieCleanStat; |
| import org.apache.hudi.common.bootstrap.TestBootstrapIndex; |
| import org.apache.hudi.common.fs.ConsistencyGuardConfig; |
| import org.apache.hudi.common.fs.FSUtils; |
| import org.apache.hudi.common.model.BootstrapFileMapping; |
| import org.apache.hudi.common.model.FileSlice; |
| import org.apache.hudi.common.model.HoodieBaseFile; |
| import org.apache.hudi.common.model.HoodieCleaningPolicy; |
| import org.apache.hudi.common.model.HoodieCommitMetadata; |
| import org.apache.hudi.common.model.HoodieFileGroup; |
| import org.apache.hudi.common.model.HoodieFileGroupId; |
| import org.apache.hudi.common.model.HoodieRecord; |
| import org.apache.hudi.common.model.HoodieTableType; |
| import org.apache.hudi.common.model.HoodieWriteStat; |
| import org.apache.hudi.common.model.IOType; |
| import org.apache.hudi.common.table.HoodieTableMetaClient; |
| import org.apache.hudi.common.table.timeline.HoodieActiveTimeline; |
| import org.apache.hudi.common.table.timeline.HoodieInstant; |
| import org.apache.hudi.common.table.timeline.HoodieInstant.State; |
| import org.apache.hudi.common.table.timeline.HoodieTimeline; |
| import org.apache.hudi.common.table.timeline.TimelineMetadataUtils; |
| import org.apache.hudi.common.table.timeline.versioning.clean.CleanMetadataMigrator; |
| import org.apache.hudi.common.table.timeline.versioning.clean.CleanPlanMigrator; |
| import org.apache.hudi.common.table.timeline.versioning.clean.CleanPlanV1MigrationHandler; |
| import org.apache.hudi.common.table.view.TableFileSystemView; |
| import org.apache.hudi.common.testutils.HoodieTestDataGenerator; |
| import org.apache.hudi.common.testutils.HoodieTestTable; |
| import org.apache.hudi.common.testutils.HoodieTestUtils; |
| import org.apache.hudi.common.util.CleanerUtils; |
| import org.apache.hudi.common.util.CollectionUtils; |
| import org.apache.hudi.common.util.CompactionUtils; |
| import org.apache.hudi.common.util.Option; |
| import org.apache.hudi.common.util.collection.Pair; |
| import org.apache.hudi.config.HoodieCompactionConfig; |
| import org.apache.hudi.config.HoodieWriteConfig; |
| import org.apache.hudi.exception.HoodieIOException; |
| import org.apache.hudi.index.HoodieIndex; |
| import org.apache.hudi.table.action.clean.CleanPlanner; |
| import org.apache.hudi.testutils.HoodieClientTestBase; |
| |
| import org.apache.hadoop.fs.FSDataOutputStream; |
| import org.apache.hadoop.fs.Path; |
| 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.Arguments; |
| import org.junit.jupiter.params.provider.MethodSource; |
| import org.junit.jupiter.params.provider.ValueSource; |
| |
| import java.io.File; |
| import java.io.IOException; |
| import java.nio.charset.StandardCharsets; |
| import java.nio.file.Files; |
| import java.nio.file.Paths; |
| import java.util.ArrayList; |
| import java.util.Arrays; |
| import java.util.Collections; |
| import java.util.HashMap; |
| import java.util.HashSet; |
| import java.util.List; |
| import java.util.Map; |
| import java.util.Set; |
| import java.util.TreeSet; |
| import java.util.UUID; |
| import java.util.function.Predicate; |
| import java.util.stream.Collectors; |
| import java.util.stream.Stream; |
| |
| import scala.Tuple3; |
| |
| import static org.apache.hudi.common.testutils.HoodieTestTable.makeIncrementalCommitTimes; |
| import static org.apache.hudi.common.testutils.HoodieTestTable.makeNewCommitTime; |
| import static org.apache.hudi.common.testutils.HoodieTestUtils.DEFAULT_PARTITION_PATHS; |
| import static org.apache.hudi.testutils.Assertions.assertNoWriteErrors; |
| import static org.junit.jupiter.api.Assertions.assertEquals; |
| import static org.junit.jupiter.api.Assertions.assertFalse; |
| import static org.junit.jupiter.api.Assertions.assertNull; |
| import static org.junit.jupiter.api.Assertions.assertTrue; |
| |
| /** |
| * Test Cleaning related logic. |
| */ |
| public class TestCleaner extends HoodieClientTestBase { |
| |
| private static final int BIG_BATCH_INSERT_SIZE = 500; |
| private static final Logger LOG = LogManager.getLogger(TestCleaner.class); |
| |
| /** |
| * Helper method to do first batch of insert for clean by versions/commits tests. |
| * |
| * @param cfg Hoodie Write Config |
| * @param client Hoodie Client |
| * @param recordGenFunction Function to generate records for insertion |
| * @param insertFn Insertion API for testing |
| * @throws Exception in case of error |
| */ |
| private void insertFirstBigBatchForClientCleanerTest(HoodieWriteConfig cfg, HoodieWriteClient client, |
| Function2<List<HoodieRecord>, String, Integer> recordGenFunction, |
| Function3<JavaRDD<WriteStatus>, HoodieWriteClient, JavaRDD<HoodieRecord>, String> insertFn, |
| HoodieCleaningPolicy cleaningPolicy) throws Exception { |
| |
| /* |
| * do a big insert (this is basically same as insert part of upsert, just adding it here so we can catch breakages |
| * in insert(), if the implementation diverges.) |
| */ |
| String newCommitTime = client.startCommit(); |
| |
| List<HoodieRecord> records = recordGenFunction.apply(newCommitTime, BIG_BATCH_INSERT_SIZE); |
| JavaRDD<HoodieRecord> writeRecords = jsc.parallelize(records, 5); |
| |
| List<WriteStatus> statuses = insertFn.apply(client, writeRecords, newCommitTime).collect(); |
| // Verify there are no errors |
| assertNoWriteErrors(statuses); |
| |
| // verify that there is a commit |
| metaClient = HoodieTableMetaClient.reload(metaClient); |
| HoodieTimeline timeline = new HoodieActiveTimeline(metaClient).getCommitTimeline(); |
| assertEquals(1, timeline.findInstantsAfter("000", Integer.MAX_VALUE).countInstants(), "Expecting a single commit."); |
| // Should have 100 records in table (check using Index), all in locations marked at commit |
| HoodieTable table = HoodieTable.create(metaClient, client.getConfig(), hadoopConf); |
| |
| assertFalse(table.getCompletedCommitsTimeline().empty()); |
| // We no longer write empty cleaner plans when there is nothing to be cleaned. |
| assertTrue(table.getCompletedCleanTimeline().empty()); |
| |
| HoodieIndex index = HoodieIndex.createIndex(cfg); |
| List<HoodieRecord> taggedRecords = index.tagLocation(jsc.parallelize(records, 1), jsc, table).collect(); |
| checkTaggedRecords(taggedRecords, newCommitTime); |
| } |
| |
| /** |
| * Test Clean-By-Versions using insert/upsert API. |
| */ |
| @Test |
| public void testInsertAndCleanByVersions() throws Exception { |
| testInsertAndCleanByVersions(HoodieWriteClient::insert, HoodieWriteClient::upsert, false); |
| } |
| |
| /** |
| * Test Clean-By-Versions using prepped versions of insert/upsert API. |
| */ |
| @Test |
| public void testInsertPreppedAndCleanByVersions() throws Exception { |
| testInsertAndCleanByVersions(HoodieWriteClient::insertPreppedRecords, HoodieWriteClient::upsertPreppedRecords, |
| true); |
| } |
| |
| /** |
| * Test Clean-By-Versions using bulk-insert/upsert API. |
| */ |
| @Test |
| public void testBulkInsertAndCleanByVersions() throws Exception { |
| testInsertAndCleanByVersions(HoodieWriteClient::bulkInsert, HoodieWriteClient::upsert, false); |
| } |
| |
| /** |
| * Test Clean-By-Versions using prepped versions of bulk-insert/upsert API. |
| */ |
| @Test |
| public void testBulkInsertPreppedAndCleanByVersions() throws Exception { |
| testInsertAndCleanByVersions( |
| (client, recordRDD, instantTime) -> client.bulkInsertPreppedRecords(recordRDD, instantTime, Option.empty()), |
| HoodieWriteClient::upsertPreppedRecords, true); |
| } |
| |
| /** |
