HBase 通过myeclipce脚本来获取固定columns(获取列簇中的列及对应的value值)

第一步：关联Jar包

1. 配置hadoop-env.sh文件添加Hbase关联jar包

/opt/modules/hadoop-2.5.0-cdh5.3.6/etc/hadoop下编辑hadoop-env.sh文件添加下列变量

export HADOOP_CLASSPATH=$HADOOP_CLASSPATH:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/*

2. 配置临时或者永久环境变量

/opt/modules/hbase-0.98.6-cdh5.3.6/conf/hbase-env.sh 下追加下列变量关联jar包。如果想临时使用的话，只需要在打开的teminal当前会话下执行下列变量

export HBASE_HOME=/opt/modules/hbase-0.98.6-cdh5.3.6

export HADOOP_CLASSPATH=$HBASE_HOME/lib/*:classpath

export HBASE_CLASSPATH=$HBASE_CLASSPATH:`$HBASE_HOME/bin/hbase classpath`

在Hbase根目录下运行下列命令.如果环境变量配置正确的话，命令结束后会列举命令行list菜单

在Hbase根目录下运行下列命令，/opt/modules/hadoop-2.5.0-cdh5.3.6/bin/yarn jar lib/hbase-server-0.98.6-cdh5.3.6.jar

[liupeng@www hbase-0.98.6-cdh5.3.6]$ /opt/modules/hadoop-2.5.0-cdh5.3.6/bin/yarn jar lib/hbase-server-0.98.6-cdh5.3.6.jar

An example program must be given as the first argument.

Valid program names are:

  CellCounter: Count cells in HBase table

  completebulkload: Complete a bulk data load.

  copytable: Export a table from local cluster to peer cluster

  export: Write table data to HDFS.

  import: Import data written by Export.

  importtsv: Import data in TSV format.

  rowcounter: Count rows in HBase table

  verifyrep: Compare the data from tables in two different clusters. WARNING: It doesn't work for incrementColumnValues'd cells since the timestamp is changed after being appended to the log.

[liupeng@www hbase-0.98.6-cdh5.3.6]$

第二步：Myeclipse中代码的准备

（1） Maven工程的创建（不在此处详细解释）

（2） pom.xml文件添加jar包（Hadoop相关jar包添加下列属性即可）

   <dependency>

     <groupId>org.apache.hbase</groupId>

     <artifactId>hbase-server</artifactId>

     <version>0.98.24-hadoop2</version>

   </dependency>

   <dependency>

     <groupId>org.apache.hbase</groupId>

     <artifactId>hbase-client</artifactId>

     <version>0.98.24-hadoop2</version>

   </dependency>

（3）Java 代码的准备

com.HBaseMapperReduce.Import 包名

HBaseDriver类：

package com.HBaseMapperReduce.Import;

import org.apache.hadoop.conf.Configuration;

import org.apache.hadoop.conf.Configured;

import org.apache.hadoop.hbase.HBaseConfiguration;

import org.apache.hadoop.hbase.client.Put;

import org.apache.hadoop.hbase.client.Scan;

import org.apache.hadoop.hbase.io.ImmutableBytesWritable;

import org.apache.hadoop.hbase.mapreduce.TableMapReduceUtil;

import org.apache.hadoop.mapreduce.Job;

import org.apache.hadoop.util.Tool;

import org.apache.hadoop.util.ToolRunner;

 
//继承Configured 及 Tool类实现 run 方法 和 Main 方法

public class HBaseDriver extends Configured implements Tool{

    public int run(String[] arg0) throws Exception {

        Configuration conf = this.getConf();

        Job job = Job.getInstance(conf, "mr-test"); //这里的"mr-test"为job名可以起任意值

        //job.setJarByClass(入口)

        job.setJarByClass(HBaseDriver.class);

        Scan scan = new Scan();

        TableMapReduceUtil.initTableMapperJob(

                  "liupeng:Student",        // input table

                  scan,               // Scan instance to control CF and attribute selection

                  HBaseMapperReduceGetInfo.class,     // mapper class

                  ImmutableBytesWritable.class,         // mapper output key  TableMapper类中的类型

                  Put.class,  // mapper output value    TableMapper类中的类型

                  job);

