Hadoop生态圈-Flume的主流Sinks源配置

　　　　　　　　　　　　　　　　　　　　　　Hadoop生态圈-Flume的主流Sinks源配置

　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　作者：尹正杰

版权声明：原创作品，谢绝转载！否则将追究法律责任。

　　　　

　本篇博客只是配置的是Flume主流的Sinks，想要了解更详细的配置信息请参考官网：http://flume.apache.org/FlumeUserGuide.html#flume-sinks.

一.avro sink

1>.avro sink功能

　　答：Avro Source多用作跃点（类似于web服务器的负载均衡）， 真正的分布式收集。avro sink是将source监听到的数据生成为串行化的avro数据。

2>.官网文档介绍

3>.配置案例展示（使用taildir源和hdfs sink做多主机监控跃点）

　　a>.启动hdfs分布式文件系统

[yinzhengjie@s101 ~]$ more `which xzk.sh`
#!/bin/bash
#@author :yinzhengjie
#blog:http://www.cnblogs.com/yinzhengjie
#EMAIL:y1053419035@qq.com

#判断用户是否传参
if [ $# -ne  ];then
    echo "无效参数，用法为: $0  {start|stop|restart|status}"
    exit
fi

#获取用户输入的命令
cmd=$

#定义函数功能
function zookeeperManger(){
    case $cmd in
    start)
        echo "启动服务"
        remoteExecution start
        ;;
    stop)
        echo "停止服务"
        remoteExecution stop
        ;;
    restart)
        echo "重启服务"
        remoteExecution restart
        ;;
    status)
        echo "查看状态"
        remoteExecution status
        ;;
    *)
        echo "无效参数，用法为: $0  {start|stop|restart|status}"
        ;;
    esac
}

#定义执行的命令
function remoteExecution(){
    for (( i= ; i<= ; i++ )) ; do
            tput setaf
            echo ========== s$i zkServer.sh  $ ================
            tput setaf
            ssh s$i  "source /etc/profile ; zkServer.sh $1"
    done
}

#调用函数
zookeeperManger
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ xzk.sh start
启动服务
========== s102 zkServer.sh start ================
ZooKeeper JMX enabled by default
Using config: /soft/zk/bin/../conf/zoo.cfg
Starting zookeeper ... STARTED
========== s103 zkServer.sh start ================
ZooKeeper JMX enabled by default
Using config: /soft/zk/bin/../conf/zoo.cfg
Starting zookeeper ... STARTED
========== s104 zkServer.sh start ================
ZooKeeper JMX enabled by default
Using config: /soft/zk/bin/../conf/zoo.cfg
Starting zookeeper ... STARTED
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ start-dfs.sh
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..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]
Starting namenodes on [s101 s105]
s101: starting namenode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-namenode-s101.out
s105: starting namenode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-namenode-s105.out
s105: starting datanode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-datanode-s105.out
s104: starting datanode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-datanode-s104.out
s103: starting datanode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-datanode-s103.out
s102: starting datanode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-datanode-s102.out
Starting journal nodes [s102 s103 s104]
s104: starting journalnode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-journalnode-s104.out
s103: starting journalnode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-journalnode-s103.out
s102: starting journalnode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-journalnode-s102.out
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..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]
Starting ZK Failover Controllers on NN hosts [s101 s105]
s101: starting zkfc, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-zkfc-s101.out
s105: starting zkfc, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-zkfc-s105.out
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ more `which xcall.sh`
#!/bin/bash
#@author :yinzhengjie
#blog:http://www.cnblogs.com/yinzhengjie
#EMAIL:y1053419035@qq.com

#判断用户是否传参
if [ $# -lt  ];then
        echo "请输入参数"
        exit
fi

#获取用户输入的命令
cmd=$@

for (( i=;i<=;i++ ))
do
        #使终端变绿色
        tput setaf
        echo ============= s$i $cmd ============
        #使终端变回原来的颜色，即白灰色
        tput setaf
        #远程执行命令
        ssh s$i $cmd
        #判断命令是否执行成功
        if [ $? ==  ];then
                echo "命令执行成功"
        fi
done
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ xcall.sh jps
============= s101 jps ============
Jps
NameNode
DFSZKFailoverController
命令执行成功
============= s102 jps ============
Jps
QuorumPeerMain
JournalNode
DataNode
命令执行成功
============= s103 jps ============
Jps
JournalNode
QuorumPeerMain
DataNode
命令执行成功
============= s104 jps ============
DataNode
JournalNode
QuorumPeerMain
Jps
命令执行成功
============= s105 jps ============
NameNode
DFSZKFailoverController
DataNode
Jps
命令执行成功
[yinzhengjie@s101 ~]$ 

[yinzhengjie@s101 ~]$ start-dfs.sh

[yinzhengjie@s101 ~]$ start-dfs.sh

　　b>.创建监控目录

[yinzhengjie@s101 ~]$ more `which xcall.sh`
#!/bin/bash
#@author :yinzhengjie
#blog:http://www.cnblogs.com/yinzhengjie
#EMAIL:y1053419035@qq.com

#判断用户是否传参
if [ $# -lt  ];then
        echo "请输入参数"
        exit
fi

#获取用户输入的命令
cmd=$@

for (( i=;i<=;i++ ))
do
        #使终端变绿色
        tput setaf
        echo ============= s$i $cmd ============
        #使终端变回原来的颜色，即白灰色
        tput setaf
        #远程执行命令
        ssh s$i $cmd
        #判断命令是否执行成功
        if [ $? ==  ];then
                echo "命令执行成功"
        fi
done
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ xcall.sh mkdir /home/yinzhengjie/log
============= s101 mkdir /home/yinzhengjie/log ============
命令执行成功
============= s102 mkdir /home/yinzhengjie/log ============
命令执行成功
============= s103 mkdir /home/yinzhengjie/log ============
命令执行成功
============= s104 mkdir /home/yinzhengjie/log ============
命令执行成功
============= s105 mkdir /home/yinzhengjie/log ============
命令执行成功
[yinzhengjie@s101 ~]$ 

[yinzhengjie@s101 ~]$ xcall.sh mkdir /home/yinzhengjie/log

　　c>.配置source源并分发到各个节点（agent）中，在客户端启用

[yinzhengjie@s101 ~]$ more /soft/flume/conf/yinzhengjie_avroagent.conf
# Name the components on this agent
a1.sources = r1
a1.sinks = k1
a1.channels = c1

# 定义源: TAILDIR
a1.sources.r1.type = TAILDIR
# 指定监控文件组
a1.sources.r1.filegroups = g1
# 指定g1组中包含的文件
a1.sources.r1.filegroups.g1 = /home/yinzhengjie/log/.*log

# Describe the sink
a1.sinks.k1.type = avro
a1.sinks.k1.hostname = s101
a1.sinks.k1.port = 

# Use a channel which buffers events in memory
a1.channels.c1.type = memory
a1.channels.c1.capacity =
a1.channels.c1.transactionCapacity = 

# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1
[yinzhengjie@s101 ~]$ 

[yinzhengjie@s101 ~]$ more /soft/flume/conf/yinzhengjie_avroagent.conf

[yinzhengjie@s101 ~]$ more `which xrsync.sh`
#!/bin/bash
#@author :yinzhengjie
#blog:http://www.cnblogs.com/yinzhengjie
#EMAIL:y1053419035@qq.com

#判断用户是否传参
if [ $# -lt  ];then
    echo "请输入参数";
    exit
fi

#获取文件路径
file=$@

#获取子路径
filename=`basename $file`

#获取父路径
dirpath=`dirname $file`

#获取完整路径
cd $dirpath
fullpath=`pwd -P`

#同步文件到DataNode
for (( i=;i<=;i++ ))
do
    #使终端变绿色
    tput setaf
    echo =========== s$i %file ===========
    #使终端变回原来的颜色，即白灰色
    tput setaf
    #远程执行命令
    rsync -lr $filename `whoami`@s$i:$fullpath
    #判断命令是否执行成功
    if [ $? ==  ];then
        echo "命令执行成功"
    fi
done
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ xrsync.sh /soft/flume/conf/yinzhengjie_avroagent.conf
=========== s102 %file ===========
命令执行成功
=========== s103 %file ===========
命令执行成功
=========== s104 %file ===========
命令执行成功
=========== s105 %file ===========
命令执行成功
[yinzhengjie@s101 ~]$ 

[yinzhengjie@s101 ~]$ xrsync.sh /soft/flume/conf/yinzhengjie_avroagent.conf

　　d>.创建sink源（server），在服务端启用，不需要分发

[yinzhengjie@s101 ~]$ more /soft/flume/conf/yinzhengjie_avroserver.conf
# Name the components on this agent
a1.sources = r1
a1.sinks = k1
a1.channels = c1

# Describe/configure the source
a1.sources.r1.type = avro
a1.sources.r1.bind = s101
a1.sources.r1.port = 

# 指定类型
a1.sinks.k1.type = hdfs
# 指定路径，不需要单独创构建文件夹
a1.sinks.k1.hdfs.path = /flume/events/%y-%m-%d/%H
# 实例化文件的前缀
a1.sinks.k1.hdfs.filePrefix = events-
# 滚动间隔，0为不滚动
a1.sinks.k1.hdfs.rollInterval =
# 滚动大小
a1.sinks.k1.hdfs.rollSize =
# 时间相关的配置，必须指定时间戳
a1.sinks.k1.hdfs.useLocalTimeStamp = true
# 指定数据类型
a1.sinks.k1.hdfs.fileType = DataStream

# Use a channel which buffers events in memory
a1.channels.c1.type = memory
a1.channels.c1.capacity =
a1.channels.c1.transactionCapacity = 

# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1
[yinzhengjie@s101 ~]$ 

[yinzhengjie@s101 ~]$ more /soft/flume/conf/yinzhengjie_avroserver.conf

　　e>.启动服务端

[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_avroserver.conf -n a1
Warning: No configuration directory set! Use --conf <dir> to override.
Warning: JAVA_HOME is not set!
Info: Including Hadoop libraries found via (/soft/hadoop/bin/hadoop) for HDFS access
Info: Including HBASE libraries found via (/soft/hbase/bin/hbase) for HBASE access
Info: Including Hive libraries found via () for Hive access
+ exec /soft/jdk/bin/java -Xmx20m -cp '/soft/flume/lib/*:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*:/contrib/capacity-scheduler/*.jar:/soft/hbase/bin/../conf:/soft/jdk//lib/tools.jar:/soft/hbase/bin/..:/soft/hbase/bin/../lib/activation-1.1.jar:/soft/hbase/bin/../lib/aopalliance-1.0.jar:/soft/hbase/bin/../lib/apacheds-i18n-2.0.0-M15.jar:/soft/hbase/bin/../lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hbase/bin/../lib/api-asn1-api-1.0.0-M20.jar:/soft/hbase/bin/../lib/api-util-1.0.0-M20.jar:/soft/hbase/bin/../lib/asm-3.1.jar:/soft/hbase/bin/../lib/avro-1.7.4.jar:/soft/hbase/bin/../lib/commons-beanutils-1.7.0.jar:/soft/hbase/bin/../lib/commons-beanutils-core-1.8.0.jar:/soft/hbase/bin/../lib/commons-cli-1.2.jar:/soft/hbase/bin/../lib/commons-codec-1.9.jar:/soft/hbase/bin/../lib/commons-collections-3.2.2.jar:/soft/hbase/bin/../lib/commons-compress-1.4.1.jar:/soft/hbase/bin/../lib/commons-configuration-1.6.jar:/soft/hbase/bin/../lib/commons-daemon-1.0.13.jar:/soft/hbase/bin/../lib/commons-digester-1.8.jar:/soft/hbase/bin/../lib/commons-el-1.0.jar:/soft/hbase/bin/../lib/commons-httpclient-3.1.jar:/soft/hbase/bin/../lib/commons-io-2.4.jar:/soft/hbase/bin/../lib/commons-lang-2.6.jar:/soft/hbase/bin/../lib/commons-logging-1.2.jar:/soft/hbase/bin/../lib/commons-math-2.2.jar:/soft/hbase/bin/../lib/commons-math3-3.1.1.jar:/soft/hbase/bin/../lib/commons-net-3.1.jar:/soft/hbase/bin/../lib/disruptor-3.3.0.jar:/soft/hbase/bin/../lib/findbugs-annotations-1.3.9-1.jar:/soft/hbase/bin/../lib/guava-12.0.1.jar:/soft/hbase/bin/../lib/guice-3.0.jar:/soft/hbase/bin/../lib/guice-servlet-3.0.jar:/soft/hbase/bin/../lib/hadoop-annotations-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-auth-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-hdfs-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-app-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-core-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-jobclient-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-shuffle-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-api-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-server-common-2.5.1.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-client-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-examples-1.2.6.jar:/soft/hbase/bin/../lib/hbase-external-blockcache-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop2-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-prefix-tree-1.2.6.jar:/soft/hbase/bin/../lib/hbase-procedure-1.2.6.jar:/soft/hbase/bin/../lib/hbase-protocol-1.2.6.jar:/soft/hbase/bin/../lib/hbase-resource-bundle-1.2.6.jar:/soft/hbase/bin/../lib/hbase-rest-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-shell-1.2.6.jar:/soft/hbase/bin/../lib/hbase-thrift-1.2.6.jar:/soft/hbase/bin/../lib/htrace-core-3.1.0-incubating.jar:/soft/hbase/bin/../lib/httpclient-4.2.5.jar:/soft/hbase/bin/../lib/httpcore-4.4.1.jar:/soft/hbase/bin/../lib/jackson-core-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-jaxrs-1.9.13.jar:/soft/hbase/bin/../lib/jackson-mapper-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-xc-1.9.13.jar:/soft/hbase/bin/../lib/jamon-runtime-2.4.1.jar:/soft/hbase/bin/../lib/jasper-compiler-5.5.23.jar:/soft/hbase/bin/../lib/jasper-runtime-5.5.23.jar:/soft/hbase/bin/../lib/javax.inject-1.jar:/soft/hbase/bin/../lib/java-xmlbuilder-0.4.jar:/soft/hbase/bin/../lib/jaxb-api-2.2.2.jar:/soft/hbase/bin/../lib/jaxb-impl-2.2.3-1.jar:/soft/hbase/bin/../lib/jcodings-1.0.8.jar:/soft/hbase/bin/../lib/jersey-client-1.9.jar:/soft/hbase/bin/../lib/jersey-core-1.9.jar:/soft/hbase/bin/../lib/jersey-guice-1.9.jar:/soft/hbase/bin/../lib/jersey-json-1.9.jar:/soft/hbase/bin/../lib/jersey-server-1.9.jar:/soft/hbase/bin/../lib/jets3t-0.9.0.jar:/soft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*::/soft/hive/lib/*:/contrib/capacity-scheduler/*.jar:/conf:/lib/*' -Djava.library.path=:/soft/hadoop-2.7./lib/native:/soft/hadoop-2.7./lib/native org.apache.flume.node.Application -f /soft/flume/conf/yinzhengjie_avroserver.conf -n a1
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-flume-1.8.-bin/lib/slf4j-log4j12-1.6..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
// :: INFO node.PollingPropertiesFileConfigurationProvider: Configuration provider starting
// :: INFO node.PollingPropertiesFileConfigurationProvider: Reloading configuration file:/soft/flume/conf/yinzhengjie_avroserver.conf
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Post-validation flume configuration contains configuration for agents: [a1]
// :: INFO node.AbstractConfigurationProvider: Creating channels
// :: INFO channel.DefaultChannelFactory: Creating instance of channel c1 type memory
// :: INFO node.AbstractConfigurationProvider: Created channel c1
// :: INFO source.DefaultSourceFactory: Creating instance of source r1, type avro
// :: INFO sink.DefaultSinkFactory: Creating instance of sink: k1, type: hdfs
// :: INFO node.AbstractConfigurationProvider: Channel c1 connected to [r1, k1]
// :: INFO node.Application: Starting new configuration:{ sourceRunners:{r1=EventDrivenSourceRunner: { source:Avro source r1: { bindAddress: s101, port:  } }} sinkRunners:{k1=SinkRunner: { policy:org.apache.flume.sink.DefaultSinkProcessor@6d223b41 counterGroup:{ name:null counters:{} } }} channels:{c1=org.apache.flume.channel.MemoryChannel{name: c1}} }
// :: INFO node.Application: Starting Channel c1
// :: INFO node.Application: Waiting for channel: c1 to start. Sleeping for  ms
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: CHANNEL, name: c1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: CHANNEL, name: c1 started
// :: INFO node.Application: Starting Sink k1
// :: INFO node.Application: Starting Source r1
// :: INFO source.AvroSource: Starting Avro source r1: { bindAddress: s101, port:  }...
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SINK, name: k1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SINK, name: k1 started
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SOURCE, name: r1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SOURCE, name: r1 started
// :: INFO source.AvroSource: Avro source r1 started.