| * 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 uniq record-gen APIs) |
| * @throws Exception in case of errors |
| */ |
| private void testInsertAndCleanByVersions( |
| Function3<JavaRDD<WriteStatus>, HoodieWriteClient, JavaRDD<HoodieRecord>, String> insertFn, |
| Function3<JavaRDD<WriteStatus>, HoodieWriteClient, JavaRDD<HoodieRecord>, String> upsertFn, boolean isPreppedAPI) |
| throws Exception { |
| int maxVersions = 2; // keep upto 2 versions for each file |
| HoodieWriteConfig cfg = getConfigBuilder() |
| .withCompactionConfig(HoodieCompactionConfig.newBuilder() |
| .withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_FILE_VERSIONS).retainFileVersions(maxVersions).build()) |
| .withParallelism(1, 1).withBulkInsertParallelism(1).withFinalizeWriteParallelism(1).withDeleteParallelism(1) |
| .withConsistencyGuardConfig(ConsistencyGuardConfig.newBuilder().withConsistencyCheckEnabled(true).build()) |
| .build(); |
| try (HoodieWriteClient client = getHoodieWriteClient(cfg);) { |
| |
| final Function2<List<HoodieRecord>, String, Integer> recordInsertGenWrappedFunction = |
| generateWrapRecordsFn(isPreppedAPI, cfg, dataGen::generateInserts); |
| |
| final Function2<List<HoodieRecord>, String, Integer> recordUpsertGenWrappedFunction = |
| generateWrapRecordsFn(isPreppedAPI, cfg, dataGen::generateUniqueUpdates); |
| |
| insertFirstBigBatchForClientCleanerTest(cfg, client, recordInsertGenWrappedFunction, insertFn, |
| HoodieCleaningPolicy.KEEP_LATEST_FILE_VERSIONS); |
| |
| Map<HoodieFileGroupId, FileSlice> compactionFileIdToLatestFileSlice = new HashMap<>(); |
| metaClient = HoodieTableMetaClient.reload(metaClient); |
| HoodieTable table = HoodieTable.create(metaClient, getConfig(), hadoopConf); |
| for (String partitionPath : dataGen.getPartitionPaths()) { |
| TableFileSystemView fsView = table.getFileSystemView(); |
| Option<Boolean> added = Option.fromJavaOptional(fsView.getAllFileGroups(partitionPath).findFirst().map(fg -> { |
| fg.getLatestFileSlice().map(fs -> compactionFileIdToLatestFileSlice.put(fg.getFileGroupId(), fs)); |
| return true; |
| })); |
| if (added.isPresent()) { |
| // Select only one file-group for compaction |
| break; |
| } |
| } |
| |
| // Create workload with selected file-slices |
| List<Pair<String, FileSlice>> partitionFileSlicePairs = compactionFileIdToLatestFileSlice.entrySet().stream() |
| .map(e -> Pair.of(e.getKey().getPartitionPath(), e.getValue())).collect(Collectors.toList()); |
| HoodieCompactionPlan compactionPlan = |
| CompactionUtils.buildFromFileSlices(partitionFileSlicePairs, Option.empty(), Option.empty()); |
| List<String> instantTimes = makeIncrementalCommitTimes(9); |
| String compactionTime = instantTimes.get(0); |
| table.getActiveTimeline().saveToCompactionRequested( |
| new HoodieInstant(State.REQUESTED, HoodieTimeline.COMPACTION_ACTION, compactionTime), |
| TimelineMetadataUtils.serializeCompactionPlan(compactionPlan)); |
| |
| instantTimes = instantTimes.subList(1, instantTimes.size()); |
| // Keep doing some writes and clean inline. Make sure we have expected number of files |
| // remaining. |
| for (String newInstantTime : instantTimes) { |
| try { |
| client.startCommitWithTime(newInstantTime); |
| List<HoodieRecord> records = recordUpsertGenWrappedFunction.apply(newInstantTime, 100); |
| |
| List<WriteStatus> statuses = upsertFn.apply(client, jsc.parallelize(records, 1), newInstantTime).collect(); |
| // Verify there are no errors |
| assertNoWriteErrors(statuses); |
| |
| metaClient = HoodieTableMetaClient.reload(metaClient); |
| table = HoodieTable.create(metaClient, getConfig(), hadoopConf); |
| HoodieTimeline timeline = table.getMetaClient().getCommitsTimeline(); |
| |
| TableFileSystemView fsView = table.getFileSystemView(); |
| // Need to ensure the following |
| for (String partitionPath : dataGen.getPartitionPaths()) { |
| // compute all the versions of all files, from time 0 |
| HashMap<String, TreeSet<String>> fileIdToVersions = new HashMap<>(); |
| for (HoodieInstant entry : timeline.getInstants().collect(Collectors.toList())) { |
| HoodieCommitMetadata commitMetadata = |
| HoodieCommitMetadata.fromBytes(timeline.getInstantDetails(entry).get(), HoodieCommitMetadata.class); |
| |
| for (HoodieWriteStat wstat : commitMetadata.getWriteStats(partitionPath)) { |
| if (!fileIdToVersions.containsKey(wstat.getFileId())) { |
| fileIdToVersions.put(wstat.getFileId(), new TreeSet<>()); |
| } |
| fileIdToVersions.get(wstat.getFileId()).add(FSUtils.getCommitTime(new Path(wstat.getPath()).getName())); |
| } |
| } |
| |
| List<HoodieFileGroup> fileGroups = fsView.getAllFileGroups(partitionPath).collect(Collectors.toList()); |
| |
| for (HoodieFileGroup fileGroup : fileGroups) { |
| if (compactionFileIdToLatestFileSlice.containsKey(fileGroup.getFileGroupId())) { |
| // Ensure latest file-slice selected for compaction is retained |
| Option<HoodieBaseFile> dataFileForCompactionPresent = |
| Option.fromJavaOptional(fileGroup.getAllBaseFiles().filter(df -> { |
| return compactionFileIdToLatestFileSlice.get(fileGroup.getFileGroupId()).getBaseInstantTime() |
| .equals(df.getCommitTime()); |
| }).findAny()); |
| assertTrue(dataFileForCompactionPresent.isPresent(), |
| "Data File selected for compaction is retained"); |
| } else { |
| // file has no more than max versions |
| String fileId = fileGroup.getFileGroupId().getFileId(); |
| List<HoodieBaseFile> dataFiles = fileGroup.getAllBaseFiles().collect(Collectors.toList()); |
| |
| assertTrue(dataFiles.size() <= maxVersions, |
| "fileId " + fileId + " has more than " + maxVersions + " versions"); |
| |
| // Each file, has the latest N versions (i.e cleaning gets rid of older versions) |
| List<String> commitedVersions = new ArrayList<>(fileIdToVersions.get(fileId)); |
| for (int i = 0; i < dataFiles.size(); i++) { |
| assertEquals((dataFiles.get(i)).getCommitTime(), |
| commitedVersions.get(commitedVersions.size() - 1 - i), |
| "File " + fileId + " does not have latest versions on commits" + commitedVersions); |
| } |
| } |
| } |
| } |
| } catch (IOException ioe) { |
| throw new RuntimeException(ioe); |
| } |
| } |
| } |
| } |
| |
| /** |
| * Test Clean-By-Versions using insert/upsert API. |
| */ |
| @Test |
| public void testInsertAndCleanByCommits() throws Exception { |
| testInsertAndCleanByCommits(HoodieWriteClient::insert, HoodieWriteClient::upsert, false); |
| } |
| |
| /** |
| * Test Clean-By-Versions using prepped version of insert/upsert API. |
| */ |
| @Test |
| public void testInsertPreppedAndCleanByCommits() throws Exception { |
| testInsertAndCleanByCommits(HoodieWriteClient::insertPreppedRecords, HoodieWriteClient::upsertPreppedRecords, true); |
| } |
| |
| /** |
| * Test Clean-By-Versions using prepped versions of bulk-insert/upsert API. |
| */ |
| @Test |
| public void testBulkInsertPreppedAndCleanByCommits() throws Exception { |
| testInsertAndCleanByCommits( |
| (client, recordRDD, instantTime) -> client.bulkInsertPreppedRecords(recordRDD, instantTime, Option.empty()), |
| HoodieWriteClient::upsertPreppedRecords, true); |
| } |
| |
| /** |
| * Test Clean-By-Versions using bulk-insert/upsert API. |
| */ |
| @Test |
| public void testBulkInsertAndCleanByCommits() throws Exception { |
| testInsertAndCleanByCommits(HoodieWriteClient::bulkInsert, HoodieWriteClient::upsert, false); |
| } |
| |
| /** |
| * 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 uniq record-gen APIs) |
| * @throws Exception in case of errors |
| */ |
| private void testInsertAndCleanByCommits( |
