org.apache.hudi.io.HoodieKeyLookupHandle Maven / Gradle / Ivy
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* 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,
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* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.hudi.io;
import java.util.ArrayList;
import java.util.HashSet;
import java.util.List;
import java.util.Set;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.hudi.common.BloomFilter;
import org.apache.hudi.common.model.HoodieDataFile;
import org.apache.hudi.common.model.HoodieRecordPayload;
import org.apache.hudi.common.model.HoodieTableType;
import org.apache.hudi.common.util.HoodieTimer;
import org.apache.hudi.common.util.ParquetUtils;
import org.apache.hudi.common.util.collection.Pair;
import org.apache.hudi.config.HoodieWriteConfig;
import org.apache.hudi.exception.HoodieIndexException;
import org.apache.hudi.table.HoodieTable;
import org.apache.log4j.LogManager;
import org.apache.log4j.Logger;
/**
* Takes a bunch of keys and returns ones that are present in the file group.
*/
public class HoodieKeyLookupHandle extends HoodieReadHandle {
private static Logger logger = LogManager.getLogger(HoodieKeyLookupHandle.class);
private final HoodieTableType tableType;
private final BloomFilter bloomFilter;
private final List candidateRecordKeys;
private long totalKeysChecked;
public HoodieKeyLookupHandle(HoodieWriteConfig config, HoodieTable hoodieTable,
Pair partitionPathFilePair) {
super(config, null, hoodieTable, partitionPathFilePair);
this.tableType = hoodieTable.getMetaClient().getTableType();
this.candidateRecordKeys = new ArrayList<>();
this.totalKeysChecked = 0;
HoodieTimer timer = new HoodieTimer().startTimer();
this.bloomFilter = ParquetUtils.readBloomFilterFromParquetMetadata(hoodieTable.getHadoopConf(),
new Path(getLatestDataFile().getPath()));
logger.info(String.format("Read bloom filter from %s in %d ms", partitionPathFilePair, timer.endTimer()));
}
/**
* Given a list of row keys and one file, return only row keys existing in that file.
*/
public static List checkCandidatesAgainstFile(Configuration configuration, List candidateRecordKeys,
Path filePath) throws HoodieIndexException {
List foundRecordKeys = new ArrayList<>();
try {
// Load all rowKeys from the file, to double-confirm
if (!candidateRecordKeys.isEmpty()) {
HoodieTimer timer = new HoodieTimer().startTimer();
Set fileRowKeys =
ParquetUtils.filterParquetRowKeys(configuration, filePath, new HashSet<>(candidateRecordKeys));
foundRecordKeys.addAll(fileRowKeys);
logger.info(String.format("Checked keys against file %s, in %d ms. #candidates (%d) #found (%d)", filePath,
timer.endTimer(), candidateRecordKeys.size(), foundRecordKeys.size()));
if (logger.isDebugEnabled()) {
logger.debug("Keys matching for file " + filePath + " => " + foundRecordKeys);
}
}
} catch (Exception e) {
throw new HoodieIndexException("Error checking candidate keys against file.", e);
}
return foundRecordKeys;
}
/**
* Adds the key for look up.
*/
public void addKey(String recordKey) {
// check record key against bloom filter of current file & add to possible keys if needed
if (bloomFilter.mightContain(recordKey)) {
if (logger.isDebugEnabled()) {
logger.debug("Record key " + recordKey + " matches bloom filter in " + partitionPathFilePair);
}
candidateRecordKeys.add(recordKey);
}
totalKeysChecked++;
}
/**
* Of all the keys, that were added, return a list of keys that were actually found in the file group.
*/
public KeyLookupResult getLookupResult() {
if (logger.isDebugEnabled()) {
logger.debug("#The candidate row keys for " + partitionPathFilePair + " => " + candidateRecordKeys);
}
HoodieDataFile dataFile = getLatestDataFile();
List matchingKeys =
checkCandidatesAgainstFile(hoodieTable.getHadoopConf(), candidateRecordKeys, new Path(dataFile.getPath()));
logger.info(
String.format("Total records (%d), bloom filter candidates (%d)/fp(%d), actual matches (%d)", totalKeysChecked,
candidateRecordKeys.size(), candidateRecordKeys.size() - matchingKeys.size(), matchingKeys.size()));
return new KeyLookupResult(partitionPathFilePair.getRight(), partitionPathFilePair.getLeft(),
dataFile.getCommitTime(), matchingKeys);
}
/**
* Encapsulates the result from a key lookup
*/
public static class KeyLookupResult {
private final String fileId;
private final String baseInstantTime;
private final List matchingRecordKeys;
private final String partitionPath;
public KeyLookupResult(String fileId, String partitionPath, String baseInstantTime,
List matchingRecordKeys) {
this.fileId = fileId;
this.partitionPath = partitionPath;
this.baseInstantTime = baseInstantTime;
this.matchingRecordKeys = matchingRecordKeys;
}
public String getFileId() {
return fileId;
}
public String getBaseInstantTime() {
return baseInstantTime;
}
public String getPartitionPath() {
return partitionPath;
}
public List getMatchingRecordKeys() {
return matchingRecordKeys;
}
}
}
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