[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_avroserver.conf -n a1

　　f>.启动客户端

[yinzhengjie@s102 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1
Warning: No configuration directory set! Use --conf <dir> to override.
Warning: JAVA_HOME is not set!
Info: Including Hadoop libraries found via (/soft/hadoop/bin/hadoop) for HDFS access
Info: Including HBASE libraries found via (/soft/hbase/bin/hbase) for HBASE access
Info: Including Hive libraries found via () for Hive access
+ exec /soft/jdk/bin/java -Xmx20m -cp '/soft/flume/lib/*:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*:/contrib/capacity-scheduler/*.jar:/soft/hbase/bin/../conf:/soft/jdk//lib/tools.jar:/soft/hbase/bin/..:/soft/hbase/bin/../lib/activation-1.1.jar:/soft/hbase/bin/../lib/aopalliance-1.0.jar:/soft/hbase/bin/../lib/apacheds-i18n-2.0.0-M15.jar:/soft/hbase/bin/../lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hbase/bin/../lib/api-asn1-api-1.0.0-M20.jar:/soft/hbase/bin/../lib/api-util-1.0.0-M20.jar:/soft/hbase/bin/../lib/asm-3.1.jar:/soft/hbase/bin/../lib/avro-1.7.4.jar:/soft/hbase/bin/../lib/commons-beanutils-1.7.0.jar:/soft/hbase/bin/../lib/commons-beanutils-core-1.8.0.jar:/soft/hbase/bin/../lib/commons-cli-1.2.jar:/soft/hbase/bin/../lib/commons-codec-1.9.jar:/soft/hbase/bin/../lib/commons-collections-3.2.2.jar:/soft/hbase/bin/../lib/commons-compress-1.4.1.jar:/soft/hbase/bin/../lib/commons-configuration-1.6.jar:/soft/hbase/bin/../lib/commons-daemon-1.0.13.jar:/soft/hbase/bin/../lib/commons-digester-1.8.jar:/soft/hbase/bin/../lib/commons-el-1.0.jar:/soft/hbase/bin/../lib/commons-httpclient-3.1.jar:/soft/hbase/bin/../lib/commons-io-2.4.jar:/soft/hbase/bin/../lib/commons-lang-2.6.jar:/soft/hbase/bin/../lib/commons-logging-1.2.jar:/soft/hbase/bin/../lib/commons-math-2.2.jar:/soft/hbase/bin/../lib/commons-math3-3.1.1.jar:/soft/hbase/bin/../lib/commons-net-3.1.jar:/soft/hbase/bin/../lib/disruptor-3.3.0.jar:/soft/hbase/bin/../lib/findbugs-annotations-1.3.9-1.jar:/soft/hbase/bin/../lib/guava-12.0.1.jar:/soft/hbase/bin/../lib/guice-3.0.jar:/soft/hbase/bin/../lib/guice-servlet-3.0.jar:/soft/hbase/bin/../lib/hadoop-annotations-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-auth-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-hdfs-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-app-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-core-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-jobclient-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-shuffle-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-api-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-server-common-2.5.1.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-client-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-examples-1.2.6.jar:/soft/hbase/bin/../lib/hbase-external-blockcache-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop2-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-prefix-tree-1.2.6.jar:/soft/hbase/bin/../lib/hbase-procedure-1.2.6.jar:/soft/hbase/bin/../lib/hbase-protocol-1.2.6.jar:/soft/hbase/bin/../lib/hbase-resource-bundle-1.2.6.jar:/soft/hbase/bin/../lib/hbase-rest-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-shell-1.2.6.jar:/soft/hbase/bin/../lib/hbase-thrift-1.2.6.jar:/soft/hbase/bin/../lib/htrace-core-3.1.0-incubating.jar:/soft/hbase/bin/../lib/httpclient-4.2.5.jar:/soft/hbase/bin/../lib/httpcore-4.4.1.jar:/soft/hbase/bin/../lib/jackson-core-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-jaxrs-1.9.13.jar:/soft/hbase/bin/../lib/jackson-mapper-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-xc-1.9.13.jar:/soft/hbase/bin/../lib/jamon-runtime-2.4.1.jar:/soft/hbase/bin/../lib/jasper-compiler-5.5.23.jar:/soft/hbase/bin/../lib/jasper-runtime-5.5.23.jar:/soft/hbase/bin/../lib/javax.inject-1.jar:/soft/hbase/bin/../lib/java-xmlbuilder-0.4.jar:/soft/hbase/bin/../lib/jaxb-api-2.2.2.jar:/soft/hbase/bin/../lib/jaxb-impl-2.2.3-1.jar:/soft/hbase/bin/../lib/jcodings-1.0.8.jar:/soft/hbase/bin/../lib/jersey-client-1.9.jar:/soft/hbase/bin/../lib/jersey-core-1.9.jar:/soft/hbase/bin/../lib/jersey-guice-1.9.jar:/soft/hbase/bin/../lib/jersey-json-1.9.jar:/soft/hbase/bin/../lib/jersey-server-1.9.jar:/soft/hbase/bin/../lib/jets3t-0.9.0.jar:/soft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*::/soft/hive/lib/*:/contrib/capacity-scheduler/*.jar:/conf:/lib/*' -Djava.library.path=:/soft/hadoop-2.7./lib/native:/soft/hadoop-2.7./lib/native org.apache.flume.node.Application -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-flume-1.8.-bin/lib/slf4j-log4j12-1.6..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
// :: INFO node.PollingPropertiesFileConfigurationProvider: Configuration provider starting
// :: INFO node.PollingPropertiesFileConfigurationProvider: Reloading configuration file:/soft/flume/conf/yinzhengjie_avroagent.conf
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Post-validation flume configuration contains configuration for agents: [a1]
// :: INFO node.AbstractConfigurationProvider: Creating channels
// :: INFO channel.DefaultChannelFactory: Creating instance of channel c1 type memory
// :: INFO node.AbstractConfigurationProvider: Created channel c1
// :: INFO source.DefaultSourceFactory: Creating instance of source r1, type TAILDIR
// :: INFO sink.DefaultSinkFactory: Creating instance of sink: k1, type: avro
// :: INFO sink.AbstractRpcSink: Connection reset is set to . Will not reset connection to next hop
// :: INFO node.AbstractConfigurationProvider: Channel c1 connected to [r1, k1]
// :: INFO node.Application: Starting new configuration:{ sourceRunners:{r1=PollableSourceRunner: { source:Taildir source: { positionFile: /home/yinzhengjie/.flume/taildir_position.json, skipToEnd: false, byteOffsetHeader: false, idleTimeout: , writePosInterval:  } counterGroup:{ name:null counters:{} } }} sinkRunners:{k1=SinkRunner: { policy:org.apache.flume.sink.DefaultSinkProcessor@33d9f47c counterGroup:{ name:null counters:{} } }} channels:{c1=org.apache.flume.channel.MemoryChannel{name: c1}} }
// :: INFO node.Application: Starting Channel c1
// :: INFO node.Application: Waiting for channel: c1 to start. Sleeping for  ms
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: CHANNEL, name: c1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: CHANNEL, name: c1 started
// :: INFO node.Application: Starting Sink k1
// :: INFO sink.AbstractRpcSink: Starting RpcSink k1 { host: s101, port:  }...
// :: INFO node.Application: Starting Source r1
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SINK, name: k1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SINK, name: k1 started
// :: INFO sink.AbstractRpcSink: Rpc sink k1: Building RpcClient with hostname: s101, port:
// :: INFO sink.AvroSink: Attempting to create Avro Rpc client.
// :: INFO taildir.TaildirSource: r1 TaildirSource source starting with directory: {g1=/home/yinzhengjie/log/.*log}
// :: INFO taildir.ReliableTaildirEventReader: taildirCache: [{filegroup='g1', filePattern='/home/yinzhengjie/log/.*log', cached=true}]
// :: INFO taildir.ReliableTaildirEventReader: headerTable: {}
// :: INFO taildir.ReliableTaildirEventReader: Updating position from position file: /home/yinzhengjie/.flume/taildir_position.json
// :: ERROR taildir.ReliableTaildirEventReader: Failed loading positionFile: /home/yinzhengjie/.flume/taildir_position.json
java.io.EOFException: End of input at line  column
    at com.google.gson.stream.JsonReader.nextNonWhitespace(JsonReader.java:)
    at com.google.gson.stream.JsonReader.nextValue(JsonReader.java:)
    at com.google.gson.stream.JsonReader.peek(JsonReader.java:)
    at com.google.gson.stream.JsonReader.expect(JsonReader.java:)
    at com.google.gson.stream.JsonReader.beginArray(JsonReader.java:)
    at org.apache.flume.source.taildir.ReliableTaildirEventReader.loadPositionFile(ReliableTaildirEventReader.java:)
    at org.apache.flume.source.taildir.ReliableTaildirEventReader.<init>(ReliableTaildirEventReader.java:)
    at org.apache.flume.source.taildir.ReliableTaildirEventReader.<init>(ReliableTaildirEventReader.java:)
    at org.apache.flume.source.taildir.ReliableTaildirEventReader$Builder.build(ReliableTaildirEventReader.java:)
    at org.apache.flume.source.taildir.TaildirSource.start(TaildirSource.java:)
    at org.apache.flume.source.PollableSourceRunner.start(PollableSourceRunner.java:)
    at org.apache.flume.lifecycle.LifecycleSupervisor$MonitorRunnable.run(LifecycleSupervisor.java:)
    at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:)
    at java.util.concurrent.FutureTask.runAndReset(FutureTask.java:)
    at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.access$(ScheduledThreadPoolExecutor.java:)
    at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.run(ScheduledThreadPoolExecutor.java:)
    at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:)
    at java.lang.Thread.run(Thread.java:)
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SOURCE, name: r1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SOURCE, name: r1 started
// :: WARN api.NettyAvroRpcClient: Using default maxIOWorkers
// :: INFO sink.AbstractRpcSink: Rpc sink k1 started.

