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Posted to commits@hudi.apache.org by GitBox <gi...@apache.org> on 2022/02/21 04:55:39 UTC

[GitHub] [hudi] xushiyan opened a new pull request #4856: Hudi 2439 refactoring spark commit executors

xushiyan opened a new pull request #4856:
URL: https://github.com/apache/hudi/pull/4856


   - Adopt HoodieData
   - Move Spark independent DeleteHelper, WriteHelper to client-common
   - Merge `SparkBoundedInMemoryExecutor` with `BoundedInMemoryExecutor`


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056951410


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056928289


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056936942


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059700825


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059101184


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1057066497


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046635904


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1070525157


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066300015


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046635904


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056869830


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1070374556


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066271263


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059180171


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059421582


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059700825


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056956972


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059198160


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059198160


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1070374556


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1061338640


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[GitHub] [hudi] yihua commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
yihua commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r823226342



##########
File path: hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/commit/HoodieDeleteHelper.java
##########
@@ -48,69 +45,64 @@
  * @param <T>
  */
 @SuppressWarnings("checkstyle:LineLength")
-public class SparkDeleteHelper<T extends HoodieRecordPayload,R> extends
-    BaseDeleteHelper<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>, R> {
-  private SparkDeleteHelper() {
+public class HoodieDeleteHelper<T extends HoodieRecordPayload, R> extends
+    BaseDeleteHelper<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>, R> {
+  private HoodieDeleteHelper() {
   }
 
   private static class DeleteHelperHolder {
-    private static final SparkDeleteHelper SPARK_DELETE_HELPER = new SparkDeleteHelper();
+    private static final HoodieDeleteHelper HOODIE_DELETE_HELPER = new HoodieDeleteHelper<>();
   }
 
-  public static SparkDeleteHelper newInstance() {
-    return DeleteHelperHolder.SPARK_DELETE_HELPER;
+  public static HoodieDeleteHelper newInstance() {
+    return DeleteHelperHolder.HOODIE_DELETE_HELPER;
   }
 
   @Override
-  public JavaRDD<HoodieKey> deduplicateKeys(JavaRDD<HoodieKey> keys, HoodieTable<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>> table, int parallelism) {
+  public HoodieData<HoodieKey> deduplicateKeys(HoodieData<HoodieKey> keys, HoodieTable<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>> table, int parallelism) {
     boolean isIndexingGlobal = table.getIndex().isGlobal();
     if (isIndexingGlobal) {
-      return keys.keyBy(HoodieKey::getRecordKey)
-          .reduceByKey((key1, key2) -> key1, parallelism)
-          .values();
+      return keys.distinctWithKey(HoodieKey::getRecordKey, parallelism);
     } else {
-      return keys.distinct(parallelism);
+      return keys.distinct();

Review comment:
       Should the parallelism still be passed in here?

##########
File path: hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/commit/HoodieDeleteHelper.java
##########
@@ -48,69 +45,64 @@
  * @param <T>
  */
 @SuppressWarnings("checkstyle:LineLength")
-public class SparkDeleteHelper<T extends HoodieRecordPayload,R> extends
-    BaseDeleteHelper<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>, R> {
-  private SparkDeleteHelper() {
+public class HoodieDeleteHelper<T extends HoodieRecordPayload, R> extends
+    BaseDeleteHelper<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>, R> {
+  private HoodieDeleteHelper() {
   }
 
   private static class DeleteHelperHolder {
-    private static final SparkDeleteHelper SPARK_DELETE_HELPER = new SparkDeleteHelper();
+    private static final HoodieDeleteHelper HOODIE_DELETE_HELPER = new HoodieDeleteHelper<>();
   }
 
-  public static SparkDeleteHelper newInstance() {
-    return DeleteHelperHolder.SPARK_DELETE_HELPER;
+  public static HoodieDeleteHelper newInstance() {
+    return DeleteHelperHolder.HOODIE_DELETE_HELPER;
   }
 
   @Override
-  public JavaRDD<HoodieKey> deduplicateKeys(JavaRDD<HoodieKey> keys, HoodieTable<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>> table, int parallelism) {
+  public HoodieData<HoodieKey> deduplicateKeys(HoodieData<HoodieKey> keys, HoodieTable<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>> table, int parallelism) {
     boolean isIndexingGlobal = table.getIndex().isGlobal();
     if (isIndexingGlobal) {
-      return keys.keyBy(HoodieKey::getRecordKey)
-          .reduceByKey((key1, key2) -> key1, parallelism)
-          .values();
+      return keys.distinctWithKey(HoodieKey::getRecordKey, parallelism);
     } else {
-      return keys.distinct(parallelism);
+      return keys.distinct();
     }
   }
 
