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/*
* 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.utilities;
import org.apache.hudi.client.common.HoodieEngineContext;
import org.apache.hudi.client.common.HoodieSparkEngineContext;
import org.apache.hudi.common.config.SerializableConfiguration;
import org.apache.hudi.common.fs.FSUtils;
import org.apache.hudi.common.model.HoodieBaseFile;
import org.apache.hudi.common.model.HoodiePartitionMetadata;
import org.apache.hudi.common.table.HoodieTableConfig;
import org.apache.hudi.common.table.HoodieTableMetaClient;
import org.apache.hudi.common.table.timeline.HoodieInstant;
import org.apache.hudi.common.table.timeline.HoodieTimeline;
import org.apache.hudi.common.table.view.HoodieTableFileSystemView;
import org.apache.hudi.common.table.view.TableFileSystemView.BaseFileOnlyView;
import org.apache.hudi.common.util.Option;
import com.beust.jcommander.JCommander;
import com.beust.jcommander.Parameter;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.FileUtil;
import org.apache.hadoop.fs.Path;
import org.apache.log4j.LogManager;
import org.apache.log4j.Logger;
import org.apache.spark.SparkConf;
import org.apache.spark.api.java.JavaSparkContext;
import java.io.IOException;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.List;
import java.util.stream.Stream;
import scala.Tuple2;
/**
* Hoodie snapshot copy job which copies latest files from all partitions to another place, for snapshot backup.
*/
public class HoodieSnapshotCopier implements Serializable {
private static final Logger LOG = LogManager.getLogger(HoodieSnapshotCopier.class);
static class Config implements Serializable {
@Parameter(names = {"--base-path", "-bp"}, description = "Hoodie table base path", required = true)
String basePath = null;
@Parameter(names = {"--output-path", "-op"}, description = "The snapshot output path", required = true)
String outputPath = null;
@Parameter(names = {"--date-partitioned", "-dp"}, description = "Can we assume date partitioning?")
boolean shouldAssumeDatePartitioning = false;
}
public void snapshot(JavaSparkContext jsc, String baseDir, final String outputDir,
final boolean shouldAssumeDatePartitioning) throws IOException {
FileSystem fs = FSUtils.getFs(baseDir, jsc.hadoopConfiguration());
final SerializableConfiguration serConf = new SerializableConfiguration(jsc.hadoopConfiguration());
final HoodieTableMetaClient tableMetadata = new HoodieTableMetaClient(fs.getConf(), baseDir);
final BaseFileOnlyView fsView = new HoodieTableFileSystemView(tableMetadata,
tableMetadata.getActiveTimeline().getCommitsAndCompactionTimeline().filterCompletedInstants());
// Get the latest commit
Option<HoodieInstant> latestCommit =
tableMetadata.getActiveTimeline().getCommitsAndCompactionTimeline().filterCompletedInstants().lastInstant();
if (!latestCommit.isPresent()) {
LOG.warn("No commits present. Nothing to snapshot");
return;
}
final String latestCommitTimestamp = latestCommit.get().getTimestamp();
LOG.info(String.format("Starting to snapshot latest version files which are also no-late-than %s.",
latestCommitTimestamp));
List<String> partitions = FSUtils.getAllPartitionPaths(fs, baseDir, shouldAssumeDatePartitioning);
if (partitions.size() > 0) {
LOG.info(String.format("The job needs to copy %d partitions.", partitions.size()));
// Make sure the output directory is empty
Path outputPath = new Path(outputDir);
if (fs.exists(outputPath)) {
LOG.warn(String.format("The output path %s targetBasePath already exists, deleting", outputPath));
fs.delete(new Path(outputDir), true);
}
HoodieEngineContext context = new HoodieSparkEngineContext(jsc);
context.setJobStatus(this.getClass().getSimpleName(), "Creating a snapshot");
List<Tuple2<String, String>> filesToCopy = context.flatMap(partitions, partition -> {
// Only take latest version files <= latestCommit.