| Function3<JavaRDD<WriteStatus>, HoodieWriteClient, JavaRDD<HoodieRecord>, String> insertFn, |
| Function3<JavaRDD<WriteStatus>, HoodieWriteClient, JavaRDD<HoodieRecord>, String> upsertFn, boolean isPreppedAPI) |
| throws Exception { |
| int maxCommits = 3; // keep upto 3 commits from the past |
| HoodieWriteConfig cfg = getConfigBuilder() |
| .withCompactionConfig(HoodieCompactionConfig.newBuilder() |
| .withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_COMMITS).retainCommits(maxCommits).build()) |
| .withParallelism(1, 1).withBulkInsertParallelism(1).withFinalizeWriteParallelism(1).withDeleteParallelism(1) |
| .withConsistencyGuardConfig(ConsistencyGuardConfig.newBuilder().withConsistencyCheckEnabled(true).build()) |
| .build(); |
| HoodieWriteClient client = getHoodieWriteClient(cfg); |
| |
| final Function2<List<HoodieRecord>, String, Integer> recordInsertGenWrappedFunction = |
| generateWrapRecordsFn(isPreppedAPI, cfg, dataGen::generateInserts); |
| |
| final Function2<List<HoodieRecord>, String, Integer> recordUpsertGenWrappedFunction = |
| generateWrapRecordsFn(isPreppedAPI, cfg, dataGen::generateUniqueUpdates); |
| |
| insertFirstBigBatchForClientCleanerTest(cfg, client, recordInsertGenWrappedFunction, insertFn, |
| HoodieCleaningPolicy.KEEP_LATEST_COMMITS); |
| |
| // Keep doing some writes and clean inline. Make sure we have expected number of files remaining. |
| makeIncrementalCommitTimes(8).forEach(newCommitTime -> { |
| try { |
| client.startCommitWithTime(newCommitTime); |
| List<HoodieRecord> records = recordUpsertGenWrappedFunction.apply(newCommitTime, 100); |
| |
| List<WriteStatus> statuses = upsertFn.apply(client, jsc.parallelize(records, 1), newCommitTime).collect(); |
| // Verify there are no errors |
| assertNoWriteErrors(statuses); |
| |
| metaClient = HoodieTableMetaClient.reload(metaClient); |
| HoodieTable table1 = HoodieTable.create(metaClient, cfg, hadoopConf); |
| HoodieTimeline activeTimeline = table1.getCompletedCommitsTimeline(); |
| // 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()); |
| } |
| |
| 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()); |
| }); |
| 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); |
| } |
| }); |
| } |
| |
| /** |
| * Helper to run cleaner and collect Clean Stats. |
| * |
| * @param config HoodieWriteConfig |
| */ |
| private List<HoodieCleanStat> runCleaner(HoodieWriteConfig config) throws IOException { |
| return runCleaner(config, false, 1); |
| } |
| |
| private List<HoodieCleanStat> runCleaner(HoodieWriteConfig config, int firstCommitSequence) throws IOException { |
| return runCleaner(config, false, firstCommitSequence); |
| } |
| |
| private List<HoodieCleanStat> runCleaner(HoodieWriteConfig config, boolean simulateRetryFailure) throws IOException { |
| return runCleaner(config, simulateRetryFailure, 1); |
| } |
| |
| /** |
| * Helper to run cleaner and collect Clean Stats. |
| * |
| * @param config HoodieWriteConfig |
| */ |
| private List<HoodieCleanStat> runCleaner(HoodieWriteConfig config, boolean simulateRetryFailure, int firstCommitSequence) throws IOException { |
| HoodieWriteClient<?> writeClient = getHoodieWriteClient(config); |
| String cleanInstantTs = makeNewCommitTime(firstCommitSequence); |
| HoodieCleanMetadata cleanMetadata1 = writeClient.clean(cleanInstantTs); |
| |
| if (null == cleanMetadata1) { |
| return new ArrayList<>(); |
| } |
| |
| if (simulateRetryFailure) { |
| HoodieInstant completedCleanInstant = new HoodieInstant(State.COMPLETED, HoodieTimeline.CLEAN_ACTION, cleanInstantTs); |
| HoodieCleanMetadata metadata = CleanerUtils.getCleanerMetadata(metaClient, completedCleanInstant); |
| metadata.getPartitionMetadata().values().forEach(p -> { |
| String dirPath = metaClient.getBasePath() + "/" + p.getPartitionPath(); |
| p.getSuccessDeleteFiles().forEach(p2 -> { |
| try { |
| metaClient.getFs().create(new Path(dirPath, p2), true); |
| } catch (IOException e) { |
| throw new HoodieIOException(e.getMessage(), e); |
| } |
| }); |
| }); |
| metaClient.reloadActiveTimeline().revertToInflight(completedCleanInstant); |
| HoodieCleanMetadata newCleanMetadata = writeClient.clean(makeNewCommitTime(firstCommitSequence + 1)); |
| // No new clean metadata would be created. Only the previous one will be retried |
| assertNull(newCleanMetadata); |
| HoodieCleanMetadata cleanMetadata2 = CleanerUtils.getCleanerMetadata(metaClient, completedCleanInstant); |
| assertEquals(cleanMetadata1.getEarliestCommitToRetain(), cleanMetadata2.getEarliestCommitToRetain()); |
| assertEquals(cleanMetadata1.getTotalFilesDeleted(), cleanMetadata2.getTotalFilesDeleted()); |
| assertEquals(cleanMetadata1.getPartitionMetadata().keySet(), cleanMetadata2.getPartitionMetadata().keySet()); |
| final HoodieCleanMetadata retriedCleanMetadata = CleanerUtils.getCleanerMetadata(HoodieTableMetaClient.reload(metaClient), completedCleanInstant); |
| cleanMetadata1.getPartitionMetadata().keySet().forEach(k -> { |
| HoodieCleanPartitionMetadata p1 = cleanMetadata1.getPartitionMetadata().get(k); |
| HoodieCleanPartitionMetadata p2 = retriedCleanMetadata.getPartitionMetadata().get(k); |
| assertEquals(p1.getDeletePathPatterns(), p2.getDeletePathPatterns()); |
| assertEquals(p1.getSuccessDeleteFiles(), p2.getSuccessDeleteFiles()); |
| assertEquals(p1.getFailedDeleteFiles(), p2.getFailedDeleteFiles()); |
| assertEquals(p1.getPartitionPath(), p2.getPartitionPath()); |
| assertEquals(k, p1.getPartitionPath()); |
| }); |
| } |
| |
| Map<String, HoodieCleanStat> cleanStatMap = cleanMetadata1.getPartitionMetadata().values().stream() |
| .map(x -> new HoodieCleanStat.Builder().withPartitionPath(x.getPartitionPath()) |
| .withFailedDeletes(x.getFailedDeleteFiles()).withSuccessfulDeletes(x.getSuccessDeleteFiles()) |
| .withPolicy(HoodieCleaningPolicy.valueOf(x.getPolicy())).withDeletePathPattern(x.getDeletePathPatterns()) |
| .withEarliestCommitRetained(Option.ofNullable(cleanMetadata1.getEarliestCommitToRetain() != null |
| ? new HoodieInstant(State.COMPLETED, HoodieTimeline.COMMIT_ACTION, "000") |
| : null)) |
| .build()) |
| .collect(Collectors.toMap(HoodieCleanStat::getPartitionPath, x -> x)); |
| cleanMetadata1.getBootstrapPartitionMetadata().values().forEach(x -> { |
| HoodieCleanStat s = cleanStatMap.get(x.getPartitionPath()); |
| cleanStatMap.put(x.getPartitionPath(), new HoodieCleanStat.Builder().withPartitionPath(x.getPartitionPath()) |
| .withFailedDeletes(s.getFailedDeleteFiles()).withSuccessfulDeletes(s.getSuccessDeleteFiles()) |
| .withPolicy(HoodieCleaningPolicy.valueOf(x.getPolicy())).withDeletePathPattern(s.getDeletePathPatterns()) |
| .withEarliestCommitRetained(Option.ofNullable(s.getEarliestCommitToRetain()) |
| .map(y -> new HoodieInstant(State.COMPLETED, HoodieTimeline.COMMIT_ACTION, y))) |
| .withSuccessfulDeleteBootstrapBaseFiles(x.getSuccessDeleteFiles()) |
| .withFailedDeleteBootstrapBaseFiles(x.getFailedDeleteFiles()) |
| .withDeleteBootstrapBasePathPatterns(x.getDeletePathPatterns()).build()); |
| }); |
| return new ArrayList<>(cleanStatMap.values()); |
| } |
| |
| /** |
| * Test HoodieTable.clean() Cleaning by versions logic. |
| */ |
| @ParameterizedTest |
| @ValueSource(booleans = {false, true}) |
| public void testKeepLatestFileVersions(Boolean enableBootstrapSourceClean) throws Exception { |
| HoodieWriteConfig config = |
| HoodieWriteConfig.newBuilder().withPath(basePath).withAssumeDatePartitioning(true) |
| .withCompactionConfig(HoodieCompactionConfig.newBuilder() |