   @Override
-  public HoodieWriteMetadata<JavaRDD<WriteStatus>> execute(String instantTime,
-                                                           JavaRDD<HoodieKey> keys,
-                                                           HoodieEngineContext context,
-                                                           HoodieWriteConfig config,
-                                                           HoodieTable<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>> table,
-                                                           BaseCommitActionExecutor<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>, R> deleteExecutor) {
-    JavaSparkContext jsc = HoodieSparkEngineContext.getSparkContext(context);
-
+  public HoodieWriteMetadata<HoodieData<WriteStatus>> execute(String instantTime,
+                                                              HoodieData<HoodieKey> keys,
+                                                              HoodieEngineContext context,
+                                                              HoodieWriteConfig config,
+                                                              HoodieTable<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>> table,
+                                                              BaseCommitActionExecutor<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>, R> deleteExecutor) {
     try {
-      HoodieWriteMetadata result = null;
-      JavaRDD<HoodieKey> dedupedKeys = keys;
+      HoodieData<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()) {
+      } else if (keys.hasPartitions()) {

Review comment:
       Should this be replaced by `keys.isEmpty()`?

##########
File path: hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/commit/HoodieDeleteHelper.java
##########
@@ -48,69 +45,64 @@
  * @param <T>
  */
 @SuppressWarnings("checkstyle:LineLength")
-public class SparkDeleteHelper<T extends HoodieRecordPayload,R> extends
-    BaseDeleteHelper<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>, R> {
-  private SparkDeleteHelper() {
+public class HoodieDeleteHelper<T extends HoodieRecordPayload, R> extends

Review comment:
       Should `FlinkDeleteHelper` and `JavaDeleteHelper` be deleted and replaced by this class?  And wondering if `HoodieDeleteHelper` can be the root of the class hierarchy, i.e., combining `HoodieDeleteHelper` and `BaseDeleteHelper`?

##########
File path: hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/commit/HoodieWriteHelper.java
##########
@@ -19,60 +19,52 @@
 package org.apache.hudi.table.action.commit;
 
 import org.apache.hudi.client.WriteStatus;
+import org.apache.hudi.common.data.HoodieData;
 import org.apache.hudi.common.engine.HoodieEngineContext;
 import org.apache.hudi.common.model.HoodieAvroRecord;
 import org.apache.hudi.common.model.HoodieKey;
 import org.apache.hudi.common.model.HoodieRecord;
 import org.apache.hudi.common.model.HoodieRecordPayload;
-import org.apache.hudi.data.HoodieJavaRDD;
+import org.apache.hudi.common.util.collection.Pair;
 import org.apache.hudi.index.HoodieIndex;
 import org.apache.hudi.table.HoodieTable;
 
-import org.apache.spark.api.java.JavaRDD;
+public class HoodieWriteHelper<T extends HoodieRecordPayload, R> extends BaseWriteHelper<T, HoodieData<HoodieRecord<T>>,

Review comment:
       Similar here for the write helper regarding Flink, Java, and BaseWriteHelper.

##########
File path: hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/commit/HoodieMergeHelper.java
##########
@@ -37,31 +38,29 @@
 import org.apache.avro.io.BinaryDecoder;
 import org.apache.avro.io.BinaryEncoder;
 import org.apache.hadoop.conf.Configuration;
-import org.apache.spark.api.java.JavaRDD;
 
 import java.io.IOException;
 import java.util.Iterator;
 
-public class SparkMergeHelper<T extends HoodieRecordPayload> extends BaseMergeHelper<T, JavaRDD<HoodieRecord<T>>,
-    JavaRDD<HoodieKey>, JavaRDD<WriteStatus>> {
+public class HoodieMergeHelper<T extends HoodieRecordPayload> extends

Review comment:
       Similar here for the merge helper regarding Flink, Java, and BaseMergeHelper.

