org.apache.hudi.SecondaryIndexSupport.scala Maven / Gradle / Ivy
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package org.apache.hudi
import org.apache.hudi.RecordLevelIndexSupport.{filterQueryWithRecordKey, getPrunedStoragePaths}
import org.apache.hudi.SecondaryIndexSupport.filterQueriesWithSecondaryKey
import org.apache.hudi.common.config.HoodieMetadataConfig
import org.apache.hudi.common.fs.FSUtils
import org.apache.hudi.common.model.FileSlice
import org.apache.hudi.common.table.HoodieTableMetaClient
import org.apache.hudi.metadata.HoodieTableMetadataUtil.PARTITION_NAME_SECONDARY_INDEX
import org.apache.hudi.storage.StoragePath
import org.apache.spark.sql.SparkSession
import org.apache.spark.sql.catalyst.expressions.Expression
import scala.collection.JavaConverters._
import scala.collection.{JavaConverters, mutable}
class SecondaryIndexSupport(spark: SparkSession,
metadataConfig: HoodieMetadataConfig,
metaClient: HoodieTableMetaClient) extends RecordLevelIndexSupport(spark, metadataConfig, metaClient) {
override def getIndexName: String = SecondaryIndexSupport.INDEX_NAME
override def computeCandidateFileNames(fileIndex: HoodieFileIndex,
queryFilters: Seq[Expression],
queryReferencedColumns: Seq[String],
prunedPartitionsAndFileSlices: Seq[(Option[BaseHoodieTableFileIndex.PartitionPath], Seq[FileSlice])],
shouldPushDownFilesFilter: Boolean
): Option[Set[String]] = {
val secondaryKeyConfigOpt = getSecondaryKeyConfig(queryReferencedColumns, metaClient)
if (secondaryKeyConfigOpt.isEmpty) {
Option.empty
}
lazy val (_, secondaryKeys) = if (isIndexAvailable) filterQueriesWithSecondaryKey(queryFilters, secondaryKeyConfigOpt.map(_._2)) else (List.empty, List.empty)
if (isIndexAvailable && queryFilters.nonEmpty && secondaryKeys.nonEmpty) {
val prunedStoragePaths = getPrunedStoragePaths(prunedPartitionsAndFileSlices, fileIndex)
Some(getCandidateFilesFromSecondaryIndex(prunedStoragePaths, secondaryKeys, secondaryKeyConfigOpt.get._1))
} else {
Option.empty
}
}
override def invalidateCaches(): Unit = {
// no caches for this index type, do nothing
}
/**
* Return true if metadata table is enabled and functional index metadata partition is available.
*/
override def isIndexAvailable: Boolean = {
metadataConfig.isEnabled && metaClient.getIndexMetadata.isPresent && !metaClient.getIndexMetadata.get().getIndexDefinitions.isEmpty
}
/**
* Returns the list of candidate files which store the provided record keys based on Metadata Table Secondary Index
* and Metadata Table Record Index.
*
* @param secondaryKeys - List of secondary keys.
* @return Sequence of file names which need to be queried
*/
private def getCandidateFilesFromSecondaryIndex(allFiles: Seq[StoragePath], secondaryKeys: List[String], secondaryIndexName: String): Set[String] = {
val recordKeyLocationsMap = metadataTable.readSecondaryIndex(JavaConverters.seqAsJavaListConverter(secondaryKeys).asJava, secondaryIndexName)
val fileIdToPartitionMap: mutable.Map[String, String] = mutable.Map.empty
val candidateFiles: mutable.Set[String] = mutable.Set.empty
for (locations <- JavaConverters.collectionAsScalaIterableConverter(recordKeyLocationsMap.values()).asScala) {
for (location <- JavaConverters.collectionAsScalaIterableConverter(locations).asScala) {
fileIdToPartitionMap.put(location.getFileId, location.getPartitionPath)
}
}
for (file <- allFiles) {
val fileId = FSUtils.getFileIdFromFilePath(file)
val partitionOpt = fileIdToPartitionMap.get(fileId)
if (partitionOpt.isDefined) {
candidateFiles += file.getName
}
}
candidateFiles.toSet
}
/**
* Returns the configured secondary key for the table
* TODO: Handle multiple secondary indexes (similar to functional index)
*/
private def getSecondaryKeyConfig(queryReferencedColumns: Seq[String],
metaClient: HoodieTableMetaClient): Option[(String, String)] = {
val indexDefinitions = metaClient.getIndexMetadata.get.getIndexDefinitions.asScala
indexDefinitions.values
.find(indexDef => indexDef.getIndexType.equals(PARTITION_NAME_SECONDARY_INDEX) &&
queryReferencedColumns.contains(indexDef.getSourceFields.get(0)))
.map(indexDef => (indexDef.getIndexName, indexDef.getSourceFields.get(0)))
}
}
object SecondaryIndexSupport {
val INDEX_NAME = "secondary_index"
def filterQueriesWithSecondaryKey(queryFilters: Seq[Expression],
secondaryKeyConfigOpt: Option[String]): (List[Expression], List[String]) = {
var secondaryKeyQueries: List[Expression] = List.empty
var secondaryKeys: List[String] = List.empty
for (query <- queryFilters) {
filterQueryWithRecordKey(query, secondaryKeyConfigOpt).foreach({
case (exp: Expression, recKeys: List[String]) =>
secondaryKeys = secondaryKeys ++ recKeys
secondaryKeyQueries = secondaryKeyQueries :+ exp
})
}
Tuple2.apply(secondaryKeyQueries, secondaryKeys)
}
}