| .withCleanBootstrapBaseFileEnabled(enableBootstrapSourceClean) |
| .withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_FILE_VERSIONS).retainFileVersions(1).build()) |
| .build(); |
| HoodieTestTable testTable = HoodieTestTable.of(metaClient); |
| String p0 = "2020/01/01"; |
| String p1 = "2020/01/02"; |
| Map<String, List<BootstrapFileMapping>> bootstrapMapping = enableBootstrapSourceClean ? generateBootstrapIndexAndSourceData(p0, p1) : null; |
| |
| // make 1 commit, with 1 file per partition |
| String file1P0C0 = enableBootstrapSourceClean ? bootstrapMapping.get(p0).get(0).getFileId() |
| : UUID.randomUUID().toString(); |
| String file1P1C0 = enableBootstrapSourceClean ? bootstrapMapping.get(p1).get(0).getFileId() |
| : UUID.randomUUID().toString(); |
| testTable.addCommit("00000000000001").withBaseFilesInPartition(p0, file1P0C0).withBaseFilesInPartition(p1, file1P1C0); |
| |
| List<HoodieCleanStat> hoodieCleanStatsOne = runCleaner(config); |
| assertEquals(0, hoodieCleanStatsOne.size(), "Must not clean any files"); |
| assertTrue(testTable.baseFileExists(p0, "00000000000001", file1P0C0)); |
| assertTrue(testTable.baseFileExists(p1, "00000000000001", file1P1C0)); |
| |
| // make next commit, with 1 insert & 1 update per partition |
| Map<String, String> partitionAndFileId002 = testTable.addCommit("00000000000002") |
| .withBaseFilesInPartition(p0, file1P0C0) |
| .withBaseFilesInPartition(p1, file1P1C0) |
| .withBaseFilesInPartitions(p0, p1); |
| |
| List<HoodieCleanStat> hoodieCleanStatsTwo = runCleaner(config, 1); |
| // enableBootstrapSourceClean would delete the bootstrap base file as the same time |
| HoodieCleanStat cleanStat = getCleanStat(hoodieCleanStatsTwo, p0); |
| assertEquals(enableBootstrapSourceClean ? 2 : 1, cleanStat.getSuccessDeleteFiles().size() |
| + (cleanStat.getSuccessDeleteBootstrapBaseFiles() == null ? 0 |
| : cleanStat.getSuccessDeleteBootstrapBaseFiles().size()), "Must clean at least 1 file"); |
| if (enableBootstrapSourceClean) { |
| HoodieFileStatus fstatus = |
| bootstrapMapping.get(p0).get(0).getBoostrapFileStatus(); |
| // This ensures full path is recorded in metadata. |
| assertTrue(cleanStat.getSuccessDeleteBootstrapBaseFiles().contains(fstatus.getPath().getUri()), |
| "Successful delete files were " + cleanStat.getSuccessDeleteBootstrapBaseFiles() |
| + " but did not contain " + fstatus.getPath().getUri()); |
| assertFalse(Files.exists(Paths.get(bootstrapMapping.get( |
| p0).get(0).getBoostrapFileStatus().getPath().getUri()))); |
| } |
| cleanStat = getCleanStat(hoodieCleanStatsTwo, p1); |
| String file2P0C1 = partitionAndFileId002.get(p0); |
| String file2P1C1 = partitionAndFileId002.get(p1); |
| assertTrue(testTable.baseFileExists(p0, "00000000000002", file2P0C1)); |
| assertTrue(testTable.baseFileExists(p1, "00000000000002", file2P1C1)); |
| assertFalse(testTable.baseFileExists(p0, "00000000000001", file1P0C0)); |
| assertFalse(testTable.baseFileExists(p1, "00000000000001", file1P1C0)); |
| assertEquals(enableBootstrapSourceClean ? 2 : 1, cleanStat.getSuccessDeleteFiles().size() |
| + (cleanStat.getSuccessDeleteBootstrapBaseFiles() == null ? 0 |
| : cleanStat.getSuccessDeleteBootstrapBaseFiles().size()), "Must clean at least 1 file"); |
| if (enableBootstrapSourceClean) { |
| HoodieFileStatus fstatus = |
| bootstrapMapping.get(p1).get(0).getBoostrapFileStatus(); |
| // This ensures full path is recorded in metadata. |
| assertTrue(cleanStat.getSuccessDeleteBootstrapBaseFiles().contains(fstatus.getPath().getUri()), |
| "Successful delete files were " + cleanStat.getSuccessDeleteBootstrapBaseFiles() |
| + " but did not contain " + fstatus.getPath().getUri()); |
| assertFalse(Files.exists(Paths.get(bootstrapMapping.get( |
| p1).get(0).getBoostrapFileStatus().getPath().getUri()))); |
| } |
| |
| // make next commit, with 2 updates to existing files, and 1 insert |
| String file3P0C2 = testTable.addCommit("00000000000003") |
| .withBaseFilesInPartition(p0, file1P0C0, file2P0C1) |
| .withBaseFilesInPartitions(p0).get(p0); |
| List<HoodieCleanStat> hoodieCleanStatsThree = runCleaner(config, 3); |
| assertEquals(2, |
| getCleanStat(hoodieCleanStatsThree, p0) |
| .getSuccessDeleteFiles().size(), "Must clean two files"); |
| assertFalse(testTable.baseFileExists(p0, "00000000000002", file1P0C0)); |
| assertFalse(testTable.baseFileExists(p0, "00000000000002", file2P0C1)); |
| assertTrue(testTable.baseFileExists(p0, "00000000000003", file3P0C2)); |
| |
| // No cleaning on partially written file, with no commit. |
| testTable.forCommit("00000000000004").withBaseFilesInPartition(p0, file3P0C2); |
| List<HoodieCleanStat> hoodieCleanStatsFour = runCleaner(config); |
| assertEquals(0, hoodieCleanStatsFour.size(), "Must not clean any files"); |
| assertTrue(testTable.baseFileExists(p0, "00000000000003", file3P0C2)); |
| } |
| |
| /** |
| * Test HoodieTable.clean() Cleaning by versions logic for MOR table with Log files. |
| */ |
| @Test |
| public void testKeepLatestFileVersionsMOR() throws Exception { |
| |
| HoodieWriteConfig config = |
| HoodieWriteConfig.newBuilder().withPath(basePath).withAssumeDatePartitioning(true) |
| .withCompactionConfig(HoodieCompactionConfig.newBuilder() |
| .withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_FILE_VERSIONS).retainFileVersions(1).build()) |
| .build(); |
| |
| HoodieTableMetaClient metaClient = HoodieTestUtils.init(hadoopConf, basePath, HoodieTableType.MERGE_ON_READ); |
| HoodieTestTable testTable = HoodieTestTable.of(metaClient); |
| String p0 = "2020/01/01"; |
| |
| // Make 3 files, one base file and 2 log files associated with base file |
| String file1P0 = testTable.addDeltaCommit("000").withBaseFilesInPartitions(p0).get(p0); |
| testTable.forDeltaCommit("000") |
| .withLogFile(p0, file1P0, 1) |
| .withLogFile(p0, file1P0, 2); |
| |
| // Make 2 files, one base file and 1 log files associated with base file |
| testTable.addDeltaCommit("001") |
| .withBaseFilesInPartition(p0, file1P0) |
| .withLogFile(p0, file1P0, 3); |
| |
| List<HoodieCleanStat> hoodieCleanStats = runCleaner(config); |
| assertEquals(3, |
| getCleanStat(hoodieCleanStats, p0).getSuccessDeleteFiles() |
| .size(), "Must clean three files, one parquet and 2 log files"); |
| assertFalse(testTable.baseFileExists(p0, "000", file1P0)); |
| assertFalse(testTable.logFilesExist(p0, "000", file1P0, 1, 2)); |
| assertTrue(testTable.baseFileExists(p0, "001", file1P0)); |
| assertTrue(testTable.logFileExists(p0, "001", file1P0, 3)); |
| } |
| |
| @Test |
| public void testCleanMetadataUpgradeDowngrade() { |
| String instantTime = "000"; |
| |
| String partition1 = DEFAULT_PARTITION_PATHS[0]; |
| String partition2 = DEFAULT_PARTITION_PATHS[1]; |
| |
| String fileName1 = "data1_1_000.parquet"; |
| String fileName2 = "data2_1_000.parquet"; |
| |
| String filePath1 = metaClient.getBasePath() + "/" + partition1 + "/" + fileName1; |
| String filePath2 = metaClient.getBasePath() + "/" + partition1 + "/" + fileName2; |
| |
| List<String> deletePathPatterns1 = Arrays.asList(filePath1, filePath2); |
| List<String> successDeleteFiles1 = Collections.singletonList(filePath1); |
| List<String> failedDeleteFiles1 = Collections.singletonList(filePath2); |
| |
| // create partition1 clean stat. |
| HoodieCleanStat cleanStat1 = new HoodieCleanStat(HoodieCleaningPolicy.KEEP_LATEST_FILE_VERSIONS, |
| partition1, deletePathPatterns1, successDeleteFiles1, |
| failedDeleteFiles1, instantTime); |
| |
| List<String> deletePathPatterns2 = new ArrayList<>(); |
| List<String> successDeleteFiles2 = new ArrayList<>(); |
