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[HUDI-993] Let delete API use "hoodie.delete.shuffle.parallelism" (#1703)

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For Delete API, "hoodie.delete.shuffle.parallelism" isn't used as opposed to "hoodie.upsert.shuffle.parallelism" is used for upsert, this creates the performance difference between delete by upsert API with "EmptyHoodieRecordPayload" and delete API for certain cases.

This patch makes the following fixes in this regard. 
- Let deduplicateKeys method use "hoodie.delete.shuffle.parallelism"
- Repartition inputRDD as "hoodie.delete.shuffle.parallelism" in case "hoodie.combine.before.delete=false"
This commit is contained in:
Dongwook
2020-09-01 09:55:31 -07:00
committed by GitHub
parent 48a58c98a1
commit 8d19ebfd0f
21 changed files with 234 additions and 15 deletions
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1
docker/demo/config/base.properties
View File

@@ -17,6 +17,7 @@
hoodie.upsert.shuffle.parallelism=2
hoodie.insert.shuffle.parallelism=2
hoodie.delete.shuffle.parallelism=2
hoodie.bulkinsert.shuffle.parallelism=2
hoodie.embed.timeline.server=true
hoodie.filesystem.view.type=EMBEDDED_KV_STORE

1
docker/demo/config/hoodie-incr.properties
View File

@@ -17,6 +17,7 @@
hoodie.upsert.shuffle.parallelism=2
hoodie.insert.shuffle.parallelism=2
hoodie.delete.shuffle.parallelism=2
hoodie.bulkinsert.shuffle.parallelism=2
hoodie.datasource.write.recordkey.field=_row_key
hoodie.datasource.write.partitionpath.field=partition

1
docker/demo/config/test-suite/base.properties
View File

@@ -17,5 +17,6 @@
#
hoodie.upsert.shuffle.parallelism=2
hoodie.insert.shuffle.parallelism=2
hoodie.delete.shuffle.parallelism=2
hoodie.bulkinsert.shuffle.parallelism=2
hoodie.datasource.write.partitionpath.field=timestamp

12
hudi-client/src/main/java/org/apache/hudi/config/HoodieWriteConfig.java
View File

@@ -209,7 +209,7 @@ public class HoodieWriteConfig extends DefaultHoodieConfig {
}
public int getDeleteShuffleParallelism() {
return Integer.parseInt(props.getProperty(DELETE_PARALLELISM));
return Math.max(Integer.parseInt(props.getProperty(DELETE_PARALLELISM)), 1);
}
public int getRollbackParallelism() {
@@ -824,6 +824,11 @@ public class HoodieWriteConfig extends DefaultHoodieConfig {
return this;
}
public Builder withDeleteParallelism(int parallelism) {
props.setProperty(DELETE_PARALLELISM, String.valueOf(parallelism));
return this;
}
public Builder withParallelism(int insertShuffleParallelism, int upsertShuffleParallelism) {
props.setProperty(INSERT_PARALLELISM, String.valueOf(insertShuffleParallelism));
props.setProperty(UPSERT_PARALLELISM, String.valueOf(upsertShuffleParallelism));
@@ -851,6 +856,11 @@ public class HoodieWriteConfig extends DefaultHoodieConfig {
return this;
}
public Builder combineDeleteInput(boolean onDelete) {
props.setProperty(COMBINE_BEFORE_DELETE_PROP, String.valueOf(onDelete));
return this;
}
public Builder withWriteStatusStorageLevel(String level) {
props.setProperty(WRITE_STATUS_STORAGE_LEVEL, level);
return this;

23
hudi-client/src/main/java/org/apache/hudi/table/action/commit/DeleteHelper.java
View File

