hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/execution/bulkinsert/GlobalSortPartitioner.java

/*
 * 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.hudi.table.BulkInsertPartitioner;

import org.apache.spark.api.java.JavaRDD;

/**
 * A built-in partitioner that does global sorting for the input records across partitions
 * after repartition for bulk insert operation, corresponding to the
 * {@code BulkInsertSortMode.GLOBAL_SORT} mode.
 *
 * @param <T> HoodieRecordPayload type
 */
public class GlobalSortPartitioner<T extends HoodieRecordPayload>
    implements BulkInsertPartitioner<JavaRDD<HoodieRecord<T>>> {

  @Override
  public JavaRDD<HoodieRecord<T>> repartitionRecords(JavaRDD<HoodieRecord<T>> records,
                                                     int outputSparkPartitions) {
    // Now, sort the records and line them up nicely for loading.
    return records.sortBy(record -> {
      // Let's use "partitionPath + key" as the sort key. Spark, will ensure
      // the records split evenly across RDD partitions, such that small partitions fit
      // into 1 RDD partition, while big ones spread evenly across multiple RDD partitions
      return new StringBuilder()
          .append(record.getPartitionPath())
          .append("+")
          .append(record.getRecordKey())
          .toString();
    }, true, outputSparkPartitions);
  }

  @Override
  public boolean arePartitionRecordsSorted() {
    return true;
  }
}