##########
File path: hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/run/strategy/MultipleSparkJobExecutionStrategy.java
##########
@@ -94,7 +95,7 @@ public MultipleSparkJobExecutionStrategy(HoodieTable table, HoodieEngineContext
   public HoodieWriteMetadata<HoodieData<WriteStatus>> performClustering(final HoodieClusteringPlan clusteringPlan, final Schema schema, final String instantTime) {
     JavaSparkContext engineContext = HoodieSparkEngineContext.getSparkContext(getEngineContext());
     // execute clustering for each group async and collect WriteStatus
-    Stream<JavaRDD<WriteStatus>> writeStatusRDDStream = FutureUtils.allOf(
+    Stream<HoodieData<WriteStatus>> writeStatusRDDStream = FutureUtils.allOf(

Review comment:
       nit: rename variable?

##########
File path: hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/SparkRDDWriteClient.java
##########
@@ -224,44 +232,50 @@ public HoodieWriteResult insertOverwriteTable(JavaRDD<HoodieRecord<T>> records,
   }
 
   @Override
-  public JavaRDD<WriteStatus> bulkInsert(JavaRDD<HoodieRecord<T>> records, String instantTime, Option<BulkInsertPartitioner<JavaRDD<HoodieRecord<T>>>> userDefinedBulkInsertPartitioner) {
-    HoodieTable<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>> table =
+  public JavaRDD<WriteStatus> bulkInsert(JavaRDD<HoodieRecord<T>> records, String instantTime, Option<BulkInsertPartitioner<?>> userDefinedBulkInsertPartitioner) {
+    HoodieTable<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>> table =
         initTable(WriteOperationType.BULK_INSERT, Option.ofNullable(instantTime));
     table.validateInsertSchema();
     preWrite(instantTime, WriteOperationType.BULK_INSERT, table.getMetaClient());
-    HoodieWriteMetadata<JavaRDD<WriteStatus>> result = table.bulkInsert(context,instantTime, records, userDefinedBulkInsertPartitioner);
-    return postWrite(result, instantTime, table);
+    Option<BulkInsertPartitioner<?>> partitionerOption = Option.ofNullable(userDefinedBulkInsertPartitioner.orElse(null));
+    HoodieWriteMetadata<HoodieData<WriteStatus>> result = table.bulkInsert(context,instantTime, HoodieJavaRDD.of(records), partitionerOption);
+    HoodieWriteMetadata<JavaRDD<WriteStatus>> resultRDD = result.clone(HoodieJavaRDD.getJavaRDD(result.getWriteStatuses()));
+    return postWrite(resultRDD, instantTime, table);
   }
 
   @Override
-  public JavaRDD<WriteStatus> bulkInsertPreppedRecords(JavaRDD<HoodieRecord<T>> preppedRecords, String instantTime, Option<BulkInsertPartitioner<JavaRDD<HoodieRecord<T>>>> bulkInsertPartitioner) {
-    HoodieTable<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>> table =
+  public JavaRDD<WriteStatus> bulkInsertPreppedRecords(JavaRDD<HoodieRecord<T>> preppedRecords, String instantTime, Option<BulkInsertPartitioner<?>> bulkInsertPartitioner) {
+    HoodieTable<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>> table =
         initTable(WriteOperationType.BULK_INSERT_PREPPED, Option.ofNullable(instantTime));
     table.validateInsertSchema();
     preWrite(instantTime, WriteOperationType.BULK_INSERT_PREPPED, table.getMetaClient());
-    HoodieWriteMetadata<JavaRDD<WriteStatus>> result = table.bulkInsertPrepped(context,instantTime, preppedRecords, bulkInsertPartitioner);
-    return postWrite(result, instantTime, table);
+    Option<BulkInsertPartitioner<?>> partitionerOption = Option.ofNullable(bulkInsertPartitioner.orElse(null));

Review comment:
       wondering if you tested the user-defined bulk insert partitioner to see if the type wildcard does not cause any issue along the bulk insert write path.

##########
File path: hudi-common/src/main/java/org/apache/hudi/common/data/HoodieMapPair.java
##########
@@ -110,6 +113,16 @@ public long count() {
         Collectors.toMap(Map.Entry::getKey, entry -> (long) entry.getValue().size()));
   }
 
+  @Override
+  public HoodiePairData<K, V> reduceByKey(SerializableBiFunction<V, V, V> func, int parallelism) {

Review comment:
       Add unit tests for this?