| List<String> failedDeleteFiles2 = new ArrayList<>(); |
| |
| // create partition2 empty clean stat. |
| HoodieCleanStat cleanStat2 = new HoodieCleanStat(HoodieCleaningPolicy.KEEP_LATEST_COMMITS, |
| partition2, deletePathPatterns2, successDeleteFiles2, |
| failedDeleteFiles2, instantTime); |
| |
| // map with absolute file path. |
| Map<String, Tuple3> oldExpected = new HashMap<>(); |
| oldExpected.put(partition1, new Tuple3<>(deletePathPatterns1, successDeleteFiles1, failedDeleteFiles1)); |
| oldExpected.put(partition2, new Tuple3<>(deletePathPatterns2, successDeleteFiles2, failedDeleteFiles2)); |
| |
| // map with relative path. |
| Map<String, Tuple3> newExpected = new HashMap<>(); |
| newExpected.put(partition1, new Tuple3<>(Arrays.asList(fileName1, fileName2), Collections.singletonList(fileName1), |
| Collections.singletonList(fileName2))); |
| newExpected.put(partition2, new Tuple3<>(deletePathPatterns2, successDeleteFiles2, failedDeleteFiles2)); |
| |
| HoodieCleanMetadata metadata = CleanerUtils.convertCleanMetadata( |
| instantTime, |
| Option.of(0L), |
| Arrays.asList(cleanStat1, cleanStat2) |
| ); |
| metadata.setVersion(CleanerUtils.CLEAN_METADATA_VERSION_1); |
| |
| // NOw upgrade and check |
| CleanMetadataMigrator metadataMigrator = new CleanMetadataMigrator(metaClient); |
| metadata = metadataMigrator.upgradeToLatest(metadata, metadata.getVersion()); |
| assertCleanMetadataPathEquals(newExpected, metadata); |
| |
| CleanMetadataMigrator migrator = new CleanMetadataMigrator(metaClient); |
| HoodieCleanMetadata oldMetadata = |
| migrator.migrateToVersion(metadata, metadata.getVersion(), CleanerUtils.CLEAN_METADATA_VERSION_1); |
| assertEquals(CleanerUtils.CLEAN_METADATA_VERSION_1, oldMetadata.getVersion()); |
| assertCleanMetadataEquals(metadata, oldMetadata); |
| assertCleanMetadataPathEquals(oldExpected, oldMetadata); |
| |
| HoodieCleanMetadata newMetadata = migrator.upgradeToLatest(oldMetadata, oldMetadata.getVersion()); |
| assertEquals(CleanerUtils.LATEST_CLEAN_METADATA_VERSION, newMetadata.getVersion()); |
| assertCleanMetadataEquals(oldMetadata, newMetadata); |
| assertCleanMetadataPathEquals(newExpected, newMetadata); |
| assertCleanMetadataPathEquals(oldExpected, oldMetadata); |
| } |
| |
| private static void assertCleanMetadataEquals(HoodieCleanMetadata expected, HoodieCleanMetadata actual) { |
| assertEquals(expected.getEarliestCommitToRetain(), actual.getEarliestCommitToRetain()); |
| assertEquals(expected.getStartCleanTime(), actual.getStartCleanTime()); |
| assertEquals(expected.getTimeTakenInMillis(), actual.getTimeTakenInMillis()); |
| assertEquals(expected.getTotalFilesDeleted(), actual.getTotalFilesDeleted()); |
| |
| Map<String, HoodieCleanPartitionMetadata> map1 = expected.getPartitionMetadata(); |
| Map<String, HoodieCleanPartitionMetadata> map2 = actual.getPartitionMetadata(); |
| |
| assertEquals(map1.keySet(), map2.keySet()); |
| |
| List<String> partitions1 = map1.values().stream().map(HoodieCleanPartitionMetadata::getPartitionPath).collect( |
| Collectors.toList()); |
| List<String> partitions2 = map2.values().stream().map(HoodieCleanPartitionMetadata::getPartitionPath).collect( |
| Collectors.toList()); |
| assertEquals(partitions1, partitions2); |
| |
| List<String> policies1 = map1.values().stream().map(HoodieCleanPartitionMetadata::getPolicy).collect(Collectors.toList()); |
| List<String> policies2 = map2.values().stream().map(HoodieCleanPartitionMetadata::getPolicy).collect(Collectors.toList()); |
| assertEquals(policies1, policies2); |
| } |
| |
| @Test |
| public void testCleanPlanUpgradeDowngrade() { |
| String instantTime = "000"; |
| |
| String partition1 = DEFAULT_PARTITION_PATHS[0]; |
| String partition2 = DEFAULT_PARTITION_PATHS[1]; |
| |
| String fileName1 = "data1_1_000.parquet"; |
| String fileName2 = "data2_1_000.parquet"; |
| |
| Map<String, List<String>> filesToBeCleanedPerPartition = new HashMap<>(); |
| filesToBeCleanedPerPartition.put(partition1, Arrays.asList(fileName1)); |
| filesToBeCleanedPerPartition.put(partition2, Arrays.asList(fileName2)); |
| |
| HoodieCleanerPlan version1Plan = |
| HoodieCleanerPlan.newBuilder().setEarliestInstantToRetain(HoodieActionInstant.newBuilder() |
| .setAction(HoodieTimeline.COMMIT_ACTION) |
| .setTimestamp(instantTime).setState(State.COMPLETED.name()).build()) |
| .setPolicy(HoodieCleaningPolicy.KEEP_LATEST_COMMITS.name()) |
| .setFilesToBeDeletedPerPartition(filesToBeCleanedPerPartition) |
| .setVersion(CleanPlanV1MigrationHandler.VERSION) |
| .build(); |
| |
| // Upgrade and Verify version 2 plan |
| HoodieCleanerPlan version2Plan = |
| new CleanPlanMigrator(metaClient).upgradeToLatest(version1Plan, version1Plan.getVersion()); |
| assertEquals(version1Plan.getEarliestInstantToRetain(), version2Plan.getEarliestInstantToRetain()); |
| assertEquals(version1Plan.getPolicy(), version2Plan.getPolicy()); |
| assertEquals(CleanPlanner.LATEST_CLEAN_PLAN_VERSION, version2Plan.getVersion()); |
| // Deprecated Field is not used. |
| assertEquals(0, version2Plan.getFilesToBeDeletedPerPartition().size()); |
| assertEquals(version1Plan.getFilesToBeDeletedPerPartition().size(), |
| version2Plan.getFilePathsToBeDeletedPerPartition().size()); |
| assertEquals(version1Plan.getFilesToBeDeletedPerPartition().get(partition1).size(), |
| version2Plan.getFilePathsToBeDeletedPerPartition().get(partition1).size()); |
| assertEquals(version1Plan.getFilesToBeDeletedPerPartition().get(partition2).size(), |
| version2Plan.getFilePathsToBeDeletedPerPartition().get(partition2).size()); |
| assertEquals(new Path(FSUtils.getPartitionPath(metaClient.getBasePath(), partition1), fileName1).toString(), |
| version2Plan.getFilePathsToBeDeletedPerPartition().get(partition1).get(0).getFilePath()); |
| assertEquals(new Path(FSUtils.getPartitionPath(metaClient.getBasePath(), partition2), fileName2).toString(), |
| version2Plan.getFilePathsToBeDeletedPerPartition().get(partition2).get(0).getFilePath()); |
| |
| // Downgrade and verify version 1 plan |
| HoodieCleanerPlan gotVersion1Plan = new CleanPlanMigrator(metaClient).migrateToVersion(version2Plan, |
| version2Plan.getVersion(), version1Plan.getVersion()); |
| assertEquals(version1Plan.getEarliestInstantToRetain(), gotVersion1Plan.getEarliestInstantToRetain()); |
| assertEquals(version1Plan.getPolicy(), version2Plan.getPolicy()); |
| assertEquals(version1Plan.getVersion(), gotVersion1Plan.getVersion()); |
| assertEquals(version1Plan.getFilesToBeDeletedPerPartition().size(), |
| gotVersion1Plan.getFilesToBeDeletedPerPartition().size()); |
| assertEquals(version1Plan.getFilesToBeDeletedPerPartition().get(partition1).size(), |
| gotVersion1Plan.getFilesToBeDeletedPerPartition().get(partition1).size()); |
| assertEquals(version1Plan.getFilesToBeDeletedPerPartition().get(partition2).size(), |
| gotVersion1Plan.getFilesToBeDeletedPerPartition().get(partition2).size()); |
| assertEquals(version1Plan.getFilesToBeDeletedPerPartition().get(partition1).get(0), |
| gotVersion1Plan.getFilesToBeDeletedPerPartition().get(partition1).get(0)); |
| assertEquals(version1Plan.getFilesToBeDeletedPerPartition().get(partition2).get(0), |
| gotVersion1Plan.getFilesToBeDeletedPerPartition().get(partition2).get(0)); |
| assertTrue(gotVersion1Plan.getFilePathsToBeDeletedPerPartition().isEmpty()); |
| assertNull(version1Plan.getFilePathsToBeDeletedPerPartition()); |
| } |
| |
| private static void assertCleanMetadataPathEquals(Map<String, Tuple3> expected, HoodieCleanMetadata actual) { |