        TableMapReduceUtil.initTableReducerJob(

                  "liupeng:DemoTest",        // output table  需要在Hbase上提前创建table表

                  null,    // reducer class  //如果没有reduce这里就指定null值

                  job);

                job.setNumReduceTasks(1);   // at least one, adjust as required  

        return job.waitForCompletion(true) ? 0:1;    //三木运算如果结果为true 返回0，相反返回1

    }

    public static void main(String[] args) {

        Configuration conf = HBaseConfiguration.create();

        try {

            int status = ToolRunner.run(conf, new HBaseDriver(), args);

            System.exit(status);

        } catch (Exception e) {

            e.printStackTrace();

        }

    }

}

HBaseMapperReduceGetInfo类

package com.HBaseMapperReduce.Import;

import java.io.IOException;

import org.apache.hadoop.hbase.Cell;

import org.apache.hadoop.hbase.CellUtil;

import org.apache.hadoop.hbase.client.Put;

import org.apache.hadoop.hbase.client.Result;

import org.apache.hadoop.hbase.io.ImmutableBytesWritable;

import org.apache.hadoop.hbase.mapreduce.TableMapper;

import org.apache.hadoop.hbase.util.Bytes;

import org.apache.hadoop.mapreduce.Mapper;

public class HBaseMapperReduceGetInfo extends TableMapper<ImmutableBytesWritable, Put> {

    @Override

    protected void map(ImmutableBytesWritable key, Result value,Context context)

            throws IOException, InterruptedException {

        //key是rowkey。key.get()得到rowkey下所有的数据

        Put put = new Put(key.get());

        
        /**
         *需求：获取指定table表中，符合if else条件的所有Cell值
         *列簇有2个分别获取 "info","contect"两个列簇下的列名
         *获取符合info列簇下name,age。及contect列簇下mail的Cell值
         */

        for(Cell cell:value.rawCells()){

            if("info".equals(Bytes.toString(CellUtil.cloneFamily(cell)))){

                if("name".equals(Bytes.toString(CellUtil.cloneQualifier(cell)))){

                    put.add(cell);

                }else if("age".equals(Bytes.toString(CellUtil.cloneQualifier(cell)))){

                    put.add(cell);

                }

            }else if("contect".equals(Bytes.toString(CellUtil.cloneFamily(cell)))){

                if("mail".equals(Bytes.toString(CellUtil.cloneQualifier(cell)))){

                    put.add(cell);

                }

            }

        }context.write(key, put);

    }

}

第三步：打jar包并运行脚本并在Hbase指定table表中查看数据

1. Hbase中创建表，具体操作如下

hbase(main):250:0> create "liupeng:DemoTest",'info','contect'

0 row(s) in 0.8020 seconds

=> Hbase::Table - liupeng:DemoTest

hbase(main):251:0> desc "liupeng:DemoTest"

DESCRIPTION                                                                    ENABLED

 'liupeng:DemoTest', {NAME => 'contect', BLOOMFILTER => 'ROW', VERSIONS => '1' true

 , IN_MEMORY => 'false', KEEP_DELETED_CELLS => 'false', DATA_BLOCK_ENCODING =>

  'NONE', TTL => 'FOREVER', COMPRESSION => 'NONE', MIN_VERSIONS => '0', BLOCKC

 ACHE => 'true', BLOCKSIZE => '65536', REPLICATION_SCOPE => '0'}, {NAME => 'in

 fo', BLOOMFILTER => 'ROW', VERSIONS => '1', IN_MEMORY => 'false', KEEP_DELETE

 D_CELLS => 'false', DATA_BLOCK_ENCODING => 'NONE', TTL => 'FOREVER', COMPRESS

 ION => 'NONE', MIN_VERSIONS => '0', BLOCKCACHE => 'true', BLOCKSIZE => '65536

 ', REPLICATION_SCOPE => '0'}

1 row(s) in 0.0970 seconds

2. 打jar包

图1

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3. 执行job命令

[liupeng@www hbase-0.98.6-cdh5.3.6]$ /opt/modules/hadoop-2.5.0-cdh5.3.6/bin/yarn jar /home/liupeng/Desktop/test.jar

命令执行后会运行MapperReduce任务等任务结束后会出现如下结果

[liupeng@www hbase-0.98.6-cdh5.3.6]$ /opt/modules/hadoop-2.5.0-cdh5.3.6/bin/yarn jar /home/liupeng/Desktop/test.jar

SLF4J: Class path contains multiple SLF4J bindings.