##########
File path: hudi-common/src/main/java/org/apache/hudi/common/data/HoodieList.java
##########
@@ -132,6 +134,26 @@ public long count() {
     return HoodieList.of(new ArrayList<>(new HashSet<>(listData)));
   }
 
+  @Override
+  public <O> HoodieData<T> distinctWithKey(SerializableFunction<T, O> keyGetter, int parallelism) {
+    Set<O> set = listData.stream().map(i -> throwingMapWrapper(keyGetter).apply(i)).collect(Collectors.toSet());
+    List<T> distinctList = new LinkedList<>();
+    listData.forEach(x -> {
+      if (set.contains(throwingMapWrapper(keyGetter).apply(x))) {
+        distinctList.add(x);
+      }
+    });
+    return HoodieList.of(distinctList);

Review comment:
       It seems that the result can still have multiple objects with the same key.  But the `distinct` should only give back one object per key?

##########
File path: hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/table/action/commit/SparkInsertOverwriteTableCommitActionExecutor.java
##########
@@ -41,21 +40,17 @@
 
   public SparkInsertOverwriteTableCommitActionExecutor(HoodieEngineContext context,
                                                        HoodieWriteConfig config, HoodieTable table,
-                                                       String instantTime, JavaRDD<HoodieRecord<T>> inputRecordsRDD) {
+                                                       String instantTime, HoodieData<HoodieRecord<T>> inputRecordsRDD) {
     super(context, config, table, instantTime, inputRecordsRDD, WriteOperationType.INSERT_OVERWRITE_TABLE);
   }
 
   @Override
-  protected Map<String, List<String>> getPartitionToReplacedFileIds(HoodieWriteMetadata<JavaRDD<WriteStatus>> writeMetadata) {
-    Map<String, List<String>> partitionToExistingFileIds = new HashMap<>();
+  protected Map<String, List<String>> getPartitionToReplacedFileIds(HoodieWriteMetadata<HoodieData<WriteStatus>> writeMetadata) {
     List<String> partitionPaths = FSUtils.getAllPartitionPaths(context, config.getMetadataConfig(), table.getMetaClient().getBasePath());
-    JavaSparkContext jsc = HoodieSparkEngineContext.getSparkContext(context);
-    if (partitionPaths != null && partitionPaths.size() > 0) {
-      context.setJobStatus(this.getClass().getSimpleName(), "Getting ExistingFileIds of all partitions");
-      JavaRDD<String> partitionPathRdd = jsc.parallelize(partitionPaths, partitionPaths.size());
-      partitionToExistingFileIds = partitionPathRdd.mapToPair(
-          partitionPath -> new Tuple2<>(partitionPath, getAllExistingFileIds(partitionPath))).collectAsMap();
+    if (partitionPaths == null || partitionPaths.isEmpty()) {
+      return Collections.emptyMap();
     }
-    return partitionToExistingFileIds;
+    return HoodieJavaPairRDD.getJavaPairRDD(context.parallelize(partitionPaths, partitionPaths.size()).mapToPair(

Review comment:
       Need to set the job status before returning?
   ```
   context.setJobStatus(this.getClass().getSimpleName(), "Getting ExistingFileIds of all partitions");
   ```

##########
File path: hudi-client/hudi-flink-client/src/main/java/org/apache/hudi/client/HoodieFlinkWriteClient.java
##########
@@ -363,7 +365,7 @@ public void completeCompaction(
       // Do not do any conflict resolution here as we do with regular writes. We take the lock here to ensure all writes to metadata table happens within a
       // single lock (single writer). Because more than one write to metadata table will result in conflicts since all of them updates the same partition.
       table.getMetadataWriter(compactionInstant.getTimestamp()).ifPresent(
-          w -> w.update(metadata, compactionInstant.getTimestamp(), table.isTableServiceAction(compactionInstant.getAction())));
+          w -> ((HoodieTableMetadataWriter) w).update(metadata, compactionInstant.getTimestamp(), table.isTableServiceAction(compactionInstant.getAction())));

Review comment:
       nit: seems that the type cast is not needed?

##########
File path: hudi-client/hudi-client-common/src/main/java/org/apache/hudi/client/BaseHoodieWriteClient.java
##########
@@ -397,7 +398,7 @@ protected void rollbackFailedBootstrap() {
    * @return Collection of WriteStatus to inspect errors and counts
    */
   public abstract O bulkInsert(I records, final String instantTime,
-                               Option<BulkInsertPartitioner<I>> userDefinedBulkInsertPartitioner);
+                               Option<BulkInsertPartitioner<?>> userDefinedBulkInsertPartitioner);

Review comment:
       Not required in this PR to limit the scope.  Should BulkInsertPartitioner take in HoodieData as well?

