org.apache.hudi.HoodieBootstrapMORRDD.scala Maven / Gradle / Ivy
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package org.apache.hudi
import org.apache.hudi.HoodieBaseRelation.BaseFileReader
import org.apache.hudi.HoodieBootstrapMORRDD.{CONFIG_INSTANTIATION_LOCK, getPartitionPath}
import org.apache.hudi.hadoop.utils.HoodieRealtimeRecordReaderUtils.getMaxCompactionMemoryInBytes
import org.apache.hudi.storage.StoragePath
import org.apache.hadoop.conf.Configuration
import org.apache.hadoop.mapred.JobConf
import org.apache.spark.sql.SparkSession
import org.apache.spark.sql.catalyst.InternalRow
import org.apache.spark.sql.execution.datasources.PartitionedFile
import org.apache.spark.{Partition, SerializableWritable, TaskContext}
class HoodieBootstrapMORRDD(@transient spark: SparkSession,
@transient config: Configuration,
bootstrapDataFileReader: BaseFileReader,
bootstrapSkeletonFileReader: BaseFileReader,
regularFileReader: BaseFileReader,
tableSchema: HoodieTableSchema,
requiredSchema: HoodieTableSchema,
tableState: HoodieTableState,
@transient splits: Seq[BaseHoodieBootstrapSplit])
extends HoodieBootstrapRDD(spark, bootstrapDataFileReader, bootstrapSkeletonFileReader,
regularFileReader, requiredSchema, splits) {
protected val maxCompactionMemoryInBytes: Long = getMaxCompactionMemoryInBytes(new JobConf(config))
private val hadoopConfBroadcast = spark.sparkContext.broadcast(new SerializableWritable(config))
override def compute(split: Partition, context: TaskContext): Iterator[InternalRow] = {
val bootstrapPartition = split.asInstanceOf[HoodieBootstrapPartition]
maybeLog(bootstrapPartition)
val bootstrapMORSplit = bootstrapPartition.split.asInstanceOf[HoodieBootstrapMORSplit]
if (bootstrapMORSplit.logFiles.isEmpty) {
//no log files, treat like regular bootstrap
getIterator(bootstrapPartition)
} else {
bootstrapMORSplit.skeletonFile match {
case Some(skeletonFile) =>
val (iterator, schema) = getSkeletonIteratorSchema(bootstrapMORSplit.dataFile, skeletonFile)
new RecordMergingFileIterator(bootstrapMORSplit.logFiles, getPartitionPath(skeletonFile),
iterator, schema, tableSchema, requiredSchema, tableState, getHadoopConf)
case _ =>
// NOTE: Regular file-reader is already projected into the required schema
new RecordMergingFileIterator(bootstrapMORSplit.logFiles,
getPartitionPath(bootstrapMORSplit.dataFile),
regularFileReader.read(bootstrapMORSplit.dataFile), regularFileReader.schema, tableSchema,
requiredSchema, tableState, getHadoopConf)
}
}
}
private def getHadoopConf: Configuration = {
val conf = hadoopConfBroadcast.value.value
// TODO clean up, this lock is unnecessary see HoodieMergeOnReadRDD
CONFIG_INSTANTIATION_LOCK.synchronized {
new Configuration(conf)
}
}
}
object HoodieBootstrapMORRDD extends SparkAdapterSupport {
val CONFIG_INSTANTIATION_LOCK = new Object()
def getPartitionPath(file: PartitionedFile): StoragePath = {
sparkAdapter.getSparkPartitionedFileUtils.getPathFromPartitionedFile(file).getParent
}
}