@@ -44,27 +44,36 @@ public class DeleteHelper<T extends HoodieRecordPayload<T>> {
* Deduplicate Hoodie records, using the given deduplication function.
*
* @param keys RDD of HoodieKey to deduplicate
* @param table target Hoodie table for deduplicating
* @param parallelism parallelism or partitions to be used while reducing/deduplicating
* @return RDD of HoodieKey already be deduplicated
*/
private static <T extends HoodieRecordPayload<T>> JavaRDD<HoodieKey> deduplicateKeys(JavaRDD<HoodieKey> keys,
HoodieTable<T> table) {
HoodieTable<T> table, int parallelism) {
boolean isIndexingGlobal = table.getIndex().isGlobal();
if (isIndexingGlobal) {
return keys.keyBy(HoodieKey::getRecordKey)
.reduceByKey((key1, key2) -> key1)
.reduceByKey((key1, key2) -> key1, parallelism)
.values();
} else {
return keys.distinct();
return keys.distinct(parallelism);
}
}
public static <T extends HoodieRecordPayload<T>> HoodieWriteMetadata execute(String instantTime,
JavaRDD<HoodieKey> keys, JavaSparkContext jsc, HoodieWriteConfig config, HoodieTable<T> table,
JavaRDD<HoodieKey> keys, JavaSparkContext jsc,
HoodieWriteConfig config, HoodieTable<T> table,
CommitActionExecutor<T> deleteExecutor) {
try {
HoodieWriteMetadata result = null;
// De-dupe/merge if needed
JavaRDD<HoodieKey> dedupedKeys = config.shouldCombineBeforeDelete() ? deduplicateKeys(keys, table) : keys;
JavaRDD<HoodieKey> dedupedKeys = keys;
final int parallelism = config.getDeleteShuffleParallelism();
if (config.shouldCombineBeforeDelete()) {
// De-dupe/merge if needed
dedupedKeys = deduplicateKeys(keys, table, parallelism);
} else if (!keys.partitions().isEmpty()) {
dedupedKeys = keys.repartition(parallelism);
}
JavaRDD<HoodieRecord<T>> dedupedRecords =
dedupedKeys.map(key -> new HoodieRecord(key, new EmptyHoodieRecordPayload()));
@@ -74,7 +83,7 @@ public class DeleteHelper<T extends HoodieRecordPayload<T>> {
((HoodieTable<T>)table).getIndex().tagLocation(dedupedRecords, jsc, (HoodieTable<T>)table);
Duration tagLocationDuration = Duration.between(beginTag, Instant.now());
// filter out non existant keys/records
// filter out non existent keys/records
JavaRDD<HoodieRecord<T>> taggedValidRecords = taggedRecords.filter(HoodieRecord::isCurrentLocationKnown);
if (!taggedValidRecords.isEmpty()) {
result = deleteExecutor.execute(taggedValidRecords);

2
hudi-client/src/test/java/org/apache/hudi/index/TestHoodieIndex.java
View File

@@ -437,7 +437,7 @@ public class TestHoodieIndex extends HoodieClientTestHarness {
*/
private HoodieWriteConfig.Builder getConfigBuilder(String schemaStr, IndexType indexType) {
return HoodieWriteConfig.newBuilder().withPath(basePath).withSchema(schemaStr)
.withParallelism(2, 2).withBulkInsertParallelism(2).withFinalizeWriteParallelism(2)
.withParallelism(2, 2).withBulkInsertParallelism(2).withFinalizeWriteParallelism(2).withDeleteParallelism(2)
.withWriteStatusClass(MetadataMergeWriteStatus.class)
.withConsistencyGuardConfig(ConsistencyGuardConfig.newBuilder().withConsistencyCheckEnabled(true).build())
.withCompactionConfig(HoodieCompactionConfig.newBuilder().compactionSmallFileSize(1024 * 1024).build())

2
hudi-client/src/test/java/org/apache/hudi/index/hbase/TestHBaseIndex.java
View File