SLF4J: Found binding in [jar:file:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/slf4j-log4j12-1.7.5.jar!/org/slf4j/impl/StaticLoggerBinder.class]

SLF4J: Found binding in [jar:file:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/slf4j-log4j12-1.7.5.jar!/org/slf4j/impl/StaticLoggerBinder.class]

SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.

SLF4J: Actual binding is of type [org.slf4j.impl.Log4jLoggerFactory]

18/06/19 14:48:33 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable

18/06/19 14:48:35 INFO Configuration.deprecation: io.bytes.per.checksum is deprecated. Instead, use dfs.bytes-per-checksum

18/06/19 14:48:35 INFO client.RMProxy: Connecting to ResourceManager at www.hadoopresourcemanager.com/192.168.122.169:8032

18/06/19 14:48:35 INFO Configuration.deprecation: io.bytes.per.checksum is deprecated. Instead, use dfs.bytes-per-checksum

18/06/19 14:48:36 INFO zookeeper.RecoverableZooKeeper: Process identifier=hconnection-0x7b205dbd connecting to ZooKeeper ensemble=localhost:2181

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:zookeeper.version=3.4.5-cdh5.3.6--1, built on 07/28/2015 18:35 GMT

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:host.name=www.hadoopsecondarynamenode.com

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:java.version=1.8.0_151

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:java.vendor=Oracle Corporation

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:java.home=/opt/modules/jdk1.8.0_151/jre

