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Posted to commits@hudi.apache.org by GitBox <gi...@apache.org> on 2020/07/29 07:40:36 UTC

[GitHub] [hudi] nsivabalan commented on a change in pull request #1149: [HUDI-472] Introduce configurations and new modes of sorting for bulk_insert

nsivabalan commented on a change in pull request #1149:
URL: https://github.com/apache/hudi/pull/1149#discussion_r461966620



##########
File path: hudi-client/src/main/java/org/apache/hudi/execution/bulkinsert/RDDPartitionSortPartitioner.java
##########
@@ -0,0 +1,68 @@
+/*
+ * 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.execution.bulkinsert;
+
+import org.apache.hudi.common.model.HoodieRecord;
+import org.apache.hudi.common.model.HoodieRecordPayload;
+
+import org.apache.spark.api.java.JavaRDD;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import scala.Tuple2;
+
+/**
+ * A built-in partitioner that does local sorting for each RDD partition
+ * after coalesce for bulk insert operation, corresponding to the
+ * {@code BulkInsertSortMode.PARTITION_SORT} mode.
+ *
+ * @param <T> HoodieRecordPayload type
+ */
+public class RDDPartitionSortPartitioner<T extends HoodieRecordPayload>
+    extends BulkInsertInternalPartitioner<T> {
+
+  @Override
+  public JavaRDD<HoodieRecord<T>> repartitionRecords(JavaRDD<HoodieRecord<T>> records,
+                                                     int outputSparkPartitions) {
+    return records.coalesce(outputSparkPartitions)
+        .mapToPair(record ->
+            new Tuple2<>(
+                new StringBuilder()
+                    .append(record.getPartitionPath())
+                    .append("+")
+                    .append(record.getRecordKey())
+                    .toString(), record))
+        .mapPartitions(partition -> {
+          // Sort locally in partition
+          List<Tuple2<String, HoodieRecord<T>>> recordList = new ArrayList<>();
+          for (; partition.hasNext(); ) {
+            recordList.add(partition.next());
+          }
+          Collections.sort(recordList, (o1, o2) -> o1._1.compareTo(o2._1));

Review comment:
       will sync up offline with you. interested to know difference between repartition and sort within partitions and current approach. Current approach will bring all records to memory right?

##########
File path: hudi-client/src/main/java/org/apache/hudi/execution/bulkinsert/BulkInsertInternalPartitioner.java
##########
@@ -0,0 +1,52 @@
+/*
+ * 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.execution.bulkinsert;
+
+import org.apache.hudi.common.model.HoodieRecordPayload;
+import org.apache.hudi.exception.HoodieException;
+import org.apache.hudi.table.UserDefinedBulkInsertPartitioner;
+
+/**
+ * Built-in partitioner to repartition input records into at least expected number of
+ * output spark partitions for bulk insert operation.
+ *
+ * @param <T> HoodieRecordPayload type
+ */
+public abstract class BulkInsertInternalPartitioner<T extends HoodieRecordPayload> implements
+    UserDefinedBulkInsertPartitioner<T> {
+
+  public static BulkInsertInternalPartitioner get(BulkInsertSortMode sortMode) {

Review comment:
       this looks like a factory. did you consider naming with "factory" as suffix or something like that ? 




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