| |
| Map<String, HoodieCleanPartitionMetadata> partitionMetadataMap = actual.getPartitionMetadata(); |
| |
| for (Map.Entry<String, HoodieCleanPartitionMetadata> entry : partitionMetadataMap.entrySet()) { |
| String partitionPath = entry.getKey(); |
| HoodieCleanPartitionMetadata partitionMetadata = entry.getValue(); |
| |
| assertEquals(expected.get(partitionPath)._1(), partitionMetadata.getDeletePathPatterns()); |
| assertEquals(expected.get(partitionPath)._2(), partitionMetadata.getSuccessDeleteFiles()); |
| assertEquals(expected.get(partitionPath)._3(), partitionMetadata.getFailedDeleteFiles()); |
| } |
| } |
| |
| private static Stream<Arguments> argumentsForTestKeepLatestCommits() { |
| return Stream.of( |
| Arguments.of(false, false, false), |
| Arguments.of(true, false, false), |
| Arguments.of(false, true, false), |
| Arguments.of(false, false, true) |
| ); |
| } |
| |
| /** |
| * Test HoodieTable.clean() Cleaning by commit logic for COW table. |
| */ |
| @ParameterizedTest |
| @MethodSource("argumentsForTestKeepLatestCommits") |
| public void testKeepLatestCommits(boolean simulateFailureRetry, boolean enableIncrementalClean, boolean enableBootstrapSourceClean) throws Exception { |
| HoodieWriteConfig config = HoodieWriteConfig.newBuilder().withPath(basePath).withAssumeDatePartitioning(true) |
| .withCompactionConfig(HoodieCompactionConfig.newBuilder() |
| .withIncrementalCleaningMode(enableIncrementalClean) |
| .withCleanBootstrapBaseFileEnabled(enableBootstrapSourceClean) |
| .withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_COMMITS).retainCommits(2).build()) |
| .build(); |
| |
| HoodieTestTable testTable = HoodieTestTable.of(metaClient); |
| String p0 = "2020/01/01"; |
| String p1 = "2020/01/02"; |
| Map<String, List<BootstrapFileMapping>> bootstrapMapping = enableBootstrapSourceClean ? generateBootstrapIndexAndSourceData(p0, p1) : null; |
| |
| // make 1 commit, with 1 file per partition |
| String file1P0C0 = enableBootstrapSourceClean ? bootstrapMapping.get(p0).get(0).getFileId() |
| : UUID.randomUUID().toString(); |
| String file1P1C0 = enableBootstrapSourceClean ? bootstrapMapping.get(p1).get(0).getFileId() |
| : UUID.randomUUID().toString(); |
| testTable.addInflightCommit("00000000000001").withBaseFilesInPartition(p0, file1P0C0).withBaseFilesInPartition(p1, file1P1C0); |
| |
| HoodieCommitMetadata commitMetadata = generateCommitMetadata( |
| Collections.unmodifiableMap(new HashMap<String, List<String>>() { |
| { |
| put(p0, CollectionUtils.createImmutableList(file1P0C0)); |
| put(p1, CollectionUtils.createImmutableList(file1P1C0)); |
| } |
| }) |
| ); |
| metaClient.getActiveTimeline().saveAsComplete( |
| new HoodieInstant(State.INFLIGHT, HoodieTimeline.COMMIT_ACTION, "00000000000001"), |
| Option.of(commitMetadata.toJsonString().getBytes(StandardCharsets.UTF_8))); |
| |
| metaClient = HoodieTableMetaClient.reload(metaClient); |
| |
| List<HoodieCleanStat> hoodieCleanStatsOne = runCleaner(config, simulateFailureRetry); |
| assertEquals(0, hoodieCleanStatsOne.size(), "Must not scan any partitions and clean any files"); |
| assertTrue(testTable.baseFileExists(p0, "00000000000001", file1P0C0)); |
| assertTrue(testTable.baseFileExists(p1, "00000000000001", file1P1C0)); |
| |
| // make next commit, with 1 insert & 1 update per partition |
| Map<String, String> partitionAndFileId002 = testTable.addInflightCommit("00000000000002").withBaseFilesInPartitions(p0, p1); |
| String file2P0C1 = partitionAndFileId002.get(p0); |
| String file2P1C1 = partitionAndFileId002.get(p1); |
| testTable.forCommit("00000000000002").withBaseFilesInPartition(p0, file1P0C0).withBaseFilesInPartition(p1, file1P1C0); |
| commitMetadata = generateCommitMetadata(new HashMap<String, List<String>>() { |
| { |
| put(p0, CollectionUtils.createImmutableList(file1P0C0, file2P0C1)); |
| put(p1, CollectionUtils.createImmutableList(file1P1C0, file2P1C1)); |
| } |
| }); |
| metaClient.getActiveTimeline().saveAsComplete( |
| new HoodieInstant(State.INFLIGHT, HoodieTimeline.COMMIT_ACTION, "00000000000002"), |
| Option.of(commitMetadata.toJsonString().getBytes(StandardCharsets.UTF_8))); |
| List<HoodieCleanStat> hoodieCleanStatsTwo = runCleaner(config, simulateFailureRetry); |
| assertEquals(0, hoodieCleanStatsTwo.size(), "Must not scan any partitions and clean any files"); |
| assertTrue(testTable.baseFileExists(p0, "00000000000002", file2P0C1)); |
| assertTrue(testTable.baseFileExists(p1, "00000000000002", file2P1C1)); |
| assertTrue(testTable.baseFileExists(p0, "00000000000001", file1P0C0)); |
| assertTrue(testTable.baseFileExists(p1, "00000000000001", file1P1C0)); |
| |
| // make next commit, with 2 updates to existing files, and 1 insert |
| String file3P0C2 = testTable.addInflightCommit("00000000000003") |
| .withBaseFilesInPartition(p0, file1P0C0) |
| .withBaseFilesInPartition(p0, file2P0C1) |
| .withBaseFilesInPartitions(p0).get(p0); |
| commitMetadata = generateCommitMetadata(CollectionUtils |
| .createImmutableMap(p0, |
| CollectionUtils.createImmutableList(file1P0C0, file2P0C1, file3P0C2))); |
| metaClient.getActiveTimeline().saveAsComplete( |
| new HoodieInstant(State.INFLIGHT, HoodieTimeline.COMMIT_ACTION, "00000000000003"), |
| Option.of(commitMetadata.toJsonString().getBytes(StandardCharsets.UTF_8))); |
| |
| List<HoodieCleanStat> hoodieCleanStatsThree = runCleaner(config, simulateFailureRetry); |
| assertEquals(0, hoodieCleanStatsThree.size(), |
| "Must not clean any file. We have to keep 1 version before the latest commit time to keep"); |
| assertTrue(testTable.baseFileExists(p0, "00000000000001", file1P0C0)); |
| |
| // make next commit, with 2 updates to existing files, and 1 insert |
| String file4P0C3 = testTable.addInflightCommit("00000000000004") |
| .withBaseFilesInPartition(p0, file1P0C0) |
| .withBaseFilesInPartition(p0, file2P0C1) |
| .withBaseFilesInPartitions(p0).get(p0); |
| commitMetadata = generateCommitMetadata(CollectionUtils.createImmutableMap( |
| p0, CollectionUtils.createImmutableList(file1P0C0, file2P0C1, file4P0C3))); |
| metaClient.getActiveTimeline().saveAsComplete( |
| new HoodieInstant(State.INFLIGHT, HoodieTimeline.COMMIT_ACTION, "00000000000004"), |
| Option.of(commitMetadata.toJsonString().getBytes(StandardCharsets.UTF_8))); |
| |
| List<HoodieCleanStat> hoodieCleanStatsFour = runCleaner(config, simulateFailureRetry); |
| // enableBootstrapSourceClean would delete the bootstrap base file as the same time |
| HoodieCleanStat partitionCleanStat = getCleanStat(hoodieCleanStatsFour, p0); |
| |
| assertEquals(enableBootstrapSourceClean ? 2 : 1, partitionCleanStat.getSuccessDeleteFiles().size() |
| + (partitionCleanStat.getSuccessDeleteBootstrapBaseFiles() == null ? 0 |
| : partitionCleanStat.getSuccessDeleteBootstrapBaseFiles().size()), "Must clean at least one old file"); |
| assertFalse(testTable.baseFileExists(p0, "00000000000001", file1P0C0)); |
| assertTrue(testTable.baseFileExists(p0, "00000000000002", file1P0C0)); |
| assertTrue(testTable.baseFileExists(p0, "00000000000003", file1P0C0)); |
| assertTrue(testTable.baseFileExists(p0, "00000000000002", file2P0C1)); |
| assertTrue(testTable.baseFileExists(p0, "00000000000003", file2P0C1)); |
| assertTrue(testTable.baseFileExists(p0, "00000000000003", file3P0C2)); |
| assertTrue(testTable.baseFileExists(p0, "00000000000004", file4P0C3)); |
| if (enableBootstrapSourceClean) { |
| assertFalse(Files.exists(Paths.get(bootstrapMapping.get( |
| p0).get(0).getBoostrapFileStatus().getPath().getUri()))); |