FileSystem fs1 = FSUtils.getFs(baseDir, serConf.newCopy());
List<Tuple2<String, String>> filePaths = new ArrayList<>();
Stream<HoodieBaseFile> dataFiles = fsView.getLatestBaseFilesBeforeOrOn(partition, latestCommitTimestamp);
dataFiles.forEach(hoodieDataFile -> filePaths.add(new Tuple2<>(partition, hoodieDataFile.getPath())));
// also need to copy over partition metadata
Path partitionMetaFile =
new Path(new Path(baseDir, partition), HoodiePartitionMetadata.HOODIE_PARTITION_METAFILE);
if (fs1.exists(partitionMetaFile)) {
filePaths.add(new Tuple2<>(partition, partitionMetaFile.toString()));
}
return filePaths.stream();
}, partitions.size());
context.foreach(filesToCopy, tuple -> {
String partition = tuple._1();
Path sourceFilePath = new Path(tuple._2());
Path toPartitionPath = new Path(outputDir, partition);
FileSystem ifs = FSUtils.getFs(baseDir, serConf.newCopy());
if (!ifs.exists(toPartitionPath)) {
ifs.mkdirs(toPartitionPath);
}
FileUtil.copy(ifs, sourceFilePath, ifs, new Path(toPartitionPath, sourceFilePath.getName()), false,
ifs.getConf());
}, filesToCopy.size());
// Also copy the .commit files
LOG.info(String.format("Copying .commit files which are no-late-than %s.", latestCommitTimestamp));
FileStatus[] commitFilesToCopy =
fs.listStatus(new Path(baseDir + "/" + HoodieTableMetaClient.METAFOLDER_NAME), (commitFilePath) -> {
if (commitFilePath.getName().equals(HoodieTableConfig.HOODIE_PROPERTIES_FILE)) {
return true;
} else {
String instantTime = FSUtils.getCommitFromCommitFile(commitFilePath.getName());
return HoodieTimeline.compareTimestamps(instantTime, HoodieTimeline.LESSER_THAN_OR_EQUALS, latestCommitTimestamp
);
}
});
for (FileStatus commitStatus : commitFilesToCopy) {
Path targetFilePath =
new Path(outputDir + "/" + HoodieTableMetaClient.METAFOLDER_NAME + "/" + commitStatus.getPath().getName());
if (!fs.exists(targetFilePath.getParent())) {
fs.mkdirs(targetFilePath.getParent());
}
if (fs.exists(targetFilePath)) {
LOG.error(
String.format("The target output commit file (%s targetBasePath) already exists.", targetFilePath));
}
FileUtil.copy(fs, commitStatus.getPath(), fs, targetFilePath, false, fs.getConf());
}
} else {
LOG.info("The job has 0 partition to copy.");
}
// Create the _SUCCESS tag
Path successTagPath = new Path(outputDir + "/_SUCCESS");
if (!fs.exists(successTagPath)) {
LOG.info(String.format("Creating _SUCCESS under targetBasePath: %s", outputDir));
fs.createNewFile(successTagPath);
}
}
public static void main(String[] args) throws IOException {
// Take input configs
final Config cfg = new Config();
new JCommander(cfg, null, args);
LOG.info(String.format("Snapshot hoodie table from %s targetBasePath to %stargetBasePath", cfg.basePath,
cfg.outputPath));
// Create a spark job to do the snapshot copy
SparkConf sparkConf = new SparkConf().setAppName("Hoodie-snapshot-copier");
sparkConf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
JavaSparkContext jsc = new JavaSparkContext(sparkConf);
LOG.info("Initializing spark job.");
// Copy
HoodieSnapshotCopier copier = new HoodieSnapshotCopier();
copier.snapshot(jsc, cfg.basePath, cfg.outputPath, cfg.shouldAssumeDatePartitioning);
// Stop the job
jsc.stop();
}
}