[yinzhengjie@s102 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1

[yinzhengjie@s103 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1
Warning: No configuration directory set! Use --conf <dir> to override.
Warning: JAVA_HOME is not set!
Info: Including Hadoop libraries found via (/soft/hadoop/bin/hadoop) for HDFS access
Info: Including HBASE libraries found via (/soft/hbase/bin/hbase) for HBASE access
Info: Including Hive libraries found via () for Hive access
+ exec /soft/jdk/bin/java -Xmx20m -cp '/soft/flume/lib/*:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*:/contrib/capacity-scheduler/*.jar:/soft/hbase/bin/../conf:/soft/jdk//lib/tools.jar:/soft/hbase/bin/..:/soft/hbase/bin/../lib/activation-1.1.jar:/soft/hbase/bin/../lib/aopalliance-1.0.jar:/soft/hbase/bin/../lib/apacheds-i18n-2.0.0-M15.jar:/soft/hbase/bin/../lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hbase/bin/../lib/api-asn1-api-1.0.0-M20.jar:/soft/hbase/bin/../lib/api-util-1.0.0-M20.jar:/soft/hbase/bin/../lib/asm-3.1.jar:/soft/hbase/bin/../lib/avro-1.7.4.jar:/soft/hbase/bin/../lib/commons-beanutils-1.7.0.jar:/soft/hbase/bin/../lib/commons-beanutils-core-1.8.0.jar:/soft/hbase/bin/../lib/commons-cli-1.2.jar:/soft/hbase/bin/../lib/commons-codec-1.9.jar:/soft/hbase/bin/../lib/commons-collections-3.2.2.jar:/soft/hbase/bin/../lib/commons-compress-1.4.1.jar:/soft/hbase/bin/../lib/commons-configuration-1.6.jar:/soft/hbase/bin/../lib/commons-daemon-1.0.13.jar:/soft/hbase/bin/../lib/commons-digester-1.8.jar:/soft/hbase/bin/../lib/commons-el-1.0.jar:/soft/hbase/bin/../lib/commons-httpclient-3.1.jar:/soft/hbase/bin/../lib/commons-io-2.4.jar:/soft/hbase/bin/../lib/commons-lang-2.6.jar:/soft/hbase/bin/../lib/commons-logging-1.2.jar:/soft/hbase/bin/../lib/commons-math-2.2.jar:/soft/hbase/bin/../lib/commons-math3-3.1.1.jar:/soft/hbase/bin/../lib/commons-net-3.1.jar:/soft/hbase/bin/../lib/disruptor-3.3.0.jar:/soft/hbase/bin/../lib/findbugs-annotations-1.3.9-1.jar:/soft/hbase/bin/../lib/guava-12.0.1.jar:/soft/hbase/bin/../lib/guice-3.0.jar:/soft/hbase/bin/../lib/guice-servlet-3.0.jar:/soft/hbase/bin/../lib/hadoop-annotations-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-auth-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-hdfs-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-app-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-core-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-jobclient-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-shuffle-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-api-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-server-common-2.5.1.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-client-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-examples-1.2.6.jar:/soft/hbase/bin/../lib/hbase-external-blockcache-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop2-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-prefix-tree-1.2.6.jar:/soft/hbase/bin/../lib/hbase-procedure-1.2.6.jar:/soft/hbase/bin/../lib/hbase-protocol-1.2.6.jar:/soft/hbase/bin/../lib/hbase-resource-bundle-1.2.6.jar:/soft/hbase/bin/../lib/hbase-rest-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-shell-1.2.6.jar:/soft/hbase/bin/../lib/hbase-thrift-1.2.6.jar:/soft/hbase/bin/../lib/htrace-core-3.1.0-incubating.jar:/soft/hbase/bin/../lib/httpclient-4.2.5.jar:/soft/hbase/bin/../lib/httpcore-4.4.1.jar:/soft/hbase/bin/../lib/jackson-core-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-jaxrs-1.9.13.jar:/soft/hbase/bin/../lib/jackson-mapper-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-xc-1.9.13.jar:/soft/hbase/bin/../lib/jamon-runtime-2.4.1.jar:/soft/hbase/bin/../lib/jasper-compiler-5.5.23.jar:/soft/hbase/bin/../lib/jasper-runtime-5.5.23.jar:/soft/hbase/bin/../lib/javax.inject-1.jar:/soft/hbase/bin/../lib/java-xmlbuilder-0.4.jar:/soft/hbase/bin/../lib/jaxb-api-2.2.2.jar:/soft/hbase/bin/../lib/jaxb-impl-2.2.3-1.jar:/soft/hbase/bin/../lib/jcodings-1.0.8.jar:/soft/hbase/bin/../lib/jersey-client-1.9.jar:/soft/hbase/bin/../lib/jersey-core-1.9.jar:/soft/hbase/bin/../lib/jersey-guice-1.9.jar:/soft/hbase/bin/../lib/jersey-json-1.9.jar:/soft/hbase/bin/../lib/jersey-server-1.9.jar:/soft/hbase/bin/../lib/jets3t-0.9.0.jar:/soft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*::/soft/hive/lib/*:/contrib/capacity-scheduler/*.jar:/conf:/lib/*' -Djava.library.path=:/soft/hadoop-2.7./lib/native:/soft/hadoop-2.7./lib/native org.apache.flume.node.Application -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-flume-1.8.-bin/lib/slf4j-log4j12-1.6..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
// :: INFO node.PollingPropertiesFileConfigurationProvider: Configuration provider starting
// :: INFO node.PollingPropertiesFileConfigurationProvider: Reloading configuration file:/soft/flume/conf/yinzhengjie_avroagent.conf
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Post-validation flume configuration contains configuration for agents: [a1]
// :: INFO node.AbstractConfigurationProvider: Creating channels
// :: INFO channel.DefaultChannelFactory: Creating instance of channel c1 type memory
// :: INFO node.AbstractConfigurationProvider: Created channel c1
// :: INFO source.DefaultSourceFactory: Creating instance of source r1, type TAILDIR
// :: INFO sink.DefaultSinkFactory: Creating instance of sink: k1, type: avro
// :: INFO sink.AbstractRpcSink: Connection reset is set to . Will not reset connection to next hop
// :: INFO node.AbstractConfigurationProvider: Channel c1 connected to [r1, k1]
// :: INFO node.Application: Starting new configuration:{ sourceRunners:{r1=PollableSourceRunner: { source:Taildir source: { positionFile: /home/yinzhengjie/.flume/taildir_position.json, skipToEnd: false, byteOffsetHeader: false, idleTimeout: , writePosInterval:  } counterGroup:{ name:null counters:{} } }} sinkRunners:{k1=SinkRunner: { policy:org.apache.flume.sink.DefaultSinkProcessor@33d9f47c counterGroup:{ name:null counters:{} } }} channels:{c1=org.apache.flume.channel.MemoryChannel{name: c1}} }
// :: INFO node.Application: Starting Channel c1
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: CHANNEL, name: c1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: CHANNEL, name: c1 started
// :: INFO node.Application: Starting Sink k1
// :: INFO sink.AbstractRpcSink: Starting RpcSink k1 { host: s101, port:  }...
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SINK, name: k1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SINK, name: k1 started
// :: INFO sink.AbstractRpcSink: Rpc sink k1: Building RpcClient with hostname: s101, port:
// :: INFO sink.AvroSink: Attempting to create Avro Rpc client.
// :: INFO node.Application: Starting Source r1
// :: INFO taildir.TaildirSource: r1 TaildirSource source starting with directory: {g1=/home/yinzhengjie/log/.*log}
// :: INFO taildir.ReliableTaildirEventReader: taildirCache: [{filegroup='g1', filePattern='/home/yinzhengjie/log/.*log', cached=true}]
// :: INFO taildir.ReliableTaildirEventReader: headerTable: {}
// :: INFO taildir.ReliableTaildirEventReader: Updating position from position file: /home/yinzhengjie/.flume/taildir_position.json
// :: INFO taildir.ReliableTaildirEventReader: File not found: /home/yinzhengjie/.flume/taildir_position.json, not updating position
// :: WARN api.NettyAvroRpcClient: Using default maxIOWorkers
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SOURCE, name: r1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SOURCE, name: r1 started
// :: INFO sink.AbstractRpcSink: Rpc sink k1 started.

[yinzhengjie@s103 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1

[yinzhengjie@s104 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1
Warning: No configuration directory set! Use --conf <dir> to override.
Warning: JAVA_HOME is not set!
Info: Including Hadoop libraries found via (/soft/hadoop/bin/hadoop) for HDFS access
Info: Including HBASE libraries found via (/soft/hbase/bin/hbase) for HBASE access
Info: Including Hive libraries found via () for Hive access
+ exec /soft/jdk/bin/java -Xmx20m -cp '/soft/flume/lib/*:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*:/contrib/capacity-scheduler/*.jar:/soft/hbase/bin/../conf:/soft/jdk//lib/tools.jar:/soft/hbase/bin/..:/soft/hbase/bin/../lib/activation-1.1.jar:/soft/hbase/bin/../lib/aopalliance-1.0.jar:/soft/hbase/bin/../lib/apacheds-i18n-2.0.0-M15.jar:/soft/hbase/bin/../lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hbase/bin/../lib/api-asn1-api-1.0.0-M20.jar:/soft/hbase/bin/../lib/api-util-1.0.0-M20.jar:/soft/hbase/bin/../lib/asm-3.1.jar:/soft/hbase/bin/../lib/avro-1.7.4.jar:/soft/hbase/bin/../lib/commons-beanutils-1.7.0.jar:/soft/hbase/bin/../lib/commons-beanutils-core-1.8.0.jar:/soft/hbase/bin/../lib/commons-cli-1.2.jar:/soft/hbase/bin/../lib/commons-codec-1.9.jar:/soft/hbase/bin/../lib/commons-collections-3.2.2.jar:/soft/hbase/bin/../lib/commons-compress-1.4.1.jar:/soft/hbase/bin/../lib/commons-configuration-1.6.jar:/soft/hbase/bin/../lib/commons-daemon-1.0.13.jar:/soft/hbase/bin/../lib/commons-digester-1.8.jar:/soft/hbase/bin/../lib/commons-el-1.0.jar:/soft/hbase/bin/../lib/commons-httpclient-3.1.jar:/soft/hbase/bin/../lib/commons-io-2.4.jar:/soft/hbase/bin/../lib/commons-lang-2.6.jar:/soft/hbase/bin/../lib/commons-logging-1.2.jar:/soft/hbase/bin/../lib/commons-math-2.2.jar:/soft/hbase/bin/../lib/commons-math3-3.1.1.jar:/soft/hbase/bin/../lib/commons-net-3.1.jar:/soft/hbase/bin/../lib/disruptor-3.3.0.jar:/soft/hbase/bin/../lib/findbugs-annotations-1.3.9-1.jar:/soft/hbase/bin/../lib/guava-12.0.1.jar:/soft/hbase/bin/../lib/guice-3.0.jar:/soft/hbase/bin/../lib/guice-servlet-3.0.jar:/soft/hbase/bin/../lib/hadoop-annotations-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-auth-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-hdfs-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-app-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-core-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-jobclient-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-shuffle-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-api-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-server-common-2.5.1.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-client-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-examples-1.2.6.jar:/soft/hbase/bin/../lib/hbase-external-blockcache-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop2-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-prefix-tree-1.2.6.jar:/soft/hbase/bin/../lib/hbase-procedure-1.2.6.jar:/soft/hbase/bin/../lib/hbase-protocol-1.2.6.jar:/soft/hbase/bin/../lib/hbase-resource-bundle-1.2.6.jar:/soft/hbase/bin/../lib/hbase-rest-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-shell-1.2.6.jar:/soft/hbase/bin/../lib/hbase-thrift-1.2.6.jar:/soft/hbase/bin/../lib/htrace-core-3.1.0-incubating.jar:/soft/hbase/bin/../lib/httpclient-4.2.5.jar:/soft/hbase/bin/../lib/httpcore-4.4.1.jar:/soft/hbase/bin/../lib/jackson-core-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-jaxrs-1.9.13.jar:/soft/hbase/bin/../lib/jackson-mapper-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-xc-1.9.13.jar:/soft/hbase/bin/../lib/jamon-runtime-2.4.1.jar:/soft/hbase/bin/../lib/jasper-compiler-5.5.23.jar:/soft/hbase/bin/../lib/jasper-runtime-5.5.23.jar:/soft/hbase/bin/../lib/javax.inject-1.jar:/soft/hbase/bin/../lib/java-xmlbuilder-0.4.jar:/soft/hbase/bin/../lib/jaxb-api-2.2.2.jar:/soft/hbase/bin/../lib/jaxb-impl-2.2.3-1.jar:/soft/hbase/bin/../lib/jcodings-1.0.8.jar:/soft/hbase/bin/../lib/jersey-client-1.9.jar:/soft/hbase/bin/../lib/jersey-core-1.9.jar:/soft/hbase/bin/../lib/jersey-guice-1.9.jar:/soft/hbase/bin/../lib/jersey-json-1.9.jar:/soft/hbase/bin/../lib/jersey-server-1.9.jar:/soft/hbase/bin/../lib/jets3t-0.9.0.jar:/soft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*::/soft/hive/lib/*:/contrib/capacity-scheduler/*.jar:/conf:/lib/*' -Djava.library.path=:/soft/hadoop-2.7./lib/native:/soft/hadoop-2.7./lib/native org.apache.flume.node.Application -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-flume-1.8.-bin/lib/slf4j-log4j12-1.6..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
// :: INFO node.PollingPropertiesFileConfigurationProvider: Configuration provider starting
// :: INFO node.PollingPropertiesFileConfigurationProvider: Reloading configuration file:/soft/flume/conf/yinzhengjie_avroagent.conf
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Post-validation flume configuration contains configuration for agents: [a1]
// :: INFO node.AbstractConfigurationProvider: Creating channels
// :: INFO channel.DefaultChannelFactory: Creating instance of channel c1 type memory
// :: INFO node.AbstractConfigurationProvider: Created channel c1
// :: INFO source.DefaultSourceFactory: Creating instance of source r1, type TAILDIR
// :: INFO sink.DefaultSinkFactory: Creating instance of sink: k1, type: avro
// :: INFO sink.AbstractRpcSink: Connection reset is set to . Will not reset connection to next hop
// :: INFO node.AbstractConfigurationProvider: Channel c1 connected to [r1, k1]
// :: INFO node.Application: Starting new configuration:{ sourceRunners:{r1=PollableSourceRunner: { source:Taildir source: { positionFile: /home/yinzhengjie/.flume/taildir_position.json, skipToEnd: false, byteOffsetHeader: false, idleTimeout: , writePosInterval:  } counterGroup:{ name:null counters:{} } }} sinkRunners:{k1=SinkRunner: { policy:org.apache.flume.sink.DefaultSinkProcessor@3f5b1ba counterGroup:{ name:null counters:{} } }} channels:{c1=org.apache.flume.channel.MemoryChannel{name: c1}} }
// :: INFO node.Application: Starting Channel c1
// :: INFO node.Application: Waiting for channel: c1 to start. Sleeping for  ms
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: CHANNEL, name: c1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: CHANNEL, name: c1 started
// :: INFO node.Application: Starting Sink k1
// :: INFO node.Application: Starting Source r1
// :: INFO sink.AbstractRpcSink: Starting RpcSink k1 { host: s101, port:  }...
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SINK, name: k1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SINK, name: k1 started
// :: INFO sink.AbstractRpcSink: Rpc sink k1: Building RpcClient with hostname: s101, port:
// :: INFO sink.AvroSink: Attempting to create Avro Rpc client.
// :: INFO taildir.TaildirSource: r1 TaildirSource source starting with directory: {g1=/home/yinzhengjie/log/.*log}
// :: INFO taildir.ReliableTaildirEventReader: taildirCache: [{filegroup='g1', filePattern='/home/yinzhengjie/log/.*log', cached=true}]
// :: INFO taildir.ReliableTaildirEventReader: headerTable: {}
// :: INFO taildir.ReliableTaildirEventReader: Updating position from position file: /home/yinzhengjie/.flume/taildir_position.json
// :: INFO taildir.ReliableTaildirEventReader: File not found: /home/yinzhengjie/.flume/taildir_position.json, not updating position
// :: WARN api.NettyAvroRpcClient: Using default maxIOWorkers
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SOURCE, name: r1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SOURCE, name: r1 started
// :: INFO sink.AbstractRpcSink: Rpc sink k1 started.