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:java.class.path=/opt/modules/hadoop-2.5.0-cdh5.3.6/etc/hadoop:/opt/modules/hadoop-2.5.0-cdh5.3.6/etc/hadoop:/opt/modules/hadoop-2.5.0-cdh5.3.6/etc/hadoop:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jackson-core-asl-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-logging-1.1.3.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/api-util-1.0.0-M20.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-net-3.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/apacheds-kerberos-codec-2.0.0-M15.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-codec-1.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-cli-1.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/curator-framework-2.6.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/netty-3.6.2.Final.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/junit-4.11.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/guava-11.0.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-math3-3.1.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/java-xmlbuilder-0.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/protobuf-java-2.5.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-httpclient-3.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jsp-api-2.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jersey-server-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jasper-compiler-5.5.23.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/slf4j-api-1.7.5.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/hamcrest-core-1.3.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jackson-jaxrs-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jetty-6.1.26.cloudera.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/activation-1.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/zookeeper-3.4.5-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/stax-api-1.0-2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/gson-2.2.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/httpcore-4.2.5.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-io-2.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jsr305-1.3.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/apacheds-i18n-2.0.0-M15.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jets3t-0.9.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jsch-0.1.42.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jersey-json-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-configuration-1.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jasper-runtime-5.5.23.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-el-1.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/asm-3.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/api-asn1-api-1.0.0-M20.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-lang-2.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/log4j-1.2.17.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jettison-1.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/slf4j-log4j12-1.7.5.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/avro-1.7.6-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/mockito-all-1.8.5.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/snappy-java-1.0.4.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jaxb-api-2.2.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/servlet-api-2.5.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/curator-recipes-2.6.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-beanutils-1.7.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jaxb-impl-2.2.3-1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/paranamer-2.3.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/xmlenc-0.52.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-digester-1.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-beanutils-core-1.8.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/httpclient-4.2.5.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-compress-1.4.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/xz-1.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/curator-client-2.6.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jackson-xc-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/hadoop-auth-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jersey-core-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/hadoop-annotations-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/jackson-mapper-asl-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/lib/commons-collections-3.2.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/hadoop-common-2.5.0-cdh5.3.6-tests.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/hadoop-common-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/common/hadoop-nfs-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/jackson-core-asl-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/commons-logging-1.1.3.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/commons-codec-1.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/commons-cli-1.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/netty-3.6.2.Final.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/guava-11.0.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/protobuf-java-2.5.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/jsp-api-2.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/jersey-server-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/jetty-6.1.26.cloudera.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/commons-io-2.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/commons-daemon-1.0.13.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/jsr305-1.3.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/jasper-runtime-5.5.23.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/commons-el-1.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/asm-3.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/commons-lang-2.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/log4j-1.2.17.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/servlet-api-2.5.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/xmlenc-0.52.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/jersey-core-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/lib/jackson-mapper-asl-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/hadoop-hdfs-2.5.0-cdh5.3.6-tests.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/hadoop-hdfs-nfs-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/hdfs/hadoop-hdfs-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jackson-core-asl-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-logging-1.1.3.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-codec-1.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/leveldbjni-all-1.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-cli-1.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jline-0.9.94.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jersey-guice-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/guava-11.0.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/protobuf-java-2.5.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-httpclient-3.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/javax.inject-1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jersey-server-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jersey-client-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jackson-jaxrs-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jetty-6.1.26.cloudera.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/activation-1.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/zookeeper-3.4.5-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/stax-api-1.0-2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-io-2.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jsr305-1.3.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jersey-json-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/aopalliance-1.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/asm-3.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/guice-servlet-3.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-lang-2.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/log4j-1.2.17.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jettison-1.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jaxb-api-2.2.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/servlet-api-2.5.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/guice-3.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jaxb-impl-2.2.3-1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-compress-1.4.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/xz-1.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jackson-xc-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jersey-core-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jackson-mapper-asl-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-collections-3.2.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-applications-unmanaged-am-launcher-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-resourcemanager-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-api-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-applicationhistoryservice-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-web-proxy-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-common-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-applications-distributedshell-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-client-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-tests-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-nodemanager-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-common-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/jackson-core-asl-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/leveldbjni-all-1.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/netty-3.6.2.Final.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/junit-4.11.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/jersey-guice-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/protobuf-java-2.5.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/javax.inject-1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/jersey-server-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/hamcrest-core-1.3.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/commons-io-2.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/aopalliance-1.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/asm-3.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/guice-servlet-3.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/log4j-1.2.17.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/avro-1.7.6-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/snappy-java-1.0.4.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/guice-3.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/paranamer-2.3.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/commons-compress-1.4.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/xz-1.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/jersey-core-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/hadoop-annotations-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/lib/jackson-mapper-asl-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/hadoop-mapreduce-examples-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.5.0-cdh5.3.6-tests.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-shuffle-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-plugins-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-nativetask-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-app-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-common-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-core-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.5.0-cdh5.3.6.jar:/contrib/capacity-scheduler/*.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-hadoop2-compat-0.98.6-cdh5.3.6-tests.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hadoop-hdfs-2.5.0-cdh5.3.6-tests.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jackson-core-asl-1.8.8.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hsqldb-1.8.0.10.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jamon-runtime-2.3.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-server-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-thrift-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-shell-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/api-util-1.0.0-M20.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-net-3.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/apacheds-kerberos-codec-2.0.0-M15.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-cli-1.2.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/curator-framework-2.6.0.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-daemon-1.0.3.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-hadoop2-compat-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/junit-4.11.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/high-scale-lib-1.1.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-server-0.98.6-cdh5.3.6-tests.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/netty-3.6.6.Final.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-common-0.98.6-cdh5.3.6-tests.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/guava-12.0.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-math3-3.1.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jersey-core-1.8.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-testing-util-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jersey-json-1.8.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/java-xmlbuilder-0.4.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/protobuf-java-2.5.0.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jsp-2.1-6.1.14.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-httpclient-3.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jsp-api-2.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jasper-compiler-5.5.23.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/slf4j-api-1.7.5.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hamcrest-core-1.3.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/servlet-api-2.5-6.1.14.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jackson-jaxrs-1.8.8.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jetty-6.1.26.cloudera.4.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/activation-1.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/zookeeper-3.4.5-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/gson-2.2.4.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/httpcore-4.2.5.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-io-2.4.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jruby-complete-1.6.8.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jsp-api-2.1-6.1.14.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-it-0.98.6-cdh5.3.6-tests.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jsr305-1.3.9.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/htrace-core-2.04.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-hadoop-compat-0.98.6-cdh5.3.6-tests.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/apacheds-i18n-2.0.0-M15.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jets3t-0.9.0.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-logging-1.1.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jsch-0.1.42.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jetty-sslengine-6.1.26.cloudera.4.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-configuration-1.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jasper-runtime-5.5.23.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-el-1.0.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/core-3.1.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/findbugs-annotations-1.3.9-1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/asm-3.2.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/api-asn1-api-1.0.0-M20.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-examples-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-lang-2.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/log4j-1.2.17.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/slf4j-log4j12-1.7.5.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/avro-1.7.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-protocol-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hadoop-common-2.5.0-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-math-2.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-it-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/libthrift-0.9.0.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/snappy-java-1.0.4.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-client-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-hadoop-compat-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/metrics-core-2.2.0.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jettison-1.3.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jaxb-api-2.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/servlet-api-2.5.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/curator-recipes-2.6.0.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-codec-1.7.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-beanutils-1.7.0.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jaxb-impl-2.2.3-1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/paranamer-2.3.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/xmlenc-0.52.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-digester-1.8.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-beanutils-core-1.8.0.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jersey-server-1.8.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/httpclient-4.2.5.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-compress-1.4.1.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/xz-1.0.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/curator-client-2.6.0.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hadoop-hdfs-2.5.0-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-common-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jackson-xc-1.8.8.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hbase-prefix-tree-0.98.6-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hadoop-auth-2.5.0-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/hadoop-annotations-2.5.0-cdh5.3.6.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/jackson-mapper-asl-1.8.8.jar:/opt/modules/hbase-0.98.6-cdh5.3.6/lib/commons-collections-3.2.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-applications-unmanaged-am-launcher-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-resourcemanager-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-api-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-applicationhistoryservice-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-web-proxy-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-common-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-applications-distributedshell-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-client-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-tests-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-nodemanager-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/hadoop-yarn-server-common-2.5.0-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jackson-core-asl-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-logging-1.1.3.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-codec-1.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/leveldbjni-all-1.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-cli-1.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jline-0.9.94.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jersey-guice-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/guava-11.0.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/protobuf-java-2.5.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-httpclient-3.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/javax.inject-1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jersey-server-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jersey-client-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jackson-jaxrs-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jetty-6.1.26.cloudera.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/activation-1.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jetty-util-6.1.26.cloudera.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/zookeeper-3.4.5-cdh5.3.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/stax-api-1.0-2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-io-2.4.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jsr305-1.3.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jersey-json-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/aopalliance-1.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/asm-3.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/guice-servlet-3.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-lang-2.6.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/log4j-1.2.17.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jettison-1.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jaxb-api-2.2.2.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/servlet-api-2.5.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/guice-3.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jaxb-impl-2.2.3-1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-compress-1.4.1.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/xz-1.0.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jackson-xc-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jersey-core-1.9.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/jackson-mapper-asl-1.8.8.jar:/opt/modules/hadoop-2.5.0-cdh5.3.6/share/hadoop/yarn/lib/commons-collections-3.2.1.jar

