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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.hadoop.hbase.mapreduce;

import java.io.IOException;
import java.util.HashMap;
import java.util.Map;

import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.hbase.classification.InterfaceAudience;
import org.apache.hadoop.hbase.classification.InterfaceStability;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.hbase.TableName;
import org.apache.hadoop.hbase.client.BufferedMutator;
import org.apache.hadoop.hbase.client.Connection;
import org.apache.hadoop.hbase.client.ConnectionFactory;
import org.apache.hadoop.hbase.client.Delete;
import org.apache.hadoop.hbase.client.HTable;
import org.apache.hadoop.hbase.client.Mutation;
import org.apache.hadoop.hbase.client.Put;
import org.apache.hadoop.hbase.client.Durability;
import org.apache.hadoop.hbase.io.ImmutableBytesWritable;
import org.apache.hadoop.hbase.util.Bytes;
import org.apache.hadoop.mapreduce.JobContext;
import org.apache.hadoop.mapreduce.OutputCommitter;
import org.apache.hadoop.mapreduce.OutputFormat;
import org.apache.hadoop.mapreduce.RecordWriter;
import org.apache.hadoop.mapreduce.TaskAttemptContext;

/**
 * 

* Hadoop output format that writes to one or more HBase tables. The key is * taken to be the table name while the output value must be either a * {@link Put} or a {@link Delete} instance. All tables must already exist, and * all Puts and Deletes must reference only valid column families. *

* *

* Write-ahead logging (WAL) for Puts can be disabled by setting * {@link #WAL_PROPERTY} to {@link #WAL_OFF}. Default value is {@link #WAL_ON}. * Note that disabling write-ahead logging is only appropriate for jobs where * loss of data due to region server failure can be tolerated (for example, * because it is easy to rerun a bulk import). *

*/ @InterfaceAudience.Public @InterfaceStability.Stable public class MultiTableOutputFormat extends OutputFormat { /** Set this to {@link #WAL_OFF} to turn off write-ahead logging (WAL) */ public static final String WAL_PROPERTY = "hbase.mapreduce.multitableoutputformat.wal"; /** Property value to use write-ahead logging */ public static final boolean WAL_ON = true; /** Property value to disable write-ahead logging */ public static final boolean WAL_OFF = false; /** * Record writer for outputting to multiple HTables. */ protected static class MultiTableRecordWriter extends RecordWriter { private static final Log LOG = LogFactory.getLog(MultiTableRecordWriter.class); Connection connection; Map mutatorMap = new HashMap<>(); Configuration conf; boolean useWriteAheadLogging; /** * @param conf * HBaseConfiguration to used * @param useWriteAheadLogging * whether to use write ahead logging. This can be turned off ( * false) to improve performance when bulk loading data. */ public MultiTableRecordWriter(Configuration conf, boolean useWriteAheadLogging) { LOG.debug("Created new MultiTableRecordReader with WAL " + (useWriteAheadLogging ? "on" : "off")); this.conf = conf; this.useWriteAheadLogging = useWriteAheadLogging; } /** * @param tableName * the name of the table, as a string * @return the named mutator * @throws IOException * if there is a problem opening a table */ BufferedMutator getBufferedMutator(ImmutableBytesWritable tableName) throws IOException { if(this.connection == null){ this.connection = ConnectionFactory.createConnection(conf); } if (!mutatorMap.containsKey(tableName)) { LOG.debug("Opening HTable \"" + Bytes.toString(tableName.get())+ "\" for writing"); BufferedMutator mutator = connection.getBufferedMutator(TableName.valueOf(tableName.get())); mutatorMap.put(tableName, mutator); } return mutatorMap.get(tableName); } @Override public void close(TaskAttemptContext context) throws IOException { for (BufferedMutator mutator : mutatorMap.values()) { mutator.close(); } if (connection != null) { connection.close(); } } /** * Writes an action (Put or Delete) to the specified table. * * @param tableName * the table being updated. * @param action * the update, either a put or a delete. * @throws IllegalArgumentException * if the action is not a put or a delete. */ @Override public void write(ImmutableBytesWritable tableName, Mutation action) throws IOException { BufferedMutator mutator = getBufferedMutator(tableName); // The actions are not immutable, so we defensively copy them if (action instanceof Put) { Put put = new Put((Put) action); put.setDurability(useWriteAheadLogging ? Durability.SYNC_WAL : Durability.SKIP_WAL); mutator.mutate(put); } else if (action instanceof Delete) { Delete delete = new Delete((Delete) action); mutator.mutate(delete); } else throw new IllegalArgumentException( "action must be either Delete or Put"); } } @Override public void checkOutputSpecs(JobContext context) throws IOException, InterruptedException { // we can't know ahead of time if it's going to blow up when the user // passes a table name that doesn't exist, so nothing useful here. } @Override public OutputCommitter getOutputCommitter(TaskAttemptContext context) throws IOException, InterruptedException { return new TableOutputCommitter(); } @Override public RecordWriter getRecordWriter(TaskAttemptContext context) throws IOException, InterruptedException { Configuration conf = context.getConfiguration(); return new MultiTableRecordWriter(HBaseConfiguration.create(conf), conf.getBoolean(WAL_PROPERTY, WAL_ON)); } }




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