| } |
| |
| // No cleaning on partially written file, with no commit. |
| testTable.forCommit("00000000000005").withBaseFilesInPartition(p0, file3P0C2); |
| commitMetadata = generateCommitMetadata(CollectionUtils.createImmutableMap(p0, |
| CollectionUtils.createImmutableList(file3P0C2))); |
| metaClient.getActiveTimeline().createNewInstant( |
| new HoodieInstant(State.REQUESTED, HoodieTimeline.COMMIT_ACTION, "00000000000005")); |
| metaClient.getActiveTimeline().transitionRequestedToInflight( |
| new HoodieInstant(State.REQUESTED, HoodieTimeline.COMMIT_ACTION, "00000000000005"), |
| Option.of(commitMetadata.toJsonString().getBytes(StandardCharsets.UTF_8))); |
| List<HoodieCleanStat> hoodieCleanStatsFive = runCleaner(config, simulateFailureRetry); |
| HoodieCleanStat cleanStat = getCleanStat(hoodieCleanStatsFive, p0); |
| assertNull(cleanStat, "Must not clean any files"); |
| assertTrue(testTable.baseFileExists(p0, "00000000000002", file1P0C0)); |
| assertTrue(testTable.baseFileExists(p0, "00000000000002", file2P0C1)); |
| assertTrue(testTable.baseFileExists(p0, "00000000000005", file3P0C2)); |
| } |
| |
| /** |
| * Generate Bootstrap index, bootstrap base file and corresponding metaClient. |
| * @return Partition to BootstrapFileMapping Map |
| * @throws IOException |
| */ |
| private Map<String, List<BootstrapFileMapping>> generateBootstrapIndexAndSourceData(String... partitions) throws IOException { |
| // create bootstrap source data path |
| java.nio.file.Path sourcePath = tempDir.resolve("data"); |
| java.nio.file.Files.createDirectories(sourcePath); |
| assertTrue(new File(sourcePath.toString()).exists()); |
| |
| // recreate metaClient with Bootstrap base path |
| metaClient = HoodieTestUtils.init(basePath, getTableType(), sourcePath.toString()); |
| |
| // generate bootstrap index |
| Map<String, List<BootstrapFileMapping>> bootstrapMapping = TestBootstrapIndex.generateBootstrapIndex(metaClient, sourcePath.toString(), |
| partitions, 1); |
| |
| for (Map.Entry<String, List<BootstrapFileMapping>> entry : bootstrapMapping.entrySet()) { |
| new File(sourcePath.toString() + "/" + entry.getKey()).mkdirs(); |
| assertTrue(new File(entry.getValue().get(0).getBoostrapFileStatus().getPath().getUri()).createNewFile()); |
| } |
| return bootstrapMapping; |
| } |
| |
| /** |
| * Test Cleaning functionality of table.rollback() API. |
| */ |
| @Test |
| public void testCleanMarkerDataFilesOnRollback() throws Exception { |
| HoodieTestTable testTable = HoodieTestTable.of(metaClient) |
| .addRequestedCommit("000") |
| .withMarkerFiles("default", 10, IOType.MERGE); |
| final int numTempFilesBefore = testTable.listAllFilesInTempFolder().size(); |
| assertEquals(10, numTempFilesBefore, "Some marker files are created."); |
| |
| HoodieWriteConfig config = HoodieWriteConfig.newBuilder().withPath(basePath).build(); |
| metaClient = HoodieTableMetaClient.reload(metaClient); |
| HoodieTable table = HoodieTable.create(metaClient, config, hadoopConf); |
| table.getActiveTimeline().transitionRequestedToInflight( |
| new HoodieInstant(State.REQUESTED, HoodieTimeline.COMMIT_ACTION, "000"), Option.empty()); |
| metaClient.reloadActiveTimeline(); |
| table.rollback(jsc, "001", new HoodieInstant(State.INFLIGHT, HoodieTimeline.COMMIT_ACTION, "000"), true); |
| final int numTempFilesAfter = testTable.listAllFilesInTempFolder().size(); |
| assertEquals(0, numTempFilesAfter, "All temp files are deleted."); |
| } |
| |
| /** |
| * Test CLeaner Stat when there are no partition paths. |
| */ |
| @Test |
| public void testCleaningWithZeroPartitionPaths() throws Exception { |
| HoodieWriteConfig config = HoodieWriteConfig.newBuilder().withPath(basePath).withAssumeDatePartitioning(true) |
| .withCompactionConfig(HoodieCompactionConfig.newBuilder() |
| .withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_COMMITS).retainCommits(2).build()) |
| .build(); |
| |
| // Make a commit, although there are no partitionPaths. |
| // Example use-case of this is when a client wants to create a table |
| // with just some commit metadata, but no data/partitionPaths. |
| HoodieTestTable.of(metaClient).addCommit("000"); |
| |
| metaClient = HoodieTableMetaClient.reload(metaClient); |
| |
| List<HoodieCleanStat> hoodieCleanStatsOne = runCleaner(config); |
| assertTrue(hoodieCleanStatsOne.isEmpty(), "HoodieCleanStats should be empty for a table with empty partitionPaths"); |
| } |
| |
| /** |
| * Test Keep Latest Commits when there are pending compactions. |
| */ |
| @Test |
| public void testKeepLatestCommitsWithPendingCompactions() throws IOException { |
| HoodieWriteConfig config = HoodieWriteConfig.newBuilder().withPath(basePath).withAssumeDatePartitioning(true) |
| .withCompactionConfig(HoodieCompactionConfig.newBuilder() |
| .withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_COMMITS).retainCommits(2).build()) |
| .build(); |
| // Deletions: |
| // . FileId Parquet Logs Total Retained Commits |
| // FileId7 5 10 15 009, 011 |
| // FileId6 5 10 15 009 |
| // FileId5 3 6 9 005 |
| // FileId4 2 4 6 003 |
| // FileId3 1 2 3 001 |
| // FileId2 0 0 0 000 |
| // FileId1 0 0 0 000 |
| testPendingCompactions(config, 48, 18, false); |
| } |
| |
| /** |
| * Test Keep Latest Versions when there are pending compactions. |
| */ |
| @ParameterizedTest |
| @ValueSource(booleans = {false, true}) |
| public void testKeepLatestVersionsWithPendingCompactions(boolean retryFailure) throws IOException { |
| HoodieWriteConfig config = |
| HoodieWriteConfig.newBuilder().withPath(basePath).withAssumeDatePartitioning(true) |
| .withCompactionConfig(HoodieCompactionConfig.newBuilder() |
| .withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_FILE_VERSIONS).retainFileVersions(2).build()) |
| .build(); |
| // Deletions: |
| // . FileId Parquet Logs Total Retained Commits |
| // FileId7 5 10 15 009, 011 |
| // FileId6 4 8 12 007, 009 |
| // FileId5 2 4 6 003 005 |
| // FileId4 1 2 3 001, 003 |
| // FileId3 0 0 0 000, 001 |
| // FileId2 0 0 0 000 |
| // FileId1 0 0 0 000 |
| testPendingCompactions(config, 36, 9, retryFailure); |
| } |
| |
| /** |
| * Test clean previous corrupted cleanFiles. |
| */ |
| @Test |
| public void testCleanPreviousCorruptedCleanFiles() throws IOException { |
| HoodieWriteConfig config = |
| HoodieWriteConfig.newBuilder() |
| .withPath(basePath).withAssumeDatePartitioning(true) |
| .withCompactionConfig(HoodieCompactionConfig.newBuilder() |
| .withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_FILE_VERSIONS).retainFileVersions(1).build()) |
| .build(); |
| |
| String commitTime = makeNewCommitTime(1); |
| List<String> cleanerFileNames = Arrays.asList( |
| HoodieTimeline.makeRequestedCleanerFileName(commitTime), |
| HoodieTimeline.makeInflightCleanerFileName(commitTime)); |
| for (String f : cleanerFileNames) { |
| Path commitFile = new Path(Paths |
| .get(metaClient.getBasePath(), HoodieTableMetaClient.METAFOLDER_NAME, f).toString()); |
| try (FSDataOutputStream os = metaClient.getFs().create(commitFile, true)) { |
| // Write empty clean metadata |
| os.write(new byte[0]); |
| } |
| } |
| metaClient = HoodieTableMetaClient.reload(metaClient); |
| |
| List<HoodieCleanStat> cleanStats = runCleaner(config); |
| assertEquals(0, cleanStats.size(), "Must not clean any files"); |
| } |
| |
| /** |
| * Common test method for validating pending compactions. |
| * |
| * @param config Hoodie Write Config |
| * @param expNumFilesDeleted Number of files deleted |
| */ |