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:java.library.path=/opt/modules/hadoop-2.5.0-cdh5.3.6/lib/native

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:java.io.tmpdir=/tmp

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:java.compiler=<NA>

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:os.name=Linux

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:os.arch=amd64

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:os.version=2.6.32-696.el6.x86_64

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:user.name=liupeng

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:user.home=/home/liupeng

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Client environment:user.dir=/opt/modules/hbase-0.98.6-cdh5.3.6

18/06/19 14:48:36 INFO zookeeper.ZooKeeper: Initiating client connection, connectString=localhost:2181 sessionTimeout=90000 watcher=hconnection-0x7b205dbd, quorum=localhost:2181, baseZNode=/hbase

18/06/19 14:48:36 INFO zookeeper.ClientCnxn: Opening socket connection to server localhost6.localdomain6/0:0:0:0:0:0:0:1:2181. Will not attempt to authenticate using SASL (unknown error)

18/06/19 14:48:36 INFO zookeeper.ClientCnxn: Socket connection established, initiating session, client: /0:0:0:0:0:0:0:1:35986, server: localhost6.localdomain6/0:0:0:0:0:0:0:1:2181

18/06/19 14:48:36 INFO zookeeper.ClientCnxn: Session establishment complete on server localhost6.localdomain6/0:0:0:0:0:0:0:1:2181, sessionid = 0x36415671f800003, negotiated timeout = 40000

18/06/19 14:48:36 INFO mapreduce.TableOutputFormat: Created table instance for liupeng:DemoTest

18/06/19 14:48:39 INFO util.RegionSizeCalculator: Calculating region sizes for table "liupeng:Student".