##########
File path: hudi-client/hudi-spark-client/src/test/java/org/apache/hudi/table/action/commit/TestDeleteHelper.java
##########
@@ -1,194 +0,0 @@
-/*
- * 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.client.WriteStatus;
-import org.apache.hudi.client.common.HoodieSparkEngineContext;
-import org.apache.hudi.common.model.EmptyHoodieRecordPayload;
-import org.apache.hudi.common.model.HoodieKey;
-import org.apache.hudi.common.model.HoodieRecord;
-import org.apache.hudi.config.HoodieWriteConfig;
-import org.apache.hudi.data.HoodieJavaRDD;
-import org.apache.hudi.index.HoodieIndex;
-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 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 {

Review comment:
       Should we still keep this set of tests?




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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046475030


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046683264


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046617971


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046680577


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Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046617971


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046680577


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046615473


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1070392942


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1070597978


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1070792687


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066188252


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1061382508


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[GitHub] [hudi] xushiyan commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
xushiyan commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r825538755



##########
File path: hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/commit/HoodieWriteHelper.java
##########
@@ -19,60 +19,52 @@
 package org.apache.hudi.table.action.commit;
 
 import org.apache.hudi.client.WriteStatus;
+import org.apache.hudi.common.data.HoodieData;
 import org.apache.hudi.common.engine.HoodieEngineContext;
 import org.apache.hudi.common.model.HoodieAvroRecord;
 import org.apache.hudi.common.model.HoodieKey;
 import org.apache.hudi.common.model.HoodieRecord;
 import org.apache.hudi.common.model.HoodieRecordPayload;
-import org.apache.hudi.data.HoodieJavaRDD;
+import org.apache.hudi.common.util.collection.Pair;
 import org.apache.hudi.index.HoodieIndex;
 import org.apache.hudi.table.HoodieTable;
 
-import org.apache.spark.api.java.JavaRDD;
+public class HoodieWriteHelper<T extends HoodieRecordPayload, R> extends BaseWriteHelper<T, HoodieData<HoodieRecord<T>>,

Review comment:
       https://issues.apache.org/jira/browse/HUDI-2439




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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066271263


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1061382508


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[GitHub] [hudi] xushiyan commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
xushiyan commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r825538938



##########
File path: hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/commit/HoodieMergeHelper.java
##########
@@ -37,31 +38,29 @@
 import org.apache.avro.io.BinaryDecoder;
 import org.apache.avro.io.BinaryEncoder;
 import org.apache.hadoop.conf.Configuration;
-import org.apache.spark.api.java.JavaRDD;
 
 import java.io.IOException;
 import java.util.Iterator;
 
-public class SparkMergeHelper<T extends HoodieRecordPayload> extends BaseMergeHelper<T, JavaRDD<HoodieRecord<T>>,
-    JavaRDD<HoodieKey>, JavaRDD<WriteStatus>> {
+public class HoodieMergeHelper<T extends HoodieRecordPayload> extends

Review comment:
       https://issues.apache.org/jira/browse/HUDI-3614




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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066188642


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066203524


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1070545597


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059180171


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059421582


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1050935839


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1050894484


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056951410


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1050875689


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1070597978


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056987996


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056867298


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059678000


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059101184


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059173359


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066192813


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[GitHub] [hudi] xushiyan commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
xushiyan commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r825482175



##########
File path: hudi-client/hudi-client-common/src/main/java/org/apache/hudi/client/BaseHoodieWriteClient.java
##########
@@ -397,7 +398,7 @@ protected void rollbackFailedBootstrap() {
    * @return Collection of WriteStatus to inspect errors and counts
    */
   public abstract O bulkInsert(I records, final String instantTime,
-                               Option<BulkInsertPartitioner<I>> userDefinedBulkInsertPartitioner);
+                               Option<BulkInsertPartitioner<?>> userDefinedBulkInsertPartitioner);

Review comment:
       @yihua yes this was noted down in https://issues.apache.org/jira/browse/HUDI-3463
   basically we're assuming `I` as JavaRDD from the beginning. Changing this affects user-defined classes.




