org.apache.hudi.index.bloom.HoodieFileProbingFunction Maven / Gradle / Ivy
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package org.apache.hudi.index.bloom;
import org.apache.hudi.client.utils.LazyIterableIterator;
import org.apache.hudi.common.model.HoodieBaseFile;
import org.apache.hudi.common.model.HoodieFileGroupId;
import org.apache.hudi.common.table.view.HoodieTableFileSystemView;
import org.apache.hudi.common.util.Option;
import org.apache.hudi.common.util.ValidationUtils;
import org.apache.hudi.common.util.collection.Pair;
import org.apache.hudi.exception.HoodieIndexException;
import org.apache.hudi.index.HoodieIndexUtils;
import org.apache.hudi.io.HoodieKeyLookupResult;
import org.apache.hudi.storage.HoodieStorageUtils;
import org.apache.hudi.storage.StorageConfiguration;
import org.apache.spark.api.java.function.FlatMapFunction;
import org.apache.spark.broadcast.Broadcast;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.util.Collections;
import java.util.HashMap;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
import scala.Tuple2;
/**
* Implementation of the function probing filtered in candidate keys provided in
* {@link HoodieBloomFilterProbingResult} w/in corresponding files identified by {@link HoodieFileGroupId}
* to validate whether the record w/ the provided key is indeed persisted in it
*/
public class HoodieFileProbingFunction implements
FlatMapFunction>, List> {
private static final Logger LOG = LoggerFactory.getLogger(HoodieFileProbingFunction.class);
// Assuming each file bloom filter takes up 512K, sizing the max file count
// per batch so that the total fetched bloom filters would not cross 128 MB.
private static final long BLOOM_FILTER_CHECK_MAX_FILE_COUNT_PER_BATCH = 256;
private final Broadcast baseFileOnlyViewBroadcast;
private final StorageConfiguration> storageConf;
public HoodieFileProbingFunction(Broadcast baseFileOnlyViewBroadcast,
StorageConfiguration> storageConf) {
this.baseFileOnlyViewBroadcast = baseFileOnlyViewBroadcast;
this.storageConf = storageConf;
}
@Override
public Iterator> call(Iterator> tuple2Iterator) throws Exception {
return new BloomIndexLazyKeyCheckIterator(tuple2Iterator);
}
private class BloomIndexLazyKeyCheckIterator
extends LazyIterableIterator, List> {
public BloomIndexLazyKeyCheckIterator(Iterator> tuple2Iterator) {
super(tuple2Iterator);
}
@Override
protected List computeNext() {
// Partition path and file name pair to list of keys
final Map, HoodieBloomFilterProbingResult> fileToLookupResults = new HashMap<>();
final Map fileIDBaseFileMap = new HashMap<>();
while (inputItr.hasNext()) {
Tuple2 entry = inputItr.next();
final String partitionPath = entry._1.getPartitionPath();
final String fileId = entry._1.getFileId();
if (!fileIDBaseFileMap.containsKey(fileId)) {
Option baseFile =
baseFileOnlyViewBroadcast.getValue().getLatestBaseFile(partitionPath, fileId);
if (!baseFile.isPresent()) {
throw new HoodieIndexException("Failed to find the base file for partition: " + partitionPath
+ ", fileId: " + fileId);
}
fileIDBaseFileMap.put(fileId, baseFile.get());
}
fileToLookupResults.putIfAbsent(Pair.of(partitionPath, fileIDBaseFileMap.get(fileId)), entry._2);
if (fileToLookupResults.size() > BLOOM_FILTER_CHECK_MAX_FILE_COUNT_PER_BATCH) {
break;
}
}
if (fileToLookupResults.isEmpty()) {
return Collections.emptyList();
}
return fileToLookupResults.entrySet().stream()
.map(entry -> {
Pair partitionPathFileNamePair = entry.getKey();
HoodieBloomFilterProbingResult bloomFilterKeyLookupResult = entry.getValue();
final String partitionPath = partitionPathFileNamePair.getLeft();
final String fileId = partitionPathFileNamePair.getRight().getFileId();
ValidationUtils.checkState(!fileId.isEmpty());
List candidateRecordKeys = bloomFilterKeyLookupResult.getCandidateKeys();
// TODO add assertion that file is checked only once
final HoodieBaseFile dataFile = fileIDBaseFileMap.get(fileId);
List> matchingKeysAndPositions = HoodieIndexUtils.filterKeysFromFile(
dataFile.getStoragePath(), candidateRecordKeys, HoodieStorageUtils.getStorage(dataFile.getStoragePath(), storageConf));
LOG.debug(
String.format("Bloom filter candidates (%d) / false positives (%d), actual matches (%d)",
candidateRecordKeys.size(), candidateRecordKeys.size() - matchingKeysAndPositions.size(),
matchingKeysAndPositions.size()));
return new HoodieKeyLookupResult(fileId, partitionPath, dataFile.getCommitTime(), matchingKeysAndPositions);
})
.collect(Collectors.toList());
}
}
}
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