18/06/19 14:48:40 INFO mapreduce.JobSubmitter: number of splits:1

18/06/19 14:48:40 INFO Configuration.deprecation: io.bytes.per.checksum is deprecated. Instead, use dfs.bytes-per-checksum

18/06/19 14:48:40 INFO mapreduce.JobSubmitter: Submitting tokens for job: job_1528678110864_0026

18/06/19 14:48:40 INFO impl.YarnClientImpl: Submitted application application_1528678110864_0026

18/06/19 14:48:40 INFO mapreduce.Job: The url to track the job: http://www.hadoopresourcemanager.com:8088/proxy/application_1528678110864_0026/

18/06/19 14:48:40 INFO mapreduce.Job: Running job: job_1528678110864_0026

18/06/19 14:48:50 INFO mapreduce.Job: Job job_1528678110864_0026 running in uber mode : false

18/06/19 14:48:50 INFO mapreduce.Job:  map 0% reduce 0%

18/06/19 14:49:00 INFO mapreduce.Job:  map 100% reduce 0%

18/06/19 14:49:09 INFO mapreduce.Job:  map 100% reduce 100%

18/06/19 14:49:09 INFO mapreduce.Job: Job job_1528678110864_0026 completed successfully

18/06/19 14:49:09 INFO mapreduce.Job: Counters: 59

    File System Counters

        FILE: Number of bytes read=882

        FILE: Number of bytes written=269857

        FILE: Number of read operations=0

        FILE: Number of large read operations=0

        FILE: Number of write operations=0

        HDFS: Number of bytes read=98

        HDFS: Number of bytes written=0

        HDFS: Number of read operations=1

        HDFS: Number of large read operations=0

        HDFS: Number of write operations=0

    Job Counters

        Launched map tasks=1

        Launched reduce tasks=1

        Data-local map tasks=1

        Total time spent by all maps in occupied slots (ms)=7496

        Total time spent by all reduces in occupied slots (ms)=5648

        Total time spent by all map tasks (ms)=7496

        Total time spent by all reduce tasks (ms)=5648

        Total vcore-seconds taken by all map tasks=7496

        Total vcore-seconds taken by all reduce tasks=5648

        Total megabyte-seconds taken by all map tasks=7675904

        Total megabyte-seconds taken by all reduce tasks=5783552

    Map-Reduce Framework

        Map input records=7

        Map output records=7

        Map output bytes=862

        Map output materialized bytes=882

        Input split bytes=98

        Combine input records=7

        Combine output records=7

        Reduce input groups=7

        Reduce shuffle bytes=882

        Reduce input records=7

        Reduce output records=7

        Spilled Records=14

        Shuffled Maps =1

        Failed Shuffles=0

        Merged Map outputs=1

        GC time elapsed (ms)=171

        CPU time spent (ms)=2130

        Physical memory (bytes) snapshot=312143872

        Virtual memory (bytes) snapshot=4137783296

        Total committed heap usage (bytes)=170004480

    HBase Counters

        BYTES_IN_REMOTE_RESULTS=0

        BYTES_IN_RESULTS=1183

        MILLIS_BETWEEN_NEXTS=701

        NOT_SERVING_REGION_EXCEPTION=0

        NUM_SCANNER_RESTARTS=0

        REGIONS_SCANNED=1

        REMOTE_RPC_CALLS=0

        REMOTE_RPC_RETRIES=0

        RPC_CALLS=3

        RPC_RETRIES=0

    Shuffle Errors

        BAD_ID=0

        CONNECTION=0

        IO_ERROR=0

        WRONG_LENGTH=0

        WRONG_MAP=0

        WRONG_REDUCE=0

    File Input Format Counters

        Bytes Read=0

    File Output Format Counters

        Bytes Written=0

[liupeng@www hbase-0.98.6-cdh5.3.6]$

Run Jar

4. 查看HBase创建的table表中是否有数据

base(main):253:0> scan "liupeng:Student"