[yinzhengjie@s104 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1

[yinzhengjie@s105 ~]$  flume-ng agent -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1
Warning: No configuration directory set! Use --conf <dir> to override.
Warning: JAVA_HOME is not set!
Info: Including Hadoop libraries found via (/soft/hadoop/bin/hadoop) for HDFS access
Info: Including HBASE libraries found via (/soft/hbase/bin/hbase) for HBASE access
Info: Including Hive libraries found via () for Hive access
+ exec /soft/jdk/bin/java -Xmx20m -cp '/soft/flume/lib/*:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*:/contrib/capacity-scheduler/*.jar:/soft/hbase/bin/../conf:/soft/jdk//lib/tools.jar:/soft/hbase/bin/..:/soft/hbase/bin/../lib/activation-1.1.jar:/soft/hbase/bin/../lib/aopalliance-1.0.jar:/soft/hbase/bin/../lib/apacheds-i18n-2.0.0-M15.jar:/soft/hbase/bin/../lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hbase/bin/../lib/api-asn1-api-1.0.0-M20.jar:/soft/hbase/bin/../lib/api-util-1.0.0-M20.jar:/soft/hbase/bin/../lib/asm-3.1.jar:/soft/hbase/bin/../lib/avro-1.7.4.jar:/soft/hbase/bin/../lib/commons-beanutils-1.7.0.jar:/soft/hbase/bin/../lib/commons-beanutils-core-1.8.0.jar:/soft/hbase/bin/../lib/commons-cli-1.2.jar:/soft/hbase/bin/../lib/commons-codec-1.9.jar:/soft/hbase/bin/../lib/commons-collections-3.2.2.jar:/soft/hbase/bin/../lib/commons-compress-1.4.1.jar:/soft/hbase/bin/../lib/commons-configuration-1.6.jar:/soft/hbase/bin/../lib/commons-daemon-1.0.13.jar:/soft/hbase/bin/../lib/commons-digester-1.8.jar:/soft/hbase/bin/../lib/commons-el-1.0.jar:/soft/hbase/bin/../lib/commons-httpclient-3.1.jar:/soft/hbase/bin/../lib/commons-io-2.4.jar:/soft/hbase/bin/../lib/commons-lang-2.6.jar:/soft/hbase/bin/../lib/commons-logging-1.2.jar:/soft/hbase/bin/../lib/commons-math-2.2.jar:/soft/hbase/bin/../lib/commons-math3-3.1.1.jar:/soft/hbase/bin/../lib/commons-net-3.1.jar:/soft/hbase/bin/../lib/disruptor-3.3.0.jar:/soft/hbase/bin/../lib/findbugs-annotations-1.3.9-1.jar:/soft/hbase/bin/../lib/guava-12.0.1.jar:/soft/hbase/bin/../lib/guice-3.0.jar:/soft/hbase/bin/../lib/guice-servlet-3.0.jar:/soft/hbase/bin/../lib/hadoop-annotations-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-auth-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-hdfs-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-app-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-core-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-jobclient-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-shuffle-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-api-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-server-common-2.5.1.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-client-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-examples-1.2.6.jar:/soft/hbase/bin/../lib/hbase-external-blockcache-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop2-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-prefix-tree-1.2.6.jar:/soft/hbase/bin/../lib/hbase-procedure-1.2.6.jar:/soft/hbase/bin/../lib/hbase-protocol-1.2.6.jar:/soft/hbase/bin/../lib/hbase-resource-bundle-1.2.6.jar:/soft/hbase/bin/../lib/hbase-rest-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-shell-1.2.6.jar:/soft/hbase/bin/../lib/hbase-thrift-1.2.6.jar:/soft/hbase/bin/../lib/htrace-core-3.1.0-incubating.jar:/soft/hbase/bin/../lib/httpclient-4.2.5.jar:/soft/hbase/bin/../lib/httpcore-4.4.1.jar:/soft/hbase/bin/../lib/jackson-core-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-jaxrs-1.9.13.jar:/soft/hbase/bin/../lib/jackson-mapper-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-xc-1.9.13.jar:/soft/hbase/bin/../lib/jamon-runtime-2.4.1.jar:/soft/hbase/bin/../lib/jasper-compiler-5.5.23.jar:/soft/hbase/bin/../lib/jasper-runtime-5.5.23.jar:/soft/hbase/bin/../lib/javax.inject-1.jar:/soft/hbase/bin/../lib/java-xmlbuilder-0.4.jar:/soft/hbase/bin/../lib/jaxb-api-2.2.2.jar:/soft/hbase/bin/../lib/jaxb-impl-2.2.3-1.jar:/soft/hbase/bin/../lib/jcodings-1.0.8.jar:/soft/hbase/bin/../lib/jersey-client-1.9.jar:/soft/hbase/bin/../lib/jersey-core-1.9.jar:/soft/hbase/bin/../lib/jersey-guice-1.9.jar:/soft/hbase/bin/../lib/jersey-json-1.9.jar:/soft/hbase/bin/../lib/jersey-server-1.9.jar:/soft/hbase/bin/../lib/jets3t-0.9.0.jar:/soft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*::/soft/hive/lib/*:/contrib/capacity-scheduler/*.jar:/conf:/lib/*' -Djava.library.path=:/soft/hadoop-2.7./lib/native:/soft/hadoop-2.7./lib/native org.apache.flume.node.Application -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-flume-1.8.-bin/lib/slf4j-log4j12-1.6..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
// :: INFO node.PollingPropertiesFileConfigurationProvider: Configuration provider starting
// :: INFO node.PollingPropertiesFileConfigurationProvider: Reloading configuration file:/soft/flume/conf/yinzhengjie_avroagent.conf
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Post-validation flume configuration contains configuration for agents: [a1]
// :: INFO node.AbstractConfigurationProvider: Creating channels
// :: INFO channel.DefaultChannelFactory: Creating instance of channel c1 type memory
// :: INFO node.AbstractConfigurationProvider: Created channel c1
// :: INFO source.DefaultSourceFactory: Creating instance of source r1, type TAILDIR
// :: INFO sink.DefaultSinkFactory: Creating instance of sink: k1, type: avro
// :: INFO sink.AbstractRpcSink: Connection reset is set to . Will not reset connection to next hop
// :: INFO node.AbstractConfigurationProvider: Channel c1 connected to [r1, k1]
// :: INFO node.Application: Starting new configuration:{ sourceRunners:{r1=PollableSourceRunner: { source:Taildir source: { positionFile: /home/yinzhengjie/.flume/taildir_position.json, skipToEnd: false, byteOffsetHeader: false, idleTimeout: , writePosInterval:  } counterGroup:{ name:null counters:{} } }} sinkRunners:{k1=SinkRunner: { policy:org.apache.flume.sink.DefaultSinkProcessor@33d9f47c counterGroup:{ name:null counters:{} } }} channels:{c1=org.apache.flume.channel.MemoryChannel{name: c1}} }
// :: INFO node.Application: Starting Channel c1
// :: INFO node.Application: Waiting for channel: c1 to start. Sleeping for  ms
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: CHANNEL, name: c1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: CHANNEL, name: c1 started
// :: INFO node.Application: Starting Sink k1
// :: INFO sink.AbstractRpcSink: Starting RpcSink k1 { host: s101, port:  }...
// :: INFO node.Application: Starting Source r1
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SINK, name: k1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SINK, name: k1 started
// :: INFO sink.AbstractRpcSink: Rpc sink k1: Building RpcClient with hostname: s101, port:
// :: INFO sink.AvroSink: Attempting to create Avro Rpc client.
// :: INFO taildir.TaildirSource: r1 TaildirSource source starting with directory: {g1=/home/yinzhengjie/log/.*log}
// :: INFO taildir.ReliableTaildirEventReader: taildirCache: [{filegroup='g1', filePattern='/home/yinzhengjie/log/.*log', cached=true}]
// :: WARN api.NettyAvroRpcClient: Using default maxIOWorkers
// :: INFO taildir.ReliableTaildirEventReader: headerTable: {}
// :: INFO taildir.ReliableTaildirEventReader: Updating position from position file: /home/yinzhengjie/.flume/taildir_position.json
// :: INFO taildir.ReliableTaildirEventReader: File not found: /home/yinzhengjie/.flume/taildir_position.json, not updating position
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SOURCE, name: r1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SOURCE, name: r1 started
// :: INFO sink.AbstractRpcSink: Rpc sink k1 started.

[yinzhengjie@s105 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_avroagent.conf -n a1

　　g>.检查服务端是否连接成功

　　h>.客户端往监控目录中写入数据

[yinzhengjie@s102 ~]$ echo s102 > /home/yinzhengjie/log/hostname.log
[yinzhengjie@s102 ~]$ 

[yinzhengjie@s102 ~]$ echo s102 > /home/yinzhengjie/log/hostname.log

[yinzhengjie@s103 ~]$ echo s103 > /home/yinzhengjie/log/hostname.log
[yinzhengjie@s103 ~]$ 

[yinzhengjie@s103 ~]$ echo s103 > /home/yinzhengjie/log/hostname.log

[yinzhengjie@s104 ~]$ echo s104 > /home/yinzhengjie/log/hostname.log
[yinzhengjie@s104 ~]$ 

[yinzhengjie@s104 ~]$ echo s104 > /home/yinzhengjie/log/hostname.log

　　i>.检查hdfs端是否有数据

二.将数据信息输出到控制台（logger sink）

1>.logger sink 功能

　　答：将从channel中拿来的数据打印在控制台中，也就是直接输出到屏幕上，不会被保存到任何路径中，也是我们调试过程中最常用的方法。

2>.官方介绍

3>.案例展示

　　此处就不再做展示了，因为上一篇笔记都用的这种logger模式，参考笔记：https://www.cnblogs.com/yinzhengjie/p/9198713.html。

三.将日志信息存储在本地文件中（File Roll Sink）

1>.File Roll Sink 功能

　　答：顾名思义，其目的就是讲从channel中取得的数据输出到文件中。换句话说，就是将日志信息存储在本地文件中。

2>.官网介绍

3>.案例展示（将nc的元数据存储到指定目录中，启动服务之前需要创建好你所指定的目录哟！）

　　　　a>.实际配置参数：

[yinzhengjie@s101 ~]$ more /soft/flume/conf/yinzhengjie_file.conf
# Name the components on this agent
a1.sources = r1
a1.sinks = k1
a1.channels = c1

# Describe/configure the source
a1.sources.r1.type = netcat
a1.sources.r1.bind = localhost
a1.sources.r1.port = 

# 设置滚动文件sink
a1.sinks.k1.type = file_roll
# 指定文件位置
a1.sinks.k1.sink.directory= /home/yinzhengjie/log2
# 设置滚动周期间隔，0即不滚动
a1.sinks.k1.sink.rollInterval = 

# Use a channel which buffers events in memory
a1.channels.c1.type = memory
a1.channels.c1.capacity =
a1.channels.c1.transactionCapacity = 

# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ mkdir /home/yinzhengjie/log2
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ 

　　　　b>启动agent进程：

[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_file.conf -n a1
Warning: No configuration directory set! Use --conf <dir> to override.
Warning: JAVA_HOME is not set!
Info: Including Hadoop libraries found via (/soft/hadoop/bin/hadoop) for HDFS access
Info: Including HBASE libraries found via (/soft/hbase/bin/hbase) for HBASE access
Info: Including Hive libraries found via () for Hive access
+ exec /soft/jdk/bin/java -Xmx20m -cp '/soft/flume/lib/*:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*:/contrib/capacity-scheduler/*.jar:/soft/hbase/bin/../conf:/soft/jdk//lib/tools.jar:/soft/hbase/bin/..:/soft/hbase/bin/../lib/activation-1.1.jar:/soft/hbase/bin/../lib/aopalliance-1.0.jar:/soft/hbase/bin/../lib/apacheds-i18n-2.0.0-M15.jar:/soft/hbase/bin/../lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hbase/bin/../lib/api-asn1-api-1.0.0-M20.jar:/soft/hbase/bin/../lib/api-util-1.0.0-M20.jar:/soft/hbase/bin/../lib/asm-3.1.jar:/soft/hbase/bin/../lib/avro-1.7.4.jar:/soft/hbase/bin/../lib/commons-beanutils-1.7.0.jar:/soft/hbase/bin/../lib/commons-beanutils-core-1.8.0.jar:/soft/hbase/bin/../lib/commons-cli-1.2.jar:/soft/hbase/bin/../lib/commons-codec-1.9.jar:/soft/hbase/bin/../lib/commons-collections-3.2.2.jar:/soft/hbase/bin/../lib/commons-compress-1.4.1.jar:/soft/hbase/bin/../lib/commons-configuration-1.6.jar:/soft/hbase/bin/../lib/commons-daemon-1.0.13.jar:/soft/hbase/bin/../lib/commons-digester-1.8.jar:/soft/hbase/bin/../lib/commons-el-1.0.jar:/soft/hbase/bin/../lib/commons-httpclient-3.1.jar:/soft/hbase/bin/../lib/commons-io-2.4.jar:/soft/hbase/bin/../lib/commons-lang-2.6.jar:/soft/hbase/bin/../lib/commons-logging-1.2.jar:/soft/hbase/bin/../lib/commons-math-2.2.jar:/soft/hbase/bin/../lib/commons-math3-3.1.1.jar:/soft/hbase/bin/../lib/commons-net-3.1.jar:/soft/hbase/bin/../lib/disruptor-3.3.0.jar:/soft/hbase/bin/../lib/findbugs-annotations-1.3.9-1.jar:/soft/hbase/bin/../lib/guava-12.0.1.jar:/soft/hbase/bin/../lib/guice-3.0.jar:/soft/hbase/bin/../lib/guice-servlet-3.0.jar:/soft/hbase/bin/../lib/hadoop-annotations-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-auth-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-hdfs-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-app-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-core-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-jobclient-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-shuffle-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-api-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-server-common-2.5.1.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-client-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-examples-1.2.6.jar:/soft/hbase/bin/../lib/hbase-external-blockcache-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop2-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-prefix-tree-1.2.6.jar:/soft/hbase/bin/../lib/hbase-procedure-1.2.6.jar:/soft/hbase/bin/../lib/hbase-protocol-1.2.6.jar:/soft/hbase/bin/../lib/hbase-resource-bundle-1.2.6.jar:/soft/hbase/bin/../lib/hbase-rest-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-shell-1.2.6.jar:/soft/hbase/bin/../lib/hbase-thrift-1.2.6.jar:/soft/hbase/bin/../lib/htrace-core-3.1.0-incubating.jar:/soft/hbase/bin/../lib/httpclient-4.2.5.jar:/soft/hbase/bin/../lib/httpcore-4.4.1.jar:/soft/hbase/bin/../lib/jackson-core-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-jaxrs-1.9.13.jar:/soft/hbase/bin/../lib/jackson-mapper-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-xc-1.9.13.jar:/soft/hbase/bin/../lib/jamon-runtime-2.4.1.jar:/soft/hbase/bin/../lib/jasper-compiler-5.5.23.jar:/soft/hbase/bin/../lib/jasper-runtime-5.5.23.jar:/soft/hbase/bin/../lib/javax.inject-1.jar:/soft/hbase/bin/../lib/java-xmlbuilder-0.4.jar:/soft/hbase/bin/../lib/jaxb-api-2.2.2.jar:/soft/hbase/bin/../lib/jaxb-impl-2.2.3-1.jar:/soft/hbase/bin/../lib/jcodings-1.0.8.jar:/soft/hbase/bin/../lib/jersey-client-1.9.jar:/soft/hbase/bin/../lib/jersey-core-1.9.jar:/soft/hbase/bin/../lib/jersey-guice-1.9.jar:/soft/hbase/bin/../lib/jersey-json-1.9.jar:/soft/hbase/bin/../lib/jersey-server-1.9.jar:/soft/hbase/bin/../lib/jets3t-0.9.0.jar:/soft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*::/soft/hive/lib/*:/contrib/capacity-scheduler/*.jar:/conf:/lib/*' -Djava.library.path=:/soft/hadoop-2.7./lib/native:/soft/hadoop-2.7./lib/native org.apache.flume.node.Application -f /soft/flume/conf/yinzhengjie_file.conf -n a1
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-flume-1.8.-bin/lib/slf4j-log4j12-1.6..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
// :: INFO node.PollingPropertiesFileConfigurationProvider: Configuration provider starting
// :: INFO node.PollingPropertiesFileConfigurationProvider: Reloading configuration file:/soft/flume/conf/yinzhengjie_file.conf
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Post-validation flume configuration contains configuration for agents: [a1]
// :: INFO node.AbstractConfigurationProvider: Creating channels
// :: INFO channel.DefaultChannelFactory: Creating instance of channel c1 type memory
// :: INFO node.AbstractConfigurationProvider: Created channel c1
// :: INFO source.DefaultSourceFactory: Creating instance of source r1, type netcat
// :: INFO sink.DefaultSinkFactory: Creating instance of sink: k1, type: file_roll
// :: INFO node.AbstractConfigurationProvider: Channel c1 connected to [r1, k1]
// :: INFO node.Application: Starting new configuration:{ sourceRunners:{r1=EventDrivenSourceRunner: { source:org.apache.flume.source.NetcatSource{name:r1,state:IDLE} }} sinkRunners:{k1=SinkRunner: { policy:org.apache.flume.sink.DefaultSinkProcessor@6e9dd85 counterGroup:{ name:null counters:{} } }} channels:{c1=org.apache.flume.channel.MemoryChannel{name: c1}} }
// :: INFO node.Application: Starting Channel c1
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: CHANNEL, name: c1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: CHANNEL, name: c1 started
// :: INFO node.Application: Starting Sink k1
// :: INFO sink.RollingFileSink: Starting org.apache.flume.sink.RollingFileSink{name:k1, channel:c1}...
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SINK, name: k1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SINK, name: k1 started
// :: INFO sink.RollingFileSink: RollInterval is not valid, file rolling will not happen.
// :: INFO sink.RollingFileSink: RollingFileSink k1 started.
// :: INFO node.Application: Starting Source r1
// :: INFO source.NetcatSource: Source starting
// :: INFO source.NetcatSource: Created serverSocket:sun.nio.ch.ServerSocketChannelImpl[/127.0.0.1:]

[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_file.conf -n a1

　　　　c>.source端产生数据（启动nc）：

　　　　d>.检查sink端数据（检查定义好的目录"/home/yinzhengjie/log2"）

 

四.将文件写入到hdfs中（HDFS Sink）

 1>.HDFS Sink 功能

　　答：我们之前将数据写入到本地文件中，当然我们也可以将这个数据存放在HDfS中，存放格式默认是SequenceFile，可以通过hdfs.fileType指定(SequenceFile, DataStream or CompressedStream)。且不需要在hdfs中创建具体的文件夹路径，它会自动创建哟！

2>.官网介绍

3>.案例展示

　　a>.实际配置参数：

[yinzhengjie@s101 ~]$ more /soft/flume/conf/yinzhengjie_hdfs.conf
# Name the components on this agent
a1.sources = r1
a1.sinks = k1
a1.channels = c1

# Describe/configure the source
a1.sources.r1.type = netcat
a1.sources.r1.bind = localhost
a1.sources.r1.port = 

# 指定类型
a1.sinks.k1.type = hdfs
# 指定路径，不需要单独创构建文件夹
a1.sinks.k1.hdfs.path = /flume/events/%y-%m-%d/%H
# 实例化文件的前缀
a1.sinks.k1.hdfs.filePrefix = events-
# 滚动间隔，0为不滚动
a1.sinks.k1.hdfs.rollInterval =
# 滚动大小
a1.sinks.k1.hdfs.rollSize =
# 时间相关的配置，必须指定时间戳
a1.sinks.k1.hdfs.useLocalTimeStamp = true
# 指定数据类型
a1.sinks.k1.hdfs.fileType = CompressedStream
# 指定压缩编解码器
a1.sinks.k1.hdfs.codeC = gzip

# Use a channel which buffers events in memory
a1.channels.c1.type = memory
a1.channels.c1.capacity =
a1.channels.c1.transactionCapacity = 

# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1
[yinzhengjie@s101 ~]$ 

　　b>.启动hdfs集群：

[yinzhengjie@s101 ~]$ more `which xzk.sh`
#!/bin/bash
#@author :yinzhengjie
#blog:http://www.cnblogs.com/yinzhengjie
#EMAIL:y1053419035@qq.com

#判断用户是否传参
if [ $# -ne  ];then
    echo "无效参数，用法为: $0  {start|stop|restart|status}"
    exit
fi

#获取用户输入的命令
cmd=$

#定义函数功能
function zookeeperManger(){
    case $cmd in
    start)
        echo "启动服务"
        remoteExecution start
        ;;
    stop)
        echo "停止服务"
        remoteExecution stop
        ;;
    restart)
        echo "重启服务"
        remoteExecution restart
        ;;
    status)
        echo "查看状态"
        remoteExecution status
        ;;
    *)
        echo "无效参数，用法为: $0  {start|stop|restart|status}"
        ;;
    esac
}

#定义执行的命令
function remoteExecution(){
    for (( i= ; i<= ; i++ )) ; do
            tput setaf
            echo ========== s$i zkServer.sh  $ ================
            tput setaf
            ssh s$i  "source /etc/profile ; zkServer.sh $1"
    done
}

#调用函数
zookeeperManger
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ xzk.sh start
启动服务
========== s102 zkServer.sh start ================
ZooKeeper JMX enabled by default
Using config: /soft/zk/bin/../conf/zoo.cfg
Starting zookeeper ... STARTED
========== s103 zkServer.sh start ================
ZooKeeper JMX enabled by default
Using config: /soft/zk/bin/../conf/zoo.cfg
Starting zookeeper ... STARTED
========== s104 zkServer.sh start ================
ZooKeeper JMX enabled by default
Using config: /soft/zk/bin/../conf/zoo.cfg
Starting zookeeper ... STARTED
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ start-dfs.sh
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..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]
Starting namenodes on [s101 s105]
s101: starting namenode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-namenode-s101.out
s105: starting namenode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-namenode-s105.out
s105: starting datanode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-datanode-s105.out
s104: starting datanode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-datanode-s104.out
s103: starting datanode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-datanode-s103.out
s102: starting datanode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-datanode-s102.out
Starting journal nodes [s102 s103 s104]
s104: starting journalnode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-journalnode-s104.out
s103: starting journalnode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-journalnode-s103.out
s102: starting journalnode, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-journalnode-s102.out
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..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]
Starting ZK Failover Controllers on NN hosts [s101 s105]
s101: starting zkfc, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-zkfc-s101.out
s105: starting zkfc, logging to /soft/hadoop-2.7./logs/hadoop-yinzhengjie-zkfc-s105.out
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ more `which xcall.sh`
#!/bin/bash
#@author :yinzhengjie
#blog:http://www.cnblogs.com/yinzhengjie
#EMAIL:y1053419035@qq.com

#判断用户是否传参
if [ $# -lt  ];then
        echo "请输入参数"
        exit
fi

#获取用户输入的命令
cmd=$@

for (( i=;i<=;i++ ))
do
        #使终端变绿色
        tput setaf
        echo ============= s$i $cmd ============
        #使终端变回原来的颜色，即白灰色
        tput setaf
        #远程执行命令
        ssh s$i $cmd
        #判断命令是否执行成功
        if [ $? ==  ];then
                echo "命令执行成功"
        fi
done
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ xcall.sh jps
============= s101 jps ============
 Jps
 NameNode
 DFSZKFailoverController
命令执行成功
============= s102 jps ============
 Jps
 QuorumPeerMain
 JournalNode
 DataNode
命令执行成功
============= s103 jps ============
 Jps
 JournalNode
 QuorumPeerMain
 DataNode
命令执行成功
============= s104 jps ============
 DataNode
 JournalNode
 QuorumPeerMain
 Jps
命令执行成功
============= s105 jps ============
 NameNode
 DFSZKFailoverController
 DataNode
 Jps
命令执行成功
[yinzhengjie@s101 ~]$ 