@@ -462,7 +462,7 @@ public class TestHBaseIndex extends FunctionalTestHarness {
private HoodieWriteConfig.Builder getConfigBuilder(int hbaseIndexBatchSize) {
return HoodieWriteConfig.newBuilder().withPath(basePath()).withSchema(HoodieTestDataGenerator.TRIP_EXAMPLE_SCHEMA)
.withParallelism(1, 1)
.withParallelism(1, 1).withDeleteParallelism(1)
.withCompactionConfig(HoodieCompactionConfig.newBuilder().compactionSmallFileSize(1024 * 1024)
.withInlineCompaction(false).build())
.withAutoCommit(false).withStorageConfig(HoodieStorageConfig.newBuilder()

2
hudi-client/src/test/java/org/apache/hudi/io/TestHoodieKeyLocationFetchHandle.java
View File

@@ -174,7 +174,7 @@ public class TestHoodieKeyLocationFetchHandle extends HoodieClientTestHarness {
*/
private HoodieWriteConfig.Builder getConfigBuilder(String schemaStr) {
return HoodieWriteConfig.newBuilder().withPath(basePath).withSchema(schemaStr)
.withParallelism(2, 2).withBulkInsertParallelism(2).withFinalizeWriteParallelism(2)
.withParallelism(2, 2).withBulkInsertParallelism(2).withFinalizeWriteParallelism(2).withDeleteParallelism(2)
.withWriteStatusClass(MetadataMergeWriteStatus.class)
.withConsistencyGuardConfig(ConsistencyGuardConfig.newBuilder().withConsistencyCheckEnabled(true).build())
.withCompactionConfig(HoodieCompactionConfig.newBuilder().compactionSmallFileSize(1024 * 1024).build())

1
hudi-client/src/test/java/org/apache/hudi/io/TestHoodieMergeHandle.java
View File

@@ -309,6 +309,7 @@ public class TestHoodieMergeHandle extends HoodieClientTestHarness {
HoodieWriteConfig.Builder getConfigBuilder() {
return HoodieWriteConfig.newBuilder().withPath(basePath).withSchema(HoodieTestDataGenerator.TRIP_EXAMPLE_SCHEMA)
.withParallelism(2, 2)
.withDeleteParallelism(2)
.withCompactionConfig(HoodieCompactionConfig.newBuilder().compactionSmallFileSize(1024 * 1024).build())
.withStorageConfig(HoodieStorageConfig.newBuilder().hfileMaxFileSize(1024 * 1024).parquetMaxFileSize(1024 * 1024).build())
.forTable("test-trip-table")

4
hudi-client/src/test/java/org/apache/hudi/table/TestCleaner.java
View File

@@ -207,7 +207,7 @@ public class TestCleaner extends HoodieClientTestBase {
HoodieWriteConfig cfg = getConfigBuilder()
.withCompactionConfig(HoodieCompactionConfig.newBuilder()
.withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_FILE_VERSIONS).retainFileVersions(maxVersions).build())
.withParallelism(1, 1).withBulkInsertParallelism(1).withFinalizeWriteParallelism(1)
.withParallelism(1, 1).withBulkInsertParallelism(1).withFinalizeWriteParallelism(1).withDeleteParallelism(1)
.withConsistencyGuardConfig(ConsistencyGuardConfig.newBuilder().withConsistencyCheckEnabled(true).build())
.build();
try (HoodieWriteClient client = getHoodieWriteClient(cfg);) {
@@ -368,7 +368,7 @@ public class TestCleaner extends HoodieClientTestBase {
HoodieWriteConfig cfg = getConfigBuilder()
.withCompactionConfig(HoodieCompactionConfig.newBuilder()
.withCleanerPolicy(HoodieCleaningPolicy.KEEP_LATEST_COMMITS).retainCommits(maxCommits).build())
.withParallelism(1, 1).withBulkInsertParallelism(1).withFinalizeWriteParallelism(1)
.withParallelism(1, 1).withBulkInsertParallelism(1).withFinalizeWriteParallelism(1).withDeleteParallelism(1)
.withConsistencyGuardConfig(ConsistencyGuardConfig.newBuilder().withConsistencyCheckEnabled(true).build())
.build();
HoodieWriteClient client = getHoodieWriteClient(cfg);