ROW                             COLUMN+CELL

 10001                          column=contect:mail, timestamp=1528938151610, value=tony@cn.ibm.com

 10001                          column=info:age, timestamp=1528938151610, value=23

 10001                          column=info:name, timestamp=1528938151610, value=Tony

 10001                          column=info:phone, timestamp=1528938151610, value=15995719964

 10002                          column=contect:mail, timestamp=1528938151610, value=www.ivy@beifeng.com

 10002                          column=info:age, timestamp=1528938151610, value=30

 10002                          column=info:name, timestamp=1528938151610, value=Ivy

 10002                          column=info:phone, timestamp=1528938151610, value=18665851937

 10003                          column=contect:mail, timestamp=1528938151610, value=www.tom@beifeng.com

 10003                          column=info:age, timestamp=1528938151610, value=28

 10003                          column=info:name, timestamp=1528938151610, value=Tom

 10003                          column=info:phone, timestamp=1528938151610, value=17933569972

 10004                          column=contect:mail, timestamp=1528938151610, value=jack@alibaba.com

 10004                          column=info:age, timestamp=1528938151610, value=24

 10004                          column=info:name, timestamp=1528938151610, value=jack

 10004                          column=info:phone, timestamp=1528938151610, value=13677543321

 10005                          column=contect:mail, timestamp=1528938151610, value=kevin@cn.ibm.com

 10005                          column=info:age, timestamp=1528938151610, value=27

 10005                          column=info:name, timestamp=1528938151610, value=kevin

 10005                          column=info:phone, timestamp=1528938151610, value=15999876653

 10006                          column=contect:mail, timestamp=1528938151610, value=www.mdy@193.com

 10006                          column=info:age, timestamp=1528938151610, value=20

 10006                          column=info:name, timestamp=1528938151610, value=mevendy

 10006                          column=info:phone, timestamp=1528938151610, value=1892287467

 10007                          column=contect:mail, timestamp=1528938151610, value=www.sendy@163.com

 10007                          column=info:age, timestamp=1528938151610, value=30

 10007                          column=info:name, timestamp=1528938151610, value=Sendy

 10007                          column=info:phone, timestamp=1528938151610, value=15973679981

liupeng:Student原表信息

当看到scan "liupeng:DemoTest"结果出现如下显示时说明数据导入成功。仔细看一下内容，正是我们代码中所要求的 "info","contect"中"name","age","contect"的所有Cell信息

hbase(main):252:0> scan "liupeng:DemoTest"

ROW                             COLUMN+CELL

 10001                          column=contect:mail, timestamp=1528938151610, value=tony@cn.ibm.com

 10001                          column=info:age, timestamp=1528938151610, value=23

 10001                          column=info:name, timestamp=1528938151610, value=Tony

 10002                          column=contect:mail, timestamp=1528938151610, value=www.ivy@beifeng.com

 10002                          column=info:age, timestamp=1528938151610, value=30

 10002                          column=info:name, timestamp=1528938151610, value=Ivy

 10003                          column=contect:mail, timestamp=1528938151610, value=www.tom@beifeng.com

 10003                          column=info:age, timestamp=1528938151610, value=28

 10003                          column=info:name, timestamp=1528938151610, value=Tom

 10004                          column=contect:mail, timestamp=1528938151610, value=jack@alibaba.com

 10004                          column=info:age, timestamp=1528938151610, value=24

 10004                          column=info:name, timestamp=1528938151610, value=jack

 10005                          column=contect:mail, timestamp=1528938151610, value=kevin@cn.ibm.com

 10005                          column=info:age, timestamp=1528938151610, value=27

 10005                          column=info:name, timestamp=1528938151610, value=kevin

 10006                          column=contect:mail, timestamp=1528938151610, value=www.mdy@193.com

 10006                          column=info:age, timestamp=1528938151610, value=20

 10006                          column=info:name, timestamp=1528938151610, value=mevendy

 10007                          column=contect:mail, timestamp=1528938151610, value=www.sendy@163.com

 10007                          column=info:age, timestamp=1528938151610, value=30

 10007                          column=info:name, timestamp=1528938151610, value=Sendy

7 row(s) in 0.5030 seconds

巴特西

HBase 通过myeclipce脚本来获取固定columns(获取列簇中的列及对应的value值)

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