[yinzhengjie@s101 ~]$ start-dfs.sh

　　c>.启动agent进程：

[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_hdfs.conf -n a1
Warning: No configuration directory set! Use --conf <dir> to override.
Warning: JAVA_HOME is not set!
Info: Including Hadoop libraries found via (/soft/hadoop/bin/hadoop) for HDFS access
Info: Including HBASE libraries found via (/soft/hbase/bin/hbase) for HBASE access
Info: Including Hive libraries found via () for Hive access
+ exec /soft/jdk/bin/java -Xmx20m -cp '/soft/flume/lib/*:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*:/contrib/capacity-scheduler/*.jar:/soft/hbase/bin/../conf:/soft/jdk//lib/tools.jar:/soft/hbase/bin/..:/soft/hbase/bin/../lib/activation-1.1.jar:/soft/hbase/bin/../lib/aopalliance-1.0.jar:/soft/hbase/bin/../lib/apacheds-i18n-2.0.0-M15.jar:/soft/hbase/bin/../lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hbase/bin/../lib/api-asn1-api-1.0.0-M20.jar:/soft/hbase/bin/../lib/api-util-1.0.0-M20.jar:/soft/hbase/bin/../lib/asm-3.1.jar:/soft/hbase/bin/../lib/avro-1.7.4.jar:/soft/hbase/bin/../lib/commons-beanutils-1.7.0.jar:/soft/hbase/bin/../lib/commons-beanutils-core-1.8.0.jar:/soft/hbase/bin/../lib/commons-cli-1.2.jar:/soft/hbase/bin/../lib/commons-codec-1.9.jar:/soft/hbase/bin/../lib/commons-collections-3.2.2.jar:/soft/hbase/bin/../lib/commons-compress-1.4.1.jar:/soft/hbase/bin/../lib/commons-configuration-1.6.jar:/soft/hbase/bin/../lib/commons-daemon-1.0.13.jar:/soft/hbase/bin/../lib/commons-digester-1.8.jar:/soft/hbase/bin/../lib/commons-el-1.0.jar:/soft/hbase/bin/../lib/commons-httpclient-3.1.jar:/soft/hbase/bin/../lib/commons-io-2.4.jar:/soft/hbase/bin/../lib/commons-lang-2.6.jar:/soft/hbase/bin/../lib/commons-logging-1.2.jar:/soft/hbase/bin/../lib/commons-math-2.2.jar:/soft/hbase/bin/../lib/commons-math3-3.1.1.jar:/soft/hbase/bin/../lib/commons-net-3.1.jar:/soft/hbase/bin/../lib/disruptor-3.3.0.jar:/soft/hbase/bin/../lib/findbugs-annotations-1.3.9-1.jar:/soft/hbase/bin/../lib/guava-12.0.1.jar:/soft/hbase/bin/../lib/guice-3.0.jar:/soft/hbase/bin/../lib/guice-servlet-3.0.jar:/soft/hbase/bin/../lib/hadoop-annotations-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-auth-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-hdfs-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-app-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-core-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-jobclient-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-shuffle-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-api-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-server-common-2.5.1.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-client-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-examples-1.2.6.jar:/soft/hbase/bin/../lib/hbase-external-blockcache-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop2-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-prefix-tree-1.2.6.jar:/soft/hbase/bin/../lib/hbase-procedure-1.2.6.jar:/soft/hbase/bin/../lib/hbase-protocol-1.2.6.jar:/soft/hbase/bin/../lib/hbase-resource-bundle-1.2.6.jar:/soft/hbase/bin/../lib/hbase-rest-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-shell-1.2.6.jar:/soft/hbase/bin/../lib/hbase-thrift-1.2.6.jar:/soft/hbase/bin/../lib/htrace-core-3.1.0-incubating.jar:/soft/hbase/bin/../lib/httpclient-4.2.5.jar:/soft/hbase/bin/../lib/httpcore-4.4.1.jar:/soft/hbase/bin/../lib/jackson-core-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-jaxrs-1.9.13.jar:/soft/hbase/bin/../lib/jackson-mapper-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-xc-1.9.13.jar:/soft/hbase/bin/../lib/jamon-runtime-2.4.1.jar:/soft/hbase/bin/../lib/jasper-compiler-5.5.23.jar:/soft/hbase/bin/../lib/jasper-runtime-5.5.23.jar:/soft/hbase/bin/../lib/javax.inject-1.jar:/soft/hbase/bin/../lib/java-xmlbuilder-0.4.jar:/soft/hbase/bin/../lib/jaxb-api-2.2.2.jar:/soft/hbase/bin/../lib/jaxb-impl-2.2.3-1.jar:/soft/hbase/bin/../lib/jcodings-1.0.8.jar:/soft/hbase/bin/../lib/jersey-client-1.9.jar:/soft/hbase/bin/../lib/jersey-core-1.9.jar:/soft/hbase/bin/../lib/jersey-guice-1.9.jar:/soft/hbase/bin/../lib/jersey-json-1.9.jar:/soft/hbase/bin/../lib/jersey-server-1.9.jar:/soft/hbase/bin/../lib/jets3t-0.9.0.jar:/soft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*::/soft/hive/lib/*:/contrib/capacity-scheduler/*.jar:/conf:/lib/*' -Djava.library.path=:/soft/hadoop-2.7./lib/native:/soft/hadoop-2.7./lib/native org.apache.flume.node.Application -f /soft/flume/conf/yinzhengjie_hdfs.conf -n a1
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-flume-1.8.-bin/lib/slf4j-log4j12-1.6..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
// :: INFO node.PollingPropertiesFileConfigurationProvider: Configuration provider starting
// :: INFO node.PollingPropertiesFileConfigurationProvider: Reloading configuration file:/soft/flume/conf/yinzhengjie_hdfs.conf
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Post-validation flume configuration contains configuration for agents: [a1]
// :: INFO node.AbstractConfigurationProvider: Creating channels
// :: INFO channel.DefaultChannelFactory: Creating instance of channel c1 type memory
// :: INFO node.AbstractConfigurationProvider: Created channel c1
// :: INFO source.DefaultSourceFactory: Creating instance of source r1, type netcat
// :: INFO sink.DefaultSinkFactory: Creating instance of sink: k1, type: hdfs
// :: INFO node.AbstractConfigurationProvider: Channel c1 connected to [r1, k1]
// :: INFO node.Application: Starting new configuration:{ sourceRunners:{r1=EventDrivenSourceRunner: { source:org.apache.flume.source.NetcatSource{name:r1,state:IDLE} }} sinkRunners:{k1=SinkRunner: { policy:org.apache.flume.sink.DefaultSinkProcessor@25803c43 counterGroup:{ name:null counters:{} } }} channels:{c1=org.apache.flume.channel.MemoryChannel{name: c1}} }
// :: INFO node.Application: Starting Channel c1
// :: INFO node.Application: Waiting for channel: c1 to start. Sleeping for  ms
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: CHANNEL, name: c1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: CHANNEL, name: c1 started
// :: INFO node.Application: Starting Sink k1
// :: INFO node.Application: Starting Source r1
// :: INFO source.NetcatSource: Source starting
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SINK, name: k1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SINK, name: k1 started
// :: INFO source.NetcatSource: Created serverSocket:sun.nio.ch.ServerSocketChannelImpl[/127.0.0.1:]

[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_hdfs.conf -n a1

　　d>.source端产生数据（启动nc）：

　　e>.检查服务端输出与webUI的新生成文件

　　f>.通过HDFS命令查看文件内容

五.将数据写入到hbase中（hbase sink）

1>.hbase sink功能

　　答：顾名思义，它是可以将数据存储到HBase数据库中。缺点：需要创建表，无法指定rowKey和col。若非要指定，需要重写官方指定的类，即需要继承“org.apache.flume.sink.hbase.SimpleHbaseEventSerializer”。

2>.官网介绍

3>.案例展示

　　a>.实际配置参数：

[yinzhengjie@s101 ~]$ more /soft/flume/conf/yinzhengjie_hbase.conf
# Name the components on this agent
a1.sources = r1
a1.sinks = k1
a1.channels = c1

# Describe/configure the source
a1.sources.r1.type = netcat
a1.sources.r1.bind = localhost
a1.sources.r1.port = 

# 设置滚动文件sink
a1.sinks.k1.type = hbase
a1.sinks.k1.table = yinzhengjie:flume
a1.sinks.k1.columnFamily = f1

# Use a channel which buffers events in memory
a1.channels.c1.type = memory
a1.channels.c1.capacity =
a1.channels.c1.transactionCapacity = 

# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1
[yinzhengjie@s101 ~]$ 

　　b>.启动hbase服务（并创建表“yinzhengjie.flume”）

[yinzhengjie@s101 ~]$ start-hbase.sh
starting master, logging to /soft/hbase/bin/../logs/hbase-yinzhengjie-master-s101.out
Java HotSpot(TM) -Bit Server VM warning: ignoring option PermSize=128m; support was removed in 8.0
Java HotSpot(TM) -Bit Server VM warning: ignoring option MaxPermSize=128m; support was removed in 8.0
s104: starting regionserver, logging to /soft/hbase/bin/../logs/hbase-yinzhengjie-regionserver-s104.out
s103: starting regionserver, logging to /soft/hbase/bin/../logs/hbase-yinzhengjie-regionserver-s103.out
s102: starting regionserver, logging to /soft/hbase/bin/../logs/hbase-yinzhengjie-regionserver-s102.out
s104: Java HotSpot(TM) -Bit Server VM warning: ignoring option PermSize=128m; support was removed in 8.0
s104: Java HotSpot(TM) -Bit Server VM warning: ignoring option MaxPermSize=128m; support was removed in 8.0
s103: Java HotSpot(TM) -Bit Server VM warning: ignoring option PermSize=128m; support was removed in 8.0
s103: Java HotSpot(TM) -Bit Server VM warning: ignoring option MaxPermSize=128m; support was removed in 8.0
s102: Java HotSpot(TM) -Bit Server VM warning: ignoring option PermSize=128m; support was removed in 8.0
s102: Java HotSpot(TM) -Bit Server VM warning: ignoring option MaxPermSize=128m; support was removed in 8.0
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ hbase shell
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
HBase Shell; enter 'help<RETURN>' for list of supported commands.
Type "exit<RETURN>" to leave the HBase Shell
Version 1.2., rUnknown, Mon May  :: CDT 

hbase(main)::> create 'yinzhengjie:flume','f1','f2'
 row(s) in 3.1110 seconds

=> Hbase::Table - yinzhengjie:flume
hbase(main)::>
hbase(main)::* exit
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ 