2
hudi-client/src/test/java/org/apache/hudi/table/TestHoodieMergeOnReadTable.java
View File

@@ -803,6 +803,7 @@ public class TestHoodieMergeOnReadTable extends HoodieClientTestHarness {
protected HoodieWriteConfig getHoodieWriteConfigWithSmallFileHandlingOff() {
return HoodieWriteConfig.newBuilder().withPath(basePath).withSchema(TRIP_EXAMPLE_SCHEMA).withParallelism(2, 2)
.withDeleteParallelism(2)
.withAutoCommit(false).withAssumeDatePartitioning(true)
.withCompactionConfig(HoodieCompactionConfig.newBuilder().compactionSmallFileSize(1024)
.withInlineCompaction(false).withMaxNumDeltaCommitsBeforeCompaction(1).build())
@@ -1466,6 +1467,7 @@ public class TestHoodieMergeOnReadTable extends HoodieClientTestHarness {
protected HoodieWriteConfig.Builder getConfigBuilder(Boolean autoCommit, Boolean rollbackUsingMarkers, HoodieIndex.IndexType indexType) {
return HoodieWriteConfig.newBuilder().withPath(basePath).withSchema(TRIP_EXAMPLE_SCHEMA).withParallelism(2, 2)
.withDeleteParallelism(2)
.withAutoCommit(autoCommit).withAssumeDatePartitioning(true)
.withCompactionConfig(HoodieCompactionConfig.newBuilder().compactionSmallFileSize(1024 * 1024 * 1024)
.withInlineCompaction(false).withMaxNumDeltaCommitsBeforeCompaction(1).build())

186
hudi-client/src/test/java/org/apache/hudi/table/action/commit/TestDeleteHelper.java Normal file
View File

