org.apache.hudi.io.FlinkMergeHandle Maven / Gradle / Ivy
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* 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,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.hudi.io;
import org.apache.hudi.client.WriteStatus;
import org.apache.hudi.common.engine.TaskContextSupplier;
import org.apache.hudi.common.fs.FSUtils;
import org.apache.hudi.common.model.HoodieRecord;
import org.apache.hudi.common.util.Option;
import org.apache.hudi.config.HoodieWriteConfig;
import org.apache.hudi.exception.HoodieException;
import org.apache.hudi.exception.HoodieIOException;
import org.apache.hudi.storage.StoragePath;
import org.apache.hudi.table.HoodieTable;
import org.apache.hudi.table.marker.WriteMarkers;
import org.apache.hudi.table.marker.WriteMarkersFactory;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Iterator;
import java.util.List;
/**
* A {@link HoodieMergeHandle} that supports MERGE write incrementally(small data buffers).
*
* For a new data buffer, it initializes and set up the next file path to write,
* and closes the file path when the data buffer write finish. When next data buffer
* write starts, it rolls over to another new file. If all the data buffers write finish
* for a checkpoint round, it renames the last new file path as the desired file name
* (name with the expected file ID).
*
* @see FlinkMergeAndReplaceHandle
*/
public class FlinkMergeHandle
extends HoodieMergeHandle
implements MiniBatchHandle {
private static final Logger LOG = LoggerFactory.getLogger(FlinkMergeHandle.class);
private boolean isClosed = false;
/**
* Records the rolled over file paths.
*/
private List rolloverPaths;
public FlinkMergeHandle(HoodieWriteConfig config, String instantTime, HoodieTable hoodieTable,
Iterator> recordItr, String partitionPath, String fileId,
TaskContextSupplier taskContextSupplier) {
super(config, instantTime, hoodieTable, recordItr, partitionPath, fileId, taskContextSupplier, Option.empty());
if (rolloverPaths == null) {
// #makeOldAndNewFilePaths may already initialize it already
rolloverPaths = new ArrayList<>();
}
// delete invalid data files generated by task retry.
if (getAttemptId() > 0) {
deleteInvalidDataFile(getAttemptId() - 1);
}
}
/**
* The flink checkpoints start in sequence and asynchronously, when one write task finish the checkpoint(A)
* (thus the fs view got the written data files some of which may be invalid),
* it goes on with the next round checkpoint(B) write immediately,
* if it tries to reuse the last small data bucket(small file) of an invalid data file,
* finally, when the coordinator receives the checkpoint success event of checkpoint(A),
* the invalid data file would be cleaned,
* and this merger got a FileNotFoundException when it close the write file handle.
*
* To solve, deletes the invalid data file eagerly
* so that the invalid file small bucket would never be reused.
*
* @param lastAttemptId The last attempt ID
*/
private void deleteInvalidDataFile(long lastAttemptId) {
final String lastWriteToken = FSUtils.makeWriteToken(getPartitionId(), getStageId(), lastAttemptId);
final String lastDataFileName = FSUtils.makeBaseFileName(instantTime,
lastWriteToken, this.fileId, hoodieTable.getBaseFileExtension());
final StoragePath path = makeNewFilePath(partitionPath, lastDataFileName);
if (path.equals(oldFilePath)) {
// In some rare cases, the old attempt file is used as the old base file to merge
// because the flink index eagerly records that.
//
// The merge handle has the 'UPSERT' semantics so there is no need to roll over
// and the file can still be used as the merge base file.
return;
}
try {
if (storage.exists(path)) {
LOG.info("Deleting invalid MERGE base file due to task retry: " + lastDataFileName);
storage.deleteFile(path);
}
} catch (IOException e) {
throw new HoodieException("Error while deleting the MERGE base file due to task retry: " + lastDataFileName, e);
}
}
@Override
protected void createMarkerFile(String partitionPath, String dataFileName) {
WriteMarkers writeMarkers = WriteMarkersFactory.get(config.getMarkersType(), hoodieTable, instantTime);
writeMarkers.createIfNotExists(partitionPath, dataFileName, getIOType());
}
@Override
protected void makeOldAndNewFilePaths(String partitionPath, String oldFileName, String newFileName) {
// If the data file already exists, it means the write task write merge data bucket multiple times
// in one hoodie commit, rolls over to a new name instead.
// Use the existing file path as the base file path (file1),
// and generates new file path with roll over number (file2).
// the incremental data set would merge into the file2 instead of file1.
//
// When the task finalizes in #finishWrite, the intermediate files would be cleaned.
super.makeOldAndNewFilePaths(partitionPath, oldFileName, newFileName);
rolloverPaths = new ArrayList<>();
try {
int rollNumber = 0;
while (storage.exists(newFilePath)) {
// in case there is empty file because of task failover attempt.
if (storage.getPathInfo(newFilePath).getLength() <= 0) {
storage.deleteFile(newFilePath);
LOG.warn("Delete empty write file for MERGE bucket: " + newFilePath);
break;
}
rolloverPaths.add(newFilePath);
newFileName = newFileNameWithRollover(rollNumber++);
newFilePath = makeNewFilePath(partitionPath, newFileName);
LOG.warn("Duplicate write for MERGE bucket with path: " + oldFilePath
+ ", rolls over to new path: " + newFilePath);
}
} catch (IOException e) {
throw new HoodieException("Checking existing path for merge handle error: " + newFilePath, e);
}
}
/**
* Use the writeToken + "-" + rollNumber as the new writeToken of a mini-batch write.
*/
protected String newFileNameWithRollover(int rollNumber) {
return FSUtils.makeBaseFileName(instantTime, writeToken + "-" + rollNumber,
this.fileId, hoodieTable.getBaseFileExtension());
}
@Override
protected void setWriteStatusPath() {
// if there was rollover, should set up the path as the initial new file path.
writeStatus.getStat().setPath(new StoragePath(config.getBasePath()), getWritePath());
}
@Override
public List close() {
try {
List writeStatus = super.close();
finalizeWrite();
return writeStatus;
} finally {
this.isClosed = true;
}
}
boolean needsUpdateLocation() {
// No need to update location for Flink hoodie records because all the records are pre-tagged
// with the desired locations.
return false;
}
public void finalizeWrite() {
// The file visibility should be kept by the configured ConsistencyGuard instance.
if (rolloverPaths.size() == 0) {
// only one flush action, no need to roll over
return;
}
for (StoragePath path : rolloverPaths) {
try {
storage.deleteFile(path);
LOG.info("Delete the rollover data file: " + path + " success!");
} catch (IOException e) {
throw new HoodieIOException("Error when clean the temporary rollover data file: " + path, e);
}
}
final StoragePath desiredPath = rolloverPaths.get(0);
try {
storage.rename(newFilePath, desiredPath);
} catch (IOException e) {
throw new HoodieIOException(
"Error when rename the temporary roll file: " + newFilePath + " to: " + desiredPath, e);
}
}
@Override
public void closeGracefully() {
if (isClosed) {
return;
}
try {
close();
} catch (Throwable throwable) {
LOG.warn("Error while trying to dispose the MERGE handle", throwable);
try {
storage.deleteFile(newFilePath);
LOG.info("Deleting the intermediate MERGE data file: " + newFilePath + " success!");
} catch (IOException e) {
// logging a warning and ignore the exception.
LOG.warn("Deleting the intermediate MERGE data file: " + newFilePath + " failed", e);
}
}
}
@Override
public StoragePath getWritePath() {
return rolloverPaths.size() > 0 ? rolloverPaths.get(0) : newFilePath;
}
}