　　c>.启动agent进程：

[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_hbase.conf -n a1
Warning: No configuration directory set! Use --conf <dir> to override.
Warning: JAVA_HOME is not set!
Info: Including Hadoop libraries found via (/soft/hadoop/bin/hadoop) for HDFS access
Info: Including HBASE libraries found via (/soft/hbase/bin/hbase) for HBASE access
Info: Including Hive libraries found via () for Hive access
+ exec /soft/jdk/bin/java -Xmx20m -cp '/soft/flume/lib/*:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*:/contrib/capacity-scheduler/*.jar:/soft/hbase/bin/../conf:/soft/jdk//lib/tools.jar:/soft/hbase/bin/..:/soft/hbase/bin/../lib/activation-1.1.jar:/soft/hbase/bin/../lib/aopalliance-1.0.jar:/soft/hbase/bin/../lib/apacheds-i18n-2.0.0-M15.jar:/soft/hbase/bin/../lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hbase/bin/../lib/api-asn1-api-1.0.0-M20.jar:/soft/hbase/bin/../lib/api-util-1.0.0-M20.jar:/soft/hbase/bin/../lib/asm-3.1.jar:/soft/hbase/bin/../lib/avro-1.7.4.jar:/soft/hbase/bin/../lib/commons-beanutils-1.7.0.jar:/soft/hbase/bin/../lib/commons-beanutils-core-1.8.0.jar:/soft/hbase/bin/../lib/commons-cli-1.2.jar:/soft/hbase/bin/../lib/commons-codec-1.9.jar:/soft/hbase/bin/../lib/commons-collections-3.2.2.jar:/soft/hbase/bin/../lib/commons-compress-1.4.1.jar:/soft/hbase/bin/../lib/commons-configuration-1.6.jar:/soft/hbase/bin/../lib/commons-daemon-1.0.13.jar:/soft/hbase/bin/../lib/commons-digester-1.8.jar:/soft/hbase/bin/../lib/commons-el-1.0.jar:/soft/hbase/bin/../lib/commons-httpclient-3.1.jar:/soft/hbase/bin/../lib/commons-io-2.4.jar:/soft/hbase/bin/../lib/commons-lang-2.6.jar:/soft/hbase/bin/../lib/commons-logging-1.2.jar:/soft/hbase/bin/../lib/commons-math-2.2.jar:/soft/hbase/bin/../lib/commons-math3-3.1.1.jar:/soft/hbase/bin/../lib/commons-net-3.1.jar:/soft/hbase/bin/../lib/disruptor-3.3.0.jar:/soft/hbase/bin/../lib/findbugs-annotations-1.3.9-1.jar:/soft/hbase/bin/../lib/guava-12.0.1.jar:/soft/hbase/bin/../lib/guice-3.0.jar:/soft/hbase/bin/../lib/guice-servlet-3.0.jar:/soft/hbase/bin/../lib/hadoop-annotations-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-auth-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-hdfs-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-app-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-core-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-jobclient-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-shuffle-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-api-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-server-common-2.5.1.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-client-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-examples-1.2.6.jar:/soft/hbase/bin/../lib/hbase-external-blockcache-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop2-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-prefix-tree-1.2.6.jar:/soft/hbase/bin/../lib/hbase-procedure-1.2.6.jar:/soft/hbase/bin/../lib/hbase-protocol-1.2.6.jar:/soft/hbase/bin/../lib/hbase-resource-bundle-1.2.6.jar:/soft/hbase/bin/../lib/hbase-rest-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-shell-1.2.6.jar:/soft/hbase/bin/../lib/hbase-thrift-1.2.6.jar:/soft/hbase/bin/../lib/htrace-core-3.1.0-incubating.jar:/soft/hbase/bin/../lib/httpclient-4.2.5.jar:/soft/hbase/bin/../lib/httpcore-4.4.1.jar:/soft/hbase/bin/../lib/jackson-core-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-jaxrs-1.9.13.jar:/soft/hbase/bin/../lib/jackson-mapper-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-xc-1.9.13.jar:/soft/hbase/bin/../lib/jamon-runtime-2.4.1.jar:/soft/hbase/bin/../lib/jasper-compiler-5.5.23.jar:/soft/hbase/bin/../lib/jasper-runtime-5.5.23.jar:/soft/hbase/bin/../lib/javax.inject-1.jar:/soft/hbase/bin/../lib/java-xmlbuilder-0.4.jar:/soft/hbase/bin/../lib/jaxb-api-2.2.2.jar:/soft/hbase/bin/../lib/jaxb-impl-2.2.3-1.jar:/soft/hbase/bin/../lib/jcodings-1.0.8.jar:/soft/hbase/bin/../lib/jersey-client-1.9.jar:/soft/hbase/bin/../lib/jersey-core-1.9.jar:/soft/hbase/bin/../lib/jersey-guice-1.9.jar:/soft/hbase/bin/../lib/jersey-json-1.9.jar:/soft/hbase/bin/../lib/jersey-server-1.9.jar:/soft/hbase/bin/../lib/jets3t-0.9.0.jar:/soft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*::/soft/hive/lib/*:/contrib/capacity-scheduler/*.jar:/conf:/lib/*' -Djava.library.path=:/soft/hadoop-2.7./lib/native:/soft/hadoop-2.7./lib/native org.apache.flume.node.Application -f /soft/flume/conf/yinzhengjie_hbase.conf -n a1
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-flume-1.8.-bin/lib/slf4j-log4j12-1.6..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
// :: INFO node.PollingPropertiesFileConfigurationProvider: Configuration provider starting
// :: INFO node.PollingPropertiesFileConfigurationProvider: Reloading configuration file:/soft/flume/conf/yinzhengjie_hbase.conf
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Post-validation flume configuration contains configuration for agents: [a1]
// :: INFO node.AbstractConfigurationProvider: Creating channels
// :: INFO channel.DefaultChannelFactory: Creating instance of channel c1 type memory
// :: INFO node.AbstractConfigurationProvider: Created channel c1
// :: INFO source.DefaultSourceFactory: Creating instance of source r1, type netcat
// :: INFO sink.DefaultSinkFactory: Creating instance of sink: k1, type: hbase
// :: INFO hbase.HBaseSink: No serializer defined, Will use default
// :: INFO hbase.HBaseSink: The write to WAL option is set to: true
// :: INFO node.AbstractConfigurationProvider: Channel c1 connected to [r1, k1]
// :: INFO node.Application: Starting new configuration:{ sourceRunners:{r1=EventDrivenSourceRunner: { source:org.apache.flume.source.NetcatSource{name:r1,state:IDLE} }} sinkRunners:{k1=SinkRunner: { policy:org.apache.flume.sink.DefaultSinkProcessor@21060e2e counterGroup:{ name:null counters:{} } }} channels:{c1=org.apache.flume.channel.MemoryChannel{name: c1}} }
// :: INFO node.Application: Starting Channel c1
// :: INFO node.Application: Waiting for channel: c1 to start. Sleeping for  ms
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: CHANNEL, name: c1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: CHANNEL, name: c1 started
// :: INFO node.Application: Starting Sink k1
// :: INFO node.Application: Starting Source r1
// :: INFO source.NetcatSource: Source starting
// :: INFO source.NetcatSource: Created serverSocket:sun.nio.ch.ServerSocketChannelImpl[/127.0.0.1:]
// :: INFO zookeeper.RecoverableZooKeeper: Process identifier=hconnection-0x7a2d7188 connecting to ZooKeeper ensemble=s102:,s103:,s104:
// :: INFO zookeeper.ZooKeeper: Client environment:zookeeper.version=3.4.-, built on // : GMT
// :: INFO zookeeper.ZooKeeper: Client environment:host.name=s101
// :: INFO zookeeper.ZooKeeper: Client environment:java.version=1.8.0_131
// :: INFO zookeeper.ZooKeeper: Client environment:java.vendor=Oracle Corporation
// :: INFO zookeeper.ZooKeeper: Client environment:java.home=/soft/jdk1..0_131/jre
// :: INFO zookeeper.ZooKeeper: Client environment:java.class.path=/soft/flume/lib/flume-ng-configuration-1.8..jar:/soft/flume/lib/slf4j-api-1.6..jar:/soft/flume/lib/slf4j-log4j12-1.6..jar:/soft/flume/lib/log4j-1.2..jar:/soft/flume/lib/guava-11.0..jar:/soft/flume/lib/jsr305-1.3..jar:/soft/flume/lib/flume-ng-sdk-1.8..jar:/soft/flume/lib/avro-1.7..jar:/soft/flume/lib/jackson-core-asl-1.9..jar:/soft/flume/lib/jackson-mapper-asl-1.9..jar:/soft/flume/lib/paranamer-2.3.jar:/soft/flume/lib/snappy-java-1.1..jar:/soft/flume/lib/commons-compress-1.4..jar:/soft/flume/lib/xz-1.0.jar:/soft/flume/lib/avro-ipc-1.7..jar:/soft/flume/lib/jetty-6.1..jar:/soft/flume/lib/jetty-util-6.1..jar:/soft/flume/lib/velocity-1.7.jar:/soft/flume/lib/commons-collections-3.2..jar:/soft/flume/lib/commons-lang-2.5.jar:/soft/flume/lib/netty-3.9..Final.jar:/soft/flume/lib/libthrift-0.9..jar:/soft/flume/lib/httpclient-4.2..jar:/soft/flume/lib/httpcore-4.4..jar:/soft/flume/lib/commons-logging-1.1..jar:/soft/flume/lib/commons-codec-1.8.jar:/soft/flume/lib/flume-ng-core-1.8..jar:/soft/flume/lib/flume-ng-auth-1.8..jar:/soft/flume/lib/commons-io-2.1.jar:/soft/flume/lib/commons-cli-1.2.jar:/soft/flume/lib/joda-time-2.9..jar:/soft/flume/lib/servlet-api-2.5-.jar:/soft/flume/lib/gson-2.2..jar:/soft/flume/lib/mina-core-2.0..jar:/soft/flume/lib/flume-ng-embedded-agent-1.8..jar:/soft/flume/lib/flume-ng-node-1.8..jar:/soft/flume/lib/flume-hdfs-sink-1.8..jar:/soft/flume/lib/flume-irc-sink-1.8..jar:/soft/flume/lib/irclib-1.10.jar:/soft/flume/lib/flume-jdbc-channel-1.8..jar:/soft/flume/lib/commons-dbcp-1.4.jar:/soft/flume/lib/commons-pool-1.5..jar:/soft/flume/lib/derby-10.11.1.1.jar:/soft/flume/lib/flume-file-channel-1.8..jar:/soft/flume/lib/protobuf-java-2.5..jar:/soft/flume/lib/mapdb-0.9..jar:/soft/flume/lib/flume-spillable-memory-channel-1.8..jar:/soft/flume/lib/apache-log4j-extras-1.1.jar:/soft/flume/lib/curator-framework-2.6..jar:/soft/flume/lib/curator-client-2.6..jar:/soft/flume/lib/curator-recipes-2.6..jar:/soft/flume/lib/flume-kafka-channel-1.8..jar:/soft/flume/lib/kafka_2.-0.9.0.1.jar:/soft/flume/lib/zkclient-0.7.jar:/soft/flume/lib/kafka-clients-0.9.0.1.jar:/soft/flume/lib/lz4-1.2..jar:/soft/flume/lib/metrics-core-2.2..jar:/soft/flume/lib/scala-library-2.10..jar:/soft/flume/lib/jopt-simple-3.2.jar:/soft/flume/lib/flume-ng-hbase-sink-1.8..jar:/soft/flume/lib/asynchbase-1.7..jar:/soft/flume/lib/async-1.4..jar:/soft/flume/lib/flume-http-sink-1.8..jar:/soft/flume/lib/flume-ng-elasticsearch-sink-1.8..jar:/soft/flume/lib/flume-ng-morphline-solr-sink-1.8..jar:/soft/flume/lib/flume-ng-kafka-sink-1.8..jar:/soft/flume/lib/flume-scribe-source-1.8..jar:/soft/flume/lib/flume-jms-source-1.8..jar:/soft/flume/lib/geronimo-jms_1.1_spec-1.1..jar:/soft/flume/lib/flume-twitter-source-1.8..jar:/soft/flume/lib/twitter4j-core-3.0..jar:/soft/flume/lib/twitter4j-media-support-3.0..jar:/soft/flume/lib/twitter4j-stream-3.0..jar:/soft/flume/lib/flume-kafka-source-1.8..jar:/soft/flume/lib/flume-avro-source-1.8..jar:/soft/flume/lib/flume-thrift-source-1.8..jar:/soft/flume/lib/flume-taildir-source-1.8..jar:/soft/flume/lib/flume-ng-log4jappender-1.8..jar:/soft/flume/lib/flume-tools-1.8..jar:/soft/flume/lib/flume-dataset-sink-1.8..jar:/soft/flume/lib/kite-data-core-1.0..jar:/soft/flume/lib/kite-hadoop-compatibility-1.0..jar:/soft/flume/lib/parquet-avro-1.4..jar:/soft/flume/lib/parquet-column-1.4..jar:/soft/flume/lib/parquet-common-1.4..jar:/soft/flume/lib/parquet-encoding-1.4..jar:/soft/flume/lib/parquet-generator-1.4..jar:/soft/flume/lib/parquet-hadoop-1.4..jar:/soft/flume/lib/parquet-format-2.0..jar:/soft/flume/lib/parquet-jackson-1.4..jar:/soft/flume/lib/opencsv-2.3.jar:/soft/flume/lib/commons-jexl-2.1..jar:/soft/flume/lib/jackson-databind-2.8..jar:/soft/flume/lib/jackson-annotations-2.8..jar:/soft/flume/lib/jackson-core-2.8..jar:/soft/flume/lib/kite-data-hive-1.0..jar:/soft/flume/lib/parquet-hive-bundle-1.4..jar:/soft/flume/lib/kite-data-hbase-1.0..jar:/soft/flume/lib/flume-hive-sink-1.8..jar:/soft/flume/lib/xercesImpl-2.9..jar:/soft/flume/lib/xml-apis-1.3..jar:/soft/flume/lib/serializer-2.7..jar:/soft/flume/lib/xalan-2.7..jar:/soft/hadoop-2.7./etc/hadoop:/soft/hadoop-2.7./share/hadoop/common/lib/jaxb-impl-2.2.-.jar:/soft/hadoop-2.7./share/hadoop/common/lib/jaxb-api-2.2..jar:/soft/hadoop-2.7./share/hadoop/common/lib/stax-api-1.0-.jar:/soft/hadoop-2.7./share/hadoop/common/lib/activation-1.1.jar:/soft/hadoop-2.7./share/hadoop/common/lib/jackson-core-asl-1.9..jar:/soft/hadoop-2.7./share/hadoop/common/lib/jackson-mapper-asl-1.9..jar:/soft/hadoop-2.7./share/hadoop/common/lib/jackson-jaxrs-1.9..jar:/soft/hadoop-2.7./share/hadoop/common/lib/jackson-xc-1.9..jar:/soft/hadoop-2.7./share/hadoop/common/lib/jersey-server-1.9.jar:/soft/hadoop-2.7./share/hadoop/common/lib/asm-3.2.jar:/soft/hadoop-2.7./share/hadoop/common/lib/log4j-1.2..jar:/soft/hadoop-2.7./share/hadoop/common/lib/jets3t-0.9..jar:/soft/hadoop-2.7./share/hadoop/common/lib/httpclient-4.2..jar:/soft/hadoop-2.7./share/hadoop/common/lib/httpcore-4.2..jar:/soft/hadoop-2.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oft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/jaxb-impl-2.2.3-1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jaxb-api-2.2.2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/stax-api-1.0-2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/activation-1.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jackson-core-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jackson-mapper-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jackson-jaxrs-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jackson-xc-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jersey-server-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/asm-3.2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/log4j-1.2.17.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jets3t-0.9.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/httpclient-4.2.5.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/httpcore-4.2.5.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/java-xmlbuilder-0.4.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-lang-2.6.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-configuration-1.6.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-digester-1.8.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-beanutils-1.7.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-beanutils-core-1.8.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/slf4j-api-1.7.10.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/slf4j-log4j12-1.7.10.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/avro-1.7.4.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/paranamer-2.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/snappy-java-1.0.4.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-compress-1.4.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/xz-1.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/protobuf-java-2.5.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/gson-2.2.4.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/hadoop-auth-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/apacheds-i18n-2.0.0-M15.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/api-asn1-api-1.0.0-M20.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/api-util-1.0.0-M20.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/netty-3.6.2.Final.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/curator-framework-2.7.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/curator-client-2.7.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jsch-0.1.42.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/curator-recipes-2.7.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/htrace-core-3.1.0-incubating.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/junit-4.11.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/hamcrest-core-1.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/mockito-all-1.8.5.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/hadoop-annotations-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/guava-11.0.2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jsr305-3.0.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-cli-1.2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-math3-3.1.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/xmlenc-0.52.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-httpclient-3.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-logging-1.1.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-codec-1.4.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-io-2.4.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-net-3.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-collections-3.2.2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/servlet-api-2.5.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jetty-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jetty-util-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jsp-api-2.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jersey-core-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jersey-json-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jettison-1.