@@ -0,0 +1,186 @@
/*
* 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.action.commit;
import org.apache.hudi.common.model.EmptyHoodieRecordPayload;
import org.apache.hudi.common.model.HoodieKey;
import org.apache.hudi.config.HoodieWriteConfig;
import org.apache.hudi.index.bloom.HoodieBloomIndex;
import org.apache.hudi.table.HoodieTable;
import org.apache.hudi.table.action.HoodieWriteMetadata;
import org.apache.spark.Partition;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.api.java.JavaSparkContext;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.extension.ExtendWith;
import org.mockito.Mock;
import org.mockito.junit.jupiter.MockitoExtension;
import scala.Tuple2;
import java.util.Collections;
import java.util.List;
import static org.mockito.ArgumentMatchers.any;
import static org.mockito.ArgumentMatchers.anyInt;
import static org.mockito.ArgumentMatchers.anyString;
import static org.mockito.ArgumentMatchers.eq;
import static org.mockito.Mockito.doNothing;
import static org.mockito.Mockito.doReturn;
import static org.mockito.Mockito.mock;
import static org.mockito.Mockito.never;
import static org.mockito.Mockito.times;
import static org.mockito.Mockito.verify;
import static org.mockito.Mockito.when;
@ExtendWith(MockitoExtension.class)
public class TestDeleteHelper {
private enum CombineTestMode {
None, GlobalIndex, NoneGlobalIndex;
}
private static final String BASE_PATH = "/tmp/";
private static final boolean WITH_COMBINE = true;
private static final boolean WITHOUT_COMBINE = false;
private static final int DELETE_PARALLELISM = 200;
@Mock private HoodieBloomIndex index;
@Mock private HoodieTable<EmptyHoodieRecordPayload> table;
@Mock private CommitActionExecutor<EmptyHoodieRecordPayload> executor;
@Mock private HoodieWriteMetadata metadata;
@Mock private JavaPairRDD keyPairs;
@Mock private JavaSparkContext jsc;
private JavaRDD<HoodieKey> rddToDelete;
private HoodieWriteConfig config;
@BeforeEach
public void setUp() {
when(table.getIndex()).thenReturn(index);
}
@Test
public void deleteWithEmptyRDDShouldNotExecute() {
rddToDelete = mockEmptyHoodieKeyRdd();
config = newWriteConfig(WITHOUT_COMBINE);
DeleteHelper.execute("test-time", rddToDelete, jsc, config, table, executor);
verify(rddToDelete, never()).repartition(DELETE_PARALLELISM);
verifyNoDeleteExecution();
}
@Test
public void deleteWithoutCombineShouldRepartitionForNonEmptyRdd() {
rddToDelete = newHoodieKeysRddMock(2, CombineTestMode.None);
config = newWriteConfig(WITHOUT_COMBINE);
DeleteHelper.execute("test-time", rddToDelete, jsc, config, table, executor);
verify(rddToDelete, times(1)).repartition(DELETE_PARALLELISM);
verifyDeleteExecution();
}
@Test
public void deleteWithCombineShouldRepartitionForNonEmptyRddAndNonGlobalIndex() {
rddToDelete = newHoodieKeysRddMock(2, CombineTestMode.NoneGlobalIndex);
config = newWriteConfig(WITH_COMBINE);
DeleteHelper.execute("test-time", rddToDelete, jsc, config, table, executor);
verify(rddToDelete, times(1)).distinct(DELETE_PARALLELISM);
verifyDeleteExecution();
}
@Test
public void deleteWithCombineShouldRepartitionForNonEmptyRddAndGlobalIndex() {
rddToDelete = newHoodieKeysRddMock(2, CombineTestMode.GlobalIndex);
config = newWriteConfig(WITH_COMBINE);
when(index.isGlobal()).thenReturn(true);
DeleteHelper.execute("test-time", rddToDelete, jsc, config, table, executor);
verify(keyPairs, times(1)).reduceByKey(any(), eq(DELETE_PARALLELISM));
verifyDeleteExecution();
}
private void verifyDeleteExecution() {
verify(executor, times(1)).execute(any());
verify(metadata, times(1)).setIndexLookupDuration(any());
}
private void verifyNoDeleteExecution() {
verify(executor, never()).execute(any());
}
private HoodieWriteConfig newWriteConfig(boolean combine) {
return HoodieWriteConfig.newBuilder()
.combineDeleteInput(combine)
.withPath(BASE_PATH)
.withDeleteParallelism(DELETE_PARALLELISM)
.build();
}
private JavaRDD<HoodieKey> newHoodieKeysRddMock(int howMany, CombineTestMode combineMode) {
JavaRDD<HoodieKey> keysToDelete = mock(JavaRDD.class);
JavaRDD recordsRdd = mock(JavaRDD.class);
when(recordsRdd.filter(any())).thenReturn(recordsRdd);
when(recordsRdd.isEmpty()).thenReturn(howMany <= 0);
when(index.tagLocation(any(), any(), any())).thenReturn(recordsRdd);
if (combineMode == CombineTestMode.GlobalIndex) {
when(keyPairs.reduceByKey(any(), anyInt())).thenReturn(keyPairs);
when(keyPairs.values()).thenReturn(keysToDelete);
when(keysToDelete.keyBy(any())).thenReturn(keyPairs);
} else if (combineMode == CombineTestMode.NoneGlobalIndex) {
when(keysToDelete.distinct(anyInt())).thenReturn(keysToDelete);
} else if (combineMode == CombineTestMode.None) {
List<Partition> parts = mock(List.class);
when(parts.isEmpty()).thenReturn(howMany <= 0);
when(keysToDelete.repartition(anyInt())).thenReturn(keysToDelete);
when(keysToDelete.partitions()).thenReturn(parts);
}
when(keysToDelete.map(any())).thenReturn(recordsRdd);
when(executor.execute(any())).thenReturn(metadata);
return keysToDelete;
}
private JavaRDD<HoodieKey> mockEmptyHoodieKeyRdd() {
JavaRDD<HoodieKey> emptyRdd = mock(JavaRDD.class);
doReturn(true).when(emptyRdd).isEmpty();
doReturn(Collections.emptyList()).when(emptyRdd).partitions();
doReturn(emptyRdd).when(emptyRdd).map(any());
JavaPairRDD<Tuple2, Long> emptyPairRdd = mock(JavaPairRDD.class);
doReturn(Collections.emptyMap()).when(emptyPairRdd).countByKey();
doReturn(emptyPairRdd).when(emptyRdd).mapToPair(any());
doReturn(emptyRdd).when(index).tagLocation(any(), any(), any());
doReturn(emptyRdd).when(emptyRdd).filter(any());
doNothing().when(executor).saveWorkloadProfileMetadataToInflight(any(), anyString());
doReturn(emptyRdd).when(jsc).emptyRDD();
return emptyRdd;
}
}