| private void testPendingCompactions(HoodieWriteConfig config, int expNumFilesDeleted, |
| int expNumFilesUnderCompactionDeleted, boolean retryFailure) throws IOException { |
| HoodieTableMetaClient metaClient = |
| HoodieTestUtils.init(hadoopConf, basePath, HoodieTableType.MERGE_ON_READ); |
| String[] instants = new String[] {"000", "001", "003", "005", "007", "009", "011", "013"}; |
| String[] compactionInstants = new String[] {"002", "004", "006", "008", "010"}; |
| Map<String, String> expFileIdToPendingCompaction = new HashMap<>(); |
| Map<String, String> fileIdToLatestInstantBeforeCompaction = new HashMap<>(); |
| Map<String, List<FileSlice>> compactionInstantsToFileSlices = new HashMap<>(); |
| |
| for (String instant : instants) { |
| HoodieTestUtils.createCommitFiles(basePath, instant); |
| } |
| |
| // Generate 7 file-groups. First one has only one slice and no pending compaction. File Slices (2 - 5) has |
| // multiple versions with pending compaction. File Slices (6 - 7) have multiple file-slices but not under |
| // compactions |
| // FileIds 2-5 will be under compaction |
| int maxNumFileIds = 7; |
| String[] fileIds = new String[] {"fileId1", "fileId2", "fileId3", "fileId4", "fileId5", "fileId6", "fileId7"}; |
| int maxNumFileIdsForCompaction = 4; |
| for (int i = 0; i < maxNumFileIds; i++) { |
| final String fileId = HoodieTestUtils.createDataFile(basePath, |
| HoodieTestDataGenerator.DEFAULT_FIRST_PARTITION_PATH, instants[0], fileIds[i]); |
| HoodieTestUtils.createNewLogFile(fs, basePath, HoodieTestDataGenerator.DEFAULT_FIRST_PARTITION_PATH, instants[0], |
| fileId, Option.empty()); |
| HoodieTestUtils.createNewLogFile(fs, basePath, HoodieTestDataGenerator.DEFAULT_FIRST_PARTITION_PATH, instants[0], |
| fileId, Option.of(2)); |
| fileIdToLatestInstantBeforeCompaction.put(fileId, instants[0]); |
| for (int j = 1; j <= i; j++) { |
| if (j == i && j <= maxNumFileIdsForCompaction) { |
| expFileIdToPendingCompaction.put(fileId, compactionInstants[j]); |
| metaClient = HoodieTableMetaClient.reload(metaClient); |
| HoodieTable table = HoodieTable.create(metaClient, config, hadoopConf); |
| FileSlice slice = |
| table.getSliceView().getLatestFileSlices(HoodieTestDataGenerator.DEFAULT_FIRST_PARTITION_PATH) |
| .filter(fs -> fs.getFileId().equals(fileId)).findFirst().get(); |
| List<FileSlice> slices = new ArrayList<>(); |
| if (compactionInstantsToFileSlices.containsKey(compactionInstants[j])) { |
| slices = compactionInstantsToFileSlices.get(compactionInstants[j]); |
| } |
| slices.add(slice); |
| compactionInstantsToFileSlices.put(compactionInstants[j], slices); |
| // Add log-files to simulate delta-commits after pending compaction |
| HoodieTestUtils.createNewLogFile(fs, basePath, HoodieTestDataGenerator.DEFAULT_FIRST_PARTITION_PATH, |
| compactionInstants[j], fileId, Option.empty()); |
| HoodieTestUtils.createNewLogFile(fs, basePath, HoodieTestDataGenerator.DEFAULT_FIRST_PARTITION_PATH, |
| compactionInstants[j], fileId, Option.of(2)); |
| } else { |
| HoodieTestUtils.createDataFile(basePath, HoodieTestDataGenerator.DEFAULT_FIRST_PARTITION_PATH, instants[j], |
| fileId); |
| HoodieTestUtils.createNewLogFile(fs, basePath, HoodieTestDataGenerator.DEFAULT_FIRST_PARTITION_PATH, |
| instants[j], fileId, Option.empty()); |
| HoodieTestUtils.createNewLogFile(fs, basePath, HoodieTestDataGenerator.DEFAULT_FIRST_PARTITION_PATH, |
| instants[j], fileId, Option.of(2)); |
| fileIdToLatestInstantBeforeCompaction.put(fileId, instants[j]); |
| } |
| } |
| } |
| |
| // Setup pending compaction plans |
| for (String instant : compactionInstants) { |
| List<FileSlice> fileSliceList = compactionInstantsToFileSlices.get(instant); |
| if (null != fileSliceList) { |
| HoodieTestUtils.createCompactionRequest(metaClient, instant, fileSliceList.stream() |
| .map(fs -> Pair.of(HoodieTestDataGenerator.DEFAULT_FIRST_PARTITION_PATH, fs)).collect(Collectors.toList())); |
| } |
| } |
| |
| // Clean now |
| metaClient = HoodieTableMetaClient.reload(metaClient); |
| List<HoodieCleanStat> hoodieCleanStats = runCleaner(config, retryFailure); |
| |
| // Test for safety |
| final HoodieTableMetaClient newMetaClient = HoodieTableMetaClient.reload(metaClient); |
| final HoodieTable hoodieTable = HoodieTable.create(metaClient, config, hadoopConf); |
| |
| expFileIdToPendingCompaction.forEach((fileId, value) -> { |
| String baseInstantForCompaction = fileIdToLatestInstantBeforeCompaction.get(fileId); |
| Option<FileSlice> fileSliceForCompaction = Option.fromJavaOptional(hoodieTable.getSliceView() |
| .getLatestFileSlicesBeforeOrOn(HoodieTestDataGenerator.DEFAULT_FIRST_PARTITION_PATH, baseInstantForCompaction, |
| true) |
| .filter(fs -> fs.getFileId().equals(fileId)).findFirst()); |
| assertTrue(fileSliceForCompaction.isPresent(), "Base Instant for Compaction must be preserved"); |
| assertTrue(fileSliceForCompaction.get().getBaseFile().isPresent(), "FileSlice has data-file"); |
| assertEquals(2, fileSliceForCompaction.get().getLogFiles().count(), "FileSlice has log-files"); |
| }); |
| |
| // Test for progress (Did we clean some files ?) |
| long numFilesUnderCompactionDeleted = hoodieCleanStats.stream() |
| .flatMap(cleanStat -> convertPathToFileIdWithCommitTime(newMetaClient, cleanStat.getDeletePathPatterns()) |
| .map(fileIdWithCommitTime -> { |
| if (expFileIdToPendingCompaction.containsKey(fileIdWithCommitTime.getKey())) { |
| assertTrue(HoodieTimeline.compareTimestamps( |
| fileIdToLatestInstantBeforeCompaction.get(fileIdWithCommitTime.getKey()), |
| HoodieTimeline.GREATER_THAN, fileIdWithCommitTime.getValue()), |
| "Deleted instant time must be less than pending compaction"); |
| return true; |
| } |
| return false; |
| })).filter(x -> x).count(); |
| long numDeleted = |
| hoodieCleanStats.stream().mapToLong(cleanStat -> cleanStat.getDeletePathPatterns().size()).sum(); |
| // Tighter check for regression |
| assertEquals(expNumFilesDeleted, numDeleted, "Correct number of files deleted"); |
| assertEquals(expNumFilesUnderCompactionDeleted, numFilesUnderCompactionDeleted, |
| "Correct number of files under compaction deleted"); |
| } |
| |
| private Stream<Pair<String, String>> convertPathToFileIdWithCommitTime(final HoodieTableMetaClient metaClient, |
| List<String> paths) { |
| Predicate<String> roFilePredicate = |
| path -> path.contains(metaClient.getTableConfig().getBaseFileFormat().getFileExtension()); |
| Predicate<String> rtFilePredicate = |
| path -> path.contains(metaClient.getTableConfig().getLogFileFormat().getFileExtension()); |
| Stream<Pair<String, String>> stream1 = paths.stream().filter(roFilePredicate).map(fullPath -> { |
| String fileName = Paths.get(fullPath).getFileName().toString(); |
| return Pair.of(FSUtils.getFileId(fileName), FSUtils.getCommitTime(fileName)); |
| }); |
| Stream<Pair<String, String>> stream2 = paths.stream().filter(rtFilePredicate).map(path -> { |
| return Pair.of(FSUtils.getFileIdFromLogPath(new Path(path)), |
| FSUtils.getBaseCommitTimeFromLogPath(new Path(path))); |
| }); |
| return Stream.concat(stream1, stream2); |
| } |
| |
| private static HoodieCommitMetadata generateCommitMetadata(Map<String, List<String>> partitionToFilePaths) { |
| HoodieCommitMetadata metadata = new HoodieCommitMetadata(); |
| partitionToFilePaths.forEach((key, value) -> value.forEach(f -> { |
| HoodieWriteStat writeStat = new HoodieWriteStat(); |
| writeStat.setPartitionPath(key); |
| writeStat.setPath(f); |
| writeStat.setFileId(f); |
| metadata.addWriteStat(key, writeStat); |
| })); |
| return metadata; |
| } |
| } |
