org.apache.hudi.execution.bulkinsert.PartitionPathRepartitionPartitioner Maven / Gradle / Ivy
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package org.apache.hudi.execution.bulkinsert;
import org.apache.hudi.common.model.HoodieRecord;
import org.apache.hudi.common.model.HoodieRecordPayload;
import org.apache.hudi.config.HoodieWriteConfig;
import org.apache.hudi.exception.HoodieException;
import org.apache.hudi.table.BulkInsertPartitioner;
import org.apache.spark.api.java.JavaRDD;
import scala.Tuple2;
import static org.apache.hudi.execution.bulkinsert.BulkInsertSortMode.PARTITION_PATH_REPARTITION;
/**
* A built-in partitioner that does the following for input records for bulk insert operation
*
* - For physically partitioned table, repartition the input records based on the partition path,
* limiting the shuffle parallelism to specified `outputSparkPartitions`
*
* - For physically non-partitioned table, simply does coalesce for the input records with
* `outputSparkPartitions`
*
* Corresponding to the {@code BulkInsertSortMode.PARTITION_PATH_REPARTITION} mode.
*
* @param HoodieRecordPayload type
*/
public class PartitionPathRepartitionPartitioner
implements BulkInsertPartitioner>> {
private final boolean isTablePartitioned;
private final boolean shouldPopulateMetaFields;
public PartitionPathRepartitionPartitioner(boolean isTablePartitioned, HoodieWriteConfig config) {
this.isTablePartitioned = isTablePartitioned;
this.shouldPopulateMetaFields = config.populateMetaFields();
}
@Override
public JavaRDD> repartitionRecords(JavaRDD> records,
int outputSparkPartitions) {
if (!shouldPopulateMetaFields) {
throw new HoodieException(PARTITION_PATH_REPARTITION.name() + " mode requires meta-fields to be enabled");
}
if (isTablePartitioned) {
PartitionPathRDDPartitioner partitioner = new PartitionPathRDDPartitioner(
(partitionPath) -> (String) partitionPath, outputSparkPartitions);
return records
.mapToPair(record -> new Tuple2<>(record.getPartitionPath(), record))
.partitionBy(partitioner)
.values();
}
return records.coalesce(outputSparkPartitions);
}
@Override
public boolean arePartitionRecordsSorted() {
return false;
}
}