org.apache.hadoop.hbase.mapreduce.MultiTableSnapshotInputFormat Maven / Gradle / Ivy
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This module contains implementations of InputFormat, OutputFormat, Mapper, Reducer, etc which
are needed for running MR jobs on tables, WALs, HFiles and other HBase specific constructs.
It also contains a bunch of tools: RowCounter, ImportTsv, Import, Export, CompactionTool,
ExportSnapshot, WALPlayer, etc
/*
* 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.hadoop.hbase.mapreduce;
import java.io.IOException;
import java.util.Collection;
import java.util.List;
import java.util.Map;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.hbase.client.Scan;
import org.apache.hadoop.mapreduce.InputSplit;
import org.apache.hadoop.mapreduce.JobContext;
import org.apache.yetus.audience.InterfaceAudience;
import org.apache.hbase.thirdparty.com.google.common.collect.Lists;
/**
* MultiTableSnapshotInputFormat generalizes {@link TableSnapshotInputFormat} allowing a MapReduce
* job to run over one or more table snapshots, with one or more scans configured for each.
* Internally, the input format delegates to {@link TableSnapshotInputFormat} and thus has the same
* performance advantages; see {@link TableSnapshotInputFormat} for more details. Usage is similar
* to TableSnapshotInputFormat, with the following exception: initMultiTableSnapshotMapperJob takes
* in a map from snapshot name to a collection of scans. For each snapshot in the map, each
* corresponding scan will be applied; the overall dataset for the job is defined by the
* concatenation of the regions and tables included in each snapshot/scan pair.
* {@link TableMapReduceUtil#initMultiTableSnapshotMapperJob (Map, Class, Class, Class, org.apache.hadoop.mapreduce.Job, boolean, Path)}
* can be used to configure the job.
*
*
* {@code
* Job job = new Job(conf);
* Map> snapshotScans = ImmutableMap.of(
* "snapshot1", ImmutableList.of(new Scan(Bytes.toBytes("a"), Bytes.toBytes("b"))),
* "snapshot2", ImmutableList.of(new Scan(Bytes.toBytes("1"), Bytes.toBytes("2")))
* );
* Path restoreDir = new Path("/tmp/snapshot_restore_dir")
* TableMapReduceUtil.initTableSnapshotMapperJob(
* snapshotScans, MyTableMapper.class, MyMapKeyOutput.class,
* MyMapOutputValueWritable.class, job, true, restoreDir);
* }
*
*
* Internally, this input format restores each snapshot into a subdirectory of the given tmp
* directory. Input splits and record readers are created as described in
* {@link org.apache.hadoop.hbase.mapreduce.TableSnapshotInputFormat} (one per region). See
* {@link TableSnapshotInputFormat} for more notes on permissioning; the same caveats apply here.
* @see TableSnapshotInputFormat
* @see org.apache.hadoop.hbase.client.TableSnapshotScanner
*/
@InterfaceAudience.Public
public class MultiTableSnapshotInputFormat extends TableSnapshotInputFormat {
private final MultiTableSnapshotInputFormatImpl delegate;
public MultiTableSnapshotInputFormat() {
this.delegate = new MultiTableSnapshotInputFormatImpl();
}
@Override
public List getSplits(JobContext jobContext)
throws IOException, InterruptedException {
List splits =
delegate.getSplits(jobContext.getConfiguration());
List rtn = Lists.newArrayListWithCapacity(splits.size());
for (TableSnapshotInputFormatImpl.InputSplit split : splits) {
rtn.add(new TableSnapshotInputFormat.TableSnapshotRegionSplit(split));
}
return rtn;
}
public static void setInput(Configuration configuration,
Map> snapshotScans, Path tmpRestoreDir) throws IOException {
new MultiTableSnapshotInputFormatImpl().setInput(configuration, snapshotScans, tmpRestoreDir);
}
}