2
hudi-client/src/test/java/org/apache/hudi/testutils/HoodieClientTestBase.java
View File

@@ -125,7 +125,7 @@ public class HoodieClientTestBase extends HoodieClientTestHarness {
*/
public HoodieWriteConfig.Builder getConfigBuilder(String schemaStr, IndexType indexType) {
return HoodieWriteConfig.newBuilder().withPath(basePath).withSchema(schemaStr)
.withParallelism(2, 2).withBulkInsertParallelism(2).withFinalizeWriteParallelism(2)
.withParallelism(2, 2).withBulkInsertParallelism(2).withFinalizeWriteParallelism(2).withDeleteParallelism(2)
.withTimelineLayoutVersion(TimelineLayoutVersion.CURR_VERSION)
.withWriteStatusClass(MetadataMergeWriteStatus.class)
.withConsistencyGuardConfig(ConsistencyGuardConfig.newBuilder().withConsistencyCheckEnabled(true).build())

1
hudi-client/src/test/java/org/apache/hudi/testutils/SparkDatasetTestUtils.java
View File

@@ -165,6 +165,7 @@ public class SparkDatasetTestUtils {
public static HoodieWriteConfig.Builder getConfigBuilder(String basePath) {
return HoodieWriteConfig.newBuilder().withPath(basePath).withSchema(HoodieTestDataGenerator.TRIP_EXAMPLE_SCHEMA)
.withParallelism(2, 2)
.withDeleteParallelism(2)
.withCompactionConfig(HoodieCompactionConfig.newBuilder().compactionSmallFileSize(1024 * 1024).build())
.withStorageConfig(HoodieStorageConfig.newBuilder().hfileMaxFileSize(1024 * 1024).parquetMaxFileSize(1024 * 1024).build())
.forTable("test-trip-table")

3
hudi-examples/src/main/java/org/apache/hudi/examples/spark/HoodieWriteClientExample.java
View File

@@ -88,7 +88,8 @@ public class HoodieWriteClientExample {
// Create the write client to write some records in
HoodieWriteConfig cfg = HoodieWriteConfig.newBuilder().withPath(tablePath)
.withSchema(HoodieExampleDataGenerator.TRIP_EXAMPLE_SCHEMA).withParallelism(2, 2).forTable(tableName)
.withSchema(HoodieExampleDataGenerator.TRIP_EXAMPLE_SCHEMA).withParallelism(2, 2)
.withDeleteParallelism(2).forTable(tableName)
.withIndexConfig(HoodieIndexConfig.newBuilder().withIndexType(HoodieIndex.IndexType.BLOOM).build())
.withCompactionConfig(HoodieCompactionConfig.newBuilder().archiveCommitsWith(20, 30).build()).build();
HoodieWriteClient<HoodieAvroPayload> client = new HoodieWriteClient<>(jsc, cfg);