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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059109841


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059682372


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059678000


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1061314358


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1061314358


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[GitHub] [hudi] yihua commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
yihua commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r828562205



##########
File path: hudi-client/hudi-spark-client/src/test/java/org/apache/hudi/table/action/commit/TestDeleteHelper.java
##########
@@ -1,194 +0,0 @@
-/*
- * 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.client.WriteStatus;
-import org.apache.hudi.client.common.HoodieSparkEngineContext;
-import org.apache.hudi.common.model.EmptyHoodieRecordPayload;
-import org.apache.hudi.common.model.HoodieKey;
-import org.apache.hudi.common.model.HoodieRecord;
-import org.apache.hudi.config.HoodieWriteConfig;
-import org.apache.hudi.data.HoodieJavaRDD;
-import org.apache.hudi.index.HoodieIndex;
-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 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 {

Review comment:
       Sg




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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056934317


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056867298


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056902520


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URL: https://github.com/apache/hudi/pull/4856#issuecomment-1050930573


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066191464


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066188252


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066243597


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[GitHub] [hudi] xushiyan commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
xushiyan commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r825522161



##########
File path: hudi-client/hudi-spark-client/src/test/java/org/apache/hudi/table/action/commit/TestDeleteHelper.java
##########
@@ -1,194 +0,0 @@
-/*
- * 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.client.WriteStatus;
-import org.apache.hudi.client.common.HoodieSparkEngineContext;
-import org.apache.hudi.common.model.EmptyHoodieRecordPayload;
-import org.apache.hudi.common.model.HoodieKey;
-import org.apache.hudi.common.model.HoodieRecord;
-import org.apache.hudi.config.HoodieWriteConfig;
-import org.apache.hudi.data.HoodieJavaRDD;
-import org.apache.hudi.index.HoodieIndex;
-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 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 {

Review comment:
       gonna deprioritize the dedicated test for this, as it's covered by other cases




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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046475030


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[GitHub] [hudi] nsivabalan commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
nsivabalan commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1069647611


   @xushiyan : can you tag w/ right priority 


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046476171


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[GitHub] [hudi] yihua commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
yihua commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r828561373



##########
File path: hudi-client/hudi-flink-client/src/main/java/org/apache/hudi/client/HoodieFlinkWriteClient.java
##########
@@ -363,7 +365,7 @@ public void completeCompaction(
       // Do not do any conflict resolution here as we do with regular writes. We take the lock here to ensure all writes to metadata table happens within a
       // single lock (single writer). Because more than one write to metadata table will result in conflicts since all of them updates the same partition.
       table.getMetadataWriter(compactionInstant.getTimestamp()).ifPresent(
-          w -> w.update(metadata, compactionInstant.getTimestamp(), table.isTableServiceAction(compactionInstant.getAction())));
+          w -> ((HoodieTableMetadataWriter) w).update(metadata, compactionInstant.getTimestamp(), table.isTableServiceAction(compactionInstant.getAction())));

Review comment:
       Per discussion, this is needed due to removal of generics.




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[GitHub] [hudi] xushiyan merged pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
xushiyan merged pull request #4856:
URL: https://github.com/apache/hudi/pull/4856


   


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056905390


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046683264


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1050935839


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059109841


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059310642


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059274529


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059359299


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[GitHub] [hudi] yihua commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
yihua commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1063569485


   As long as we don't touch public-facing APIs marked by `@PublicAPIClass` the refactoring should be good to go after fixing all my comments.


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1061338640


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066192813


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[GitHub] [hudi] xushiyan commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
xushiyan commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r825536790



##########
File path: hudi-common/src/main/java/org/apache/hudi/common/data/HoodieList.java
##########
@@ -132,6 +134,26 @@ public long count() {
     return HoodieList.of(new ArrayList<>(new HashSet<>(listData)));
   }
 
+  @Override
+  public <O> HoodieData<T> distinctWithKey(SerializableFunction<T, O> keyGetter, int parallelism) {
+    Set<O> set = listData.stream().map(i -> throwingMapWrapper(keyGetter).apply(i)).collect(Collectors.toSet());
+    List<T> distinctList = new LinkedList<>();
+    listData.forEach(x -> {
+      if (set.contains(throwingMapWrapper(keyGetter).apply(x))) {
+        distinctList.add(x);
+      }
+    });
+    return HoodieList.of(distinctList);

Review comment:
       fixed with new logic and filing a ticket for Flink/Java fix




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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066243597


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[GitHub] [hudi] xushiyan commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
xushiyan commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r825538569



##########
File path: hudi-client/hudi-spark-client/src/test/java/org/apache/hudi/table/action/commit/TestDeleteHelper.java
##########
@@ -1,194 +0,0 @@
-/*
- * 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.client.WriteStatus;
-import org.apache.hudi.client.common.HoodieSparkEngineContext;
-import org.apache.hudi.common.model.EmptyHoodieRecordPayload;
-import org.apache.hudi.common.model.HoodieKey;
-import org.apache.hudi.common.model.HoodieRecord;
-import org.apache.hudi.config.HoodieWriteConfig;
-import org.apache.hudi.data.HoodieJavaRDD;
-import org.apache.hudi.index.HoodieIndex;
-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 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 {

Review comment:
       Filed https://issues.apache.org/jira/browse/HUDI-3614




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[GitHub] [hudi] xushiyan commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
xushiyan commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r825538845



##########
File path: hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/commit/HoodieDeleteHelper.java
##########
@@ -48,69 +45,64 @@
  * @param <T>
  */
 @SuppressWarnings("checkstyle:LineLength")
-public class SparkDeleteHelper<T extends HoodieRecordPayload,R> extends
-    BaseDeleteHelper<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>, R> {
-  private SparkDeleteHelper() {
+public class HoodieDeleteHelper<T extends HoodieRecordPayload, R> extends

Review comment:
       https://issues.apache.org/jira/browse/HUDI-3614




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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046476171


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1050930573


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1050894484


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1050896971


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1050878000


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056987996


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056869830


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056915273


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056905390


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059274529


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066191464


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066203524


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1070392942


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1070545597


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[GitHub] [hudi] xushiyan commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
xushiyan commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r825521470



##########
File path: hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/SparkRDDWriteClient.java
##########
@@ -224,44 +232,50 @@ public HoodieWriteResult insertOverwriteTable(JavaRDD<HoodieRecord<T>> records,
   }
 
   @Override
-  public JavaRDD<WriteStatus> bulkInsert(JavaRDD<HoodieRecord<T>> records, String instantTime, Option<BulkInsertPartitioner<JavaRDD<HoodieRecord<T>>>> userDefinedBulkInsertPartitioner) {
-    HoodieTable<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>> table =
+  public JavaRDD<WriteStatus> bulkInsert(JavaRDD<HoodieRecord<T>> records, String instantTime, Option<BulkInsertPartitioner<?>> userDefinedBulkInsertPartitioner) {
+    HoodieTable<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>> table =
         initTable(WriteOperationType.BULK_INSERT, Option.ofNullable(instantTime));
     table.validateInsertSchema();
     preWrite(instantTime, WriteOperationType.BULK_INSERT, table.getMetaClient());
-    HoodieWriteMetadata<JavaRDD<WriteStatus>> result = table.bulkInsert(context,instantTime, records, userDefinedBulkInsertPartitioner);
-    return postWrite(result, instantTime, table);
+    Option<BulkInsertPartitioner<?>> partitionerOption = Option.ofNullable(userDefinedBulkInsertPartitioner.orElse(null));
+    HoodieWriteMetadata<HoodieData<WriteStatus>> result = table.bulkInsert(context,instantTime, HoodieJavaRDD.of(records), partitionerOption);
+    HoodieWriteMetadata<JavaRDD<WriteStatus>> resultRDD = result.clone(HoodieJavaRDD.getJavaRDD(result.getWriteStatuses()));
+    return postWrite(resultRDD, instantTime, table);
   }
 
   @Override
-  public JavaRDD<WriteStatus> bulkInsertPreppedRecords(JavaRDD<HoodieRecord<T>> preppedRecords, String instantTime, Option<BulkInsertPartitioner<JavaRDD<HoodieRecord<T>>>> bulkInsertPartitioner) {
-    HoodieTable<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>> table =
+  public JavaRDD<WriteStatus> bulkInsertPreppedRecords(JavaRDD<HoodieRecord<T>> preppedRecords, String instantTime, Option<BulkInsertPartitioner<?>> bulkInsertPartitioner) {
+    HoodieTable<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>> table =
         initTable(WriteOperationType.BULK_INSERT_PREPPED, Option.ofNullable(instantTime));
     table.validateInsertSchema();
     preWrite(instantTime, WriteOperationType.BULK_INSERT_PREPPED, table.getMetaClient());
-    HoodieWriteMetadata<JavaRDD<WriteStatus>> result = table.bulkInsertPrepped(context,instantTime, preppedRecords, bulkInsertPartitioner);
-    return postWrite(result, instantTime, table);
+    Option<BulkInsertPartitioner<?>> partitionerOption = Option.ofNullable(bulkInsertPartitioner.orElse(null));