1
hudi-integ-test/src/test/java/org/apache/hudi/integ/testsuite/reader/TestDFSHoodieDatasetInputReader.java
View File

@@ -113,6 +113,7 @@ public class TestDFSHoodieDatasetInputReader extends UtilitiesTestBase {
// Prepare the AvroParquetIO
return HoodieWriteConfig.newBuilder().withPath(dfsBasePath)
.withParallelism(2, 2)
.withDeleteParallelism(2)
.withSchema(HoodieTestDataGenerator
.TRIP_EXAMPLE_SCHEMA);
}

1
hudi-spark/src/test/java/HoodieJavaApp.java
View File

@@ -199,6 +199,7 @@ public class HoodieJavaApp {
Dataset<Row> inputDF3 = spark.read().json(jssc.parallelize(deletes, 2));
writer = inputDF3.write().format("org.apache.hudi").option("hoodie.insert.shuffle.parallelism", "2")
.option("hoodie.upsert.shuffle.parallelism", "2")
.option("hoodie.delete.shuffle.parallelism", "2")
.option(DataSourceWriteOptions.TABLE_TYPE_OPT_KEY(), tableType) // Hoodie Table Type
.option(DataSourceWriteOptions.OPERATION_OPT_KEY(), "delete")
.option(DataSourceWriteOptions.RECORDKEY_FIELD_OPT_KEY(), "_row_key")

1
hudi-spark/src/test/java/HoodieJavaStreamingApp.java
View File

@@ -354,6 +354,7 @@ public class HoodieJavaStreamingApp {
DataStreamWriter<Row> writer = streamingInput.writeStream().format("org.apache.hudi")
.option("hoodie.insert.shuffle.parallelism", "2").option("hoodie.upsert.shuffle.parallelism", "2")
.option("hoodie.delete.shuffle.parallelism", "2")
.option(DataSourceWriteOptions.OPERATION_OPT_KEY(), operationType)
.option(DataSourceWriteOptions.TABLE_TYPE_OPT_KEY(), tableType)
.option(DataSourceWriteOptions.RECORDKEY_FIELD_OPT_KEY(), "_row_key")

1
hudi-utilities/src/main/java/org/apache/hudi/utilities/UtilHelpers.java
View File

@@ -247,6 +247,7 @@ public class UtilHelpers {
HoodieWriteConfig.newBuilder().withPath(basePath)
.withParallelism(parallelism, parallelism)
.withBulkInsertParallelism(parallelism)
.withDeleteParallelism(parallelism)
.withSchema(schemaStr).combineInput(true, true).withCompactionConfig(compactionConfig)
.withIndexConfig(HoodieIndexConfig.newBuilder().withIndexType(HoodieIndex.IndexType.BLOOM).build())
.withProps(properties).build();

1
hudi-utilities/src/test/java/org/apache/hudi/utilities/functional/TestHoodieSnapshotExporter.java
View File

@@ -111,6 +111,7 @@ public class TestHoodieSnapshotExporter extends FunctionalTestHarness {
.withSchema(HoodieTestDataGenerator.TRIP_EXAMPLE_SCHEMA)
.withParallelism(2, 2)
.withBulkInsertParallelism(2)
.withDeleteParallelism(2)
.forTable(TABLE_NAME)
.withIndexConfig(HoodieIndexConfig.newBuilder().withIndexType(IndexType.BLOOM).build())
.build();

1
hudi-utilities/src/test/resources/delta-streamer-config/base.properties
View File

@@ -17,4 +17,5 @@
###
hoodie.upsert.shuffle.parallelism=2
hoodie.insert.shuffle.parallelism=2
hoodie.delete.shuffle.parallelism=2
hoodie.bulkinsert.shuffle.parallelism=2