Review comment:
       gonna remove `<?>` from the usage




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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066188642


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1066300015


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1050878000


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1050875689


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Refactor Spark commit action executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1046615473


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[GitHub] [hudi] xushiyan commented on a change in pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
xushiyan commented on a change in pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#discussion_r817704373



##########
File path: hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/commit/HoodieDeleteHelper.java
##########
@@ -48,69 +45,62 @@
  * @param <T>
  */
 @SuppressWarnings("checkstyle:LineLength")
-public class SparkDeleteHelper<T extends HoodieRecordPayload,R> extends
-    BaseDeleteHelper<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>, R> {
-  private SparkDeleteHelper() {
+public class HoodieDeleteHelper<T extends HoodieRecordPayload, R> extends
+    BaseDeleteHelper<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>, R> {
+  private HoodieDeleteHelper() {
   }
 
   private static class DeleteHelperHolder {
-    private static final SparkDeleteHelper SPARK_DELETE_HELPER = new SparkDeleteHelper();
+    private static final HoodieDeleteHelper HOODIE_DELETE_HELPER = new HoodieDeleteHelper<>();
   }
 
-  public static SparkDeleteHelper newInstance() {
-    return DeleteHelperHolder.SPARK_DELETE_HELPER;
+  public static HoodieDeleteHelper newInstance() {
+    return DeleteHelperHolder.HOODIE_DELETE_HELPER;
   }
 
   @Override
-  public JavaRDD<HoodieKey> deduplicateKeys(JavaRDD<HoodieKey> keys, HoodieTable<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>> table, int parallelism) {
+  public HoodieData<HoodieKey> deduplicateKeys(HoodieData<HoodieKey> keys, HoodieTable<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>> table, int parallelism) {
     boolean isIndexingGlobal = table.getIndex().isGlobal();
     if (isIndexingGlobal) {
-      return keys.keyBy(HoodieKey::getRecordKey)
-          .reduceByKey((key1, key2) -> key1, parallelism)
-          .values();
+      return keys.distinctWithKey(HoodieKey::getRecordKey, parallelism);
     } else {
-      return keys.distinct(parallelism);
+      return keys.distinct();
     }
   }
 
   @Override
-  public HoodieWriteMetadata<JavaRDD<WriteStatus>> execute(String instantTime,
-                                                           JavaRDD<HoodieKey> keys,
-                                                           HoodieEngineContext context,
-                                                           HoodieWriteConfig config,
-                                                           HoodieTable<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>> table,
-                                                           BaseCommitActionExecutor<T, JavaRDD<HoodieRecord<T>>, JavaRDD<HoodieKey>, JavaRDD<WriteStatus>, R> deleteExecutor) {
-    JavaSparkContext jsc = HoodieSparkEngineContext.getSparkContext(context);
-
+  public HoodieWriteMetadata<HoodieData<WriteStatus>> execute(String instantTime,
+                                                              HoodieData<HoodieKey> keys,
+                                                              HoodieEngineContext context,
+                                                              HoodieWriteConfig config,
+                                                              HoodieTable<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>> table,
+                                                              BaseCommitActionExecutor<T, HoodieData<HoodieRecord<T>>, HoodieData<HoodieKey>, HoodieData<WriteStatus>, R> deleteExecutor) {
     try {
-      HoodieWriteMetadata result = null;
-      JavaRDD<HoodieKey> dedupedKeys = keys;
+      HoodieData<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);

Review comment:
       this was spark-specific logic; need to discuss the implication




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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1057066497


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056902520


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056936942


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056956972


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1056934317


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[GitHub] [hudi] hudi-bot commented on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot commented on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1070525157


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059682372


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059310642


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[GitHub] [hudi] hudi-bot removed a comment on pull request #4856: [HUDI-2439] Replace RDD with HoodieData in HoodieSparkTable and commit executors

Posted by GitBox <gi...@apache.org>.
hudi-bot removed a comment on pull request #4856:
URL: https://github.com/apache/hudi/pull/4856#issuecomment-1059359299


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   <details>
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