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/lzo-core-1.0.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/lzo-hadoop-1.0.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/fastjson-1.2.47.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hadoop-2.7.3/share/hadoop/common/hadoop-common-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/hadoop-common-2.7.3-tests.jar:/soft/hadoop-2.7.3/share/hadoop/common/hadoop-nfs-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-codec-1.4.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/log4j-1.2.17.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-logging-1.1.3.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/netty-3.6.2.Final.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/guava-11.0.2.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jsr305-3.0.0.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-cli-1.2.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/xmlenc-0.52.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-io-2.4.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/servlet-api-2.5.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jetty-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jetty-util-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jersey-core-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jackson-core-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jackson-mapper-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jersey-server-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/asm-3.2.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-lang-2.6.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/protobuf-java-2.5.0.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/htrace-core-3.1.0-incubating.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-daemon-1.0.13.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/netty-all-4.0.23.Final.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/xercesImpl-2.9.1.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/xml-apis-1.3.04.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/leveldbjni-all-1.8.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/hadoop-hdfs-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/hadoop-hdfs-2.7.3-tests.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/hadoop-hdfs-nfs-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/zookeeper-3.4.6-tests.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-lang-2.6.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/guava-11.0.2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jsr305-3.0.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-logging-1.1.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/protobuf-java-2.5.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-cli-1.2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/log4j-1.2.17.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jaxb-api-2.2.2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/stax-api-1.0-2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/activation-1.1.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-compress-1.4.1.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/xz-1.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/servlet-api-2.5.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-codec-1.4.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jetty-util-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jersey-core-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jersey-client-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jackson-core-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jackson-mapper-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jackson-jaxrs-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jackson-xc-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/guice-servlet-3.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/guice-3.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/javax.inject-1.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/aopalliance-1.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-io-2.4.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jersey-server-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/asm-3.2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jersey-json-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jettison-1.1.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jaxb-impl-2.2.3-1.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jersey-guice-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/netty-3.6.2.Final.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/leveldbjni-all-1.8.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-collections-3.2.2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jetty-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-api-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-common-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-common-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-nodemanager-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-web-proxy-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-applicationhistoryservice-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-resourcemanager-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-tests-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-client-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-sharedcachemanager-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-applications-distributedshell-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-applications-unmanaged-am-launcher-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-registry-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/protobuf-java-2.5.0.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/avro-1.7.4.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/jackson-core-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/jackson-mapper-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/paranamer-2.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/snappy-java-1.0.4.1.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/commons-compress-1.4.1.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/xz-1.0.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/hadoop-annotations-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/commons-io-2.4.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/jersey-core-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/jersey-server-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/asm-3.2.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/log4j-1.2.17.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/netty-3.6.2.Final.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/leveldbjni-all-1.8.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/guice-3.0.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/javax.inject-1.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/aopalliance-1.0.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/jersey-guice-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/guice-servlet-3.0.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/junit-4.11.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/hamcrest-core-1.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-core-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-common-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-shuffle-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-app-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-plugins-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-examples-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.7.3-tests.jar::/soft/hive/lib/hive-common-2.1.1.jar:/soft/hive/lib/hive-shims-2.1.1.jar:/soft/hive/lib/hive-shims-common-2.1.1.jar:/soft/hive/lib/log4j-slf4j-impl-2.4.1.jar:/soft/hive/lib/log4j-api-2.4.1.jar:/soft/hive/lib/guava-14.0.1.jar:/soft/hive/lib/commons-lang-2.6.jar:/soft/hive/lib/libthrift-0.9.3.jar:/soft/hive/lib/httpclient-4.4.jar:/soft/hive/lib/httpcore-4.4.jar:/soft/hive/lib/commons-logging-1.2.jar:/soft/hive/lib/commons-codec-1.4.jar:/soft/hive/lib/curator-framework-2.6.0.jar:/soft/hive/lib/curator-client-2.6.0.jar:/soft/hive/lib/zookeeper-3.4.6.jar:/soft/hive/lib/jline-2.12.jar:/soft/hive/lib/netty-3.7.0.Final.jar:/soft/hive/lib/hive-shims-0.23-2.1.1.jar:/soft/hive/lib/guice-servlet-3.0.jar:/soft/hive/lib/guice-3.0.jar:/soft/hive/lib/javax.inject-1.jar:/soft/hive/lib/aopalliance-1.0.jar:/soft/hive/lib/protobuf-java-2.5.0.jar:/soft/hive/lib/commons-io-2.4.jar:/soft/hive/lib/activation-1.1.jar:/soft/hive/lib/jackson-jaxrs-1.9.2.jar:/soft/hive/lib/jackson-xc-1.9.2.jar:/soft/hive/lib/jersey-server-1.14.jar:/soft/hive/lib/asm-3.1.jar:/soft/hive/lib/commons-compress-1.9.jar:/soft/hive/lib/jetty-util-6.1.26.jar:/soft/hive/lib/jersey-client-1.9.jar:/soft/hive/lib/commons-cli-1.2.jar:/soft/hive/lib/commons-collections-3.2.2.jar:/soft/hive/lib/commons-httpclient-3.0.1.jar:/soft/hive/lib/junit-4.11.jar:/soft/hive/lib/hamcrest-core-1.3.jar:/soft/hive/lib/jetty-6.1.26.jar:/soft/hive/lib/hive-shims-scheduler-2.1.1.jar:/soft/hive/lib/hive-storage-api-2.1.1.jar:/soft/hive/lib/hive-orc-2.1.1.jar:/soft/hive/lib/jasper-compiler-5.5.23.jar:/soft/hive/lib/jasper-runtime-5.5.23.jar:/soft/hive/lib/commons-el-1.0.jar:/soft/hive/lib/gson-2.2.4.jar:/soft/hive/lib/curator-recipes-2.6.0.jar:/soft/hive/lib/jsr305-3.0.0.jar:/soft/hive/lib/snappy-0.2.jar:/soft/hive/lib/jetty-all-7.6.0.v20120127.jar:/soft/hive/lib/geronimo-jta_1.1_spec-1.1.1.jar:/soft/hive/lib/mail-1.4.1.jar:/soft/hive/lib/geronimo-jaspic_1.0_spec-1.0.jar:/soft/hive/lib/geronimo-annotation_1.0_spec-1.1.1.jar:/soft/hive/lib/asm-commons-3.1.jar:/soft/hive/lib/asm-tree-3.1.jar:/soft/hive/lib/javax.servlet-3.0.0.v201112011016.jar:/soft/hive/lib/joda-time-2.5.jar:/soft/hive/lib/log4j-1.2-api-2.4.1.jar:/soft/hive/lib/log4j-core-2.4.1.jar:/soft/hive/lib/log4j-web-2.4.1.jar:/soft/hive/lib/ant-1.9.1.jar:/soft/hive/lib/ant-launcher-1.9.1.jar:/soft/hive/lib/json-20090211.jar:/soft/hive/lib/metrics-core-3.1.0.jar:/soft/hive/lib/metrics-jvm-3.1.0.jar:/soft/hive/lib/metrics-json-3.1.0.jar:/soft/hive/lib/jackson-databind-2.4.2.jar:/soft/hive/lib/jackson-annotations-2.4.0.jar:/soft/hive/lib/jackson-core-2.4.2.jar:/soft/hive/lib/dropwizard-metrics-hadoop-metrics2-reporter-0.1.2.jar:/soft/hive/lib/hive-serde-2.1.1.jar:/soft/hive/lib/hive-service-rpc-2.1.1.jar:/soft/hive/lib/jsp-api-2.0.jar:/soft/hive/lib/servlet-api-2.4.jar:/soft/hive/lib/ant-1.6.5.jar:/soft/hive/lib/libfb303-0.9.3.jar:/soft/hive/lib/avro-1.7.7.jar:/soft/hive/lib/paranamer-2.3.jar:/soft/hive/lib/snappy-java-1.0.5.jar:/soft/hive/lib/opencsv-2.3.jar:/soft/hive/lib/parquet-hadoop-bundle-1.8.1.jar:/soft/hive/lib/hive-metastore-2.1.1.jar:/soft/hive/lib/javolution-5.5.1.jar:/soft/hive/lib/hbase-client-1.1.1.jar:/soft/hive/lib/hbase-annotations-1.1.1.jar:/soft/hive/lib/findbugs-annotations-1.3.9-1.jar:/soft/hive/lib/hbase-common-1.1.1.jar:/soft/hive/lib/hbase-protocol-1.1.1.jar:/soft/hive/lib/htrace-core-3.1.0-incubating.jar:/soft/hive/lib/netty-all-4.0.23.Final.jar:/soft/hive/lib/jcodings-1.0.8.jar:/soft/hive/lib/joni-2.1.2.jar:/soft/hive/lib/bonecp-0.8.0.RELEASE.jar:/soft/hive/lib/derby-10.10.2.0.jar:/soft/hive/lib/datanucleus-api-jdo-4.2.1.jar:/soft/hive/lib/datanucleus-core-4.1.6.jar:/soft/hive/lib/datanucleus-rdbms-4.1.7.jar:/soft/hive/lib/commons-pool-1.5.4.jar:/soft/hive/lib/commons-dbcp-1.4.jar:/soft/hive/lib/jdo-api-3.0.1.jar:/soft/hive/lib/jta-1.1.jar:/soft/hive/lib/javax.jdo-3.2.0-m3.jar:/soft/hive/lib/transaction-api-1.1.jar:/soft/hive/lib/antlr-runtime-3.4.jar:/soft/hive/lib/stringtemplate-3.2.1.jar:/soft/hive/lib/antlr-2.7.7.jar:/soft/hive/lib/tephra-api-0.6.0.jar:/soft/hive/lib/tephra-core-0.6.0.jar:/soft/hive/lib/guice-assistedinject-3.0.jar:/soft/hive/lib/fastutil-6.5.6.jar:/soft/hive/lib/twill-common-0.6.0-incubating.jar:/soft/hive/lib/twill-core-0.6.0-incubating.jar:/soft/hive/lib/twill-api-0.6.0-incubating.jar:/soft/hive/lib/twill-discovery-api-0.6.0-incubating.jar:/soft/hive/lib/twill-zookeeper-0.6.0-incubating.jar:/soft/hive/lib/twill-discovery-core-0.6.0-incubating.jar:/soft/hive/lib/tephra-hbase-compat-1.0-0.6.0.jar:/soft/hive/lib/hive-testutils-2.1.1.jar:/soft/hive/lib/tempus-fugit-1.1.jar:/soft/hive/lib/hive-exec-2.1.1.jar:/soft/hive/lib/hive-ant-2.1.1.jar:/soft/hive/lib/velocity-1.5.jar:/soft/hive/lib/hive-llap-tez-2.1.1.jar:/soft/hive/lib/hive-llap-client-2.1.1.jar:/soft/hive/lib/hive-llap-common-2.1.1.jar:/soft/hive/lib/commons-lang3-3.1.jar:/soft/hive/lib/ST4-4.0.4.jar:/soft/hive/lib/ivy-2.4.0.jar:/soft/hive/lib/groovy-all-2.4.4.jar:/soft/hive/lib/calcite-core-1.6.0.jar:/soft/hive/lib/calcite-avatica-1.6.0.jar:/soft/hive/lib/calcite-linq4j-1.6.0.jar:/soft/hive/lib/eigenbase-properties-1.1.5.jar:/soft/hive/lib/janino-2.7.6.jar:/soft/hive/lib/commons-compiler-2.7.6.jar:/soft/hive/lib/pentaho-aggdesigner-algorithm-5.1.5-jhyde.jar:/soft/hive/lib/stax-api-1.0.1.jar:/soft/hive/lib/hive-service-2.1.1.jar:/soft/hive/lib/hive-llap-server-2.1.1.jar:/soft/hive/lib/slider-core-0.90.2-incubating.jar:/soft/hive/lib/jcommander-1.32.jar:/soft/hive/lib/jsp-api-2.1.jar:/soft/hive/lib/hbase-hadoop2-compat-1.1.1.jar:/soft/hive/lib/hbase-hadoop-compat-1.1.1.jar:/soft/hive/lib/commons-math-2.2.jar:/soft/hive/lib/metrics-core-2.2.0.jar:/soft/hive/lib/hbase-server-1.1.1.jar:/soft/hive/lib/hbase-procedure-1.1.1.jar:/soft/hive/lib/hbase-common-1.1.1-tests.jar:/soft/hive/lib/hbase-prefix-tree-1.1.1.jar:/soft/hive/lib/jetty-sslengine-6.1.26.jar:/soft/hive/lib/jsp-2.1-6.1.14.jar:/soft/hive/lib/jsp-api-2.1-6.1.14.jar:/soft/hive/lib/servlet-api-2.5-6.1.14.jar:/soft/hive/lib/jamon-runtime-2.3.1.jar:/soft/hive/lib/disruptor-3.3.0.jar:/soft/hive/lib/jpam-1.1.jar:/soft/hive/lib/hive-jdbc-2.1.1.jar:/soft/hive/lib/hive-beeline-2.1.1.jar:/soft/hive/lib/super-csv-2.2.0.jar:/soft/hive/lib/hive-cli-2.1.1.jar:/soft/hive/lib/hive-contrib-2.1.1.jar:/soft/hive/lib/hive-hbase-handler-2.1.1.jar:/soft/hive/lib/hbase-hadoop2-compat-1.1.1-tests.jar:/soft/hive/lib/hive-hwi-2.1.1.jar:/soft/hive/lib/jetty-all-server-7.6.0.v20120127.jar:/soft/hive/lib/hive-accumulo-handler-2.1.1.jar:/soft/hive/lib/accumulo-core-1.6.0.jar:/soft/hive/lib/accumulo-fate-1.6.0.jar:/soft/hive/lib/accumulo-start-1.6.0.jar:/soft/hive/lib/commons-vfs2-2.0.jar:/soft/hive/lib/maven-scm-api-1.4.jar:/soft/hive/lib/plexus-utils-1.5.6.jar:/soft/hive/lib/maven-scm-provider-svnexe-1.4.jar:/soft/hive/lib/maven-scm-provider-svn-commons-1.4.jar:/soft/hive/lib/regexp-1.3.jar:/soft/hive/lib/accumulo-trace-1.6.0.jar:/soft/hive/lib/hive-llap-ext-client-2.1.1.jar:/soft/hive/lib/hive-hplsql-2.1.1.jar:/soft/hive/lib/antlr4-runtime-4.5.jar:/soft/hive/lib/org.abego.treelayout.core-1.0.1.jar:/soft/hive/lib/mysql-connector-java-5.1.41.jar:/contrib/capacity-scheduler/*.jar:/conf:/lib/*
18/06/19 22:54:42 INFO zookeeper.ZooKeeper: Client environment:java.library.path=:/soft/hadoop-2.7.3/lib/native:/soft/hadoop-2.7.3/lib/native
18/06/19 22:54:42 INFO zookeeper.ZooKeeper: Client environment:java.io.tmpdir=/tmp
18/06/19 22:54:42 INFO zookeeper.ZooKeeper: Client environment:java.compiler=<NA>
18/06/19 22:54:42 INFO zookeeper.ZooKeeper: Client environment:os.name=Linux
18/06/19 22:54:42 INFO zookeeper.ZooKeeper: Client environment:os.arch=amd64
18/06/19 22:54:42 INFO zookeeper.ZooKeeper: Client environment:os.version=3.10.0-327.el7.x86_64
18/06/19 22:54:42 INFO zookeeper.ZooKeeper: Client environment:user.name=yinzhengjie
18/06/19 22:54:42 INFO zookeeper.ZooKeeper: Client environment:user.home=/home/yinzhengjie
18/06/19 22:54:42 INFO zookeeper.ZooKeeper: Client environment:user.dir=/home/yinzhengjie
18/06/19 22:54:42 INFO zookeeper.ZooKeeper: Initiating client connection, connectString=s102:2181,s103:2181,s104:2181 sessionTimeout=90000 watcher=hconnection-0x7a2d71880x0, quorum=s102:2181,s103:2181,s104:2181, baseZNode=/hbase
18/06/19 22:54:42 INFO zookeeper.ClientCnxn: Opening socket connection to server s104/172.30.100.104:2181. Will not attempt to authenticate using SASL (unknown error)
18/06/19 22:54:42 INFO zookeeper.ClientCnxn: Socket connection established to s104/172.30.100.104:2181, initiating session
18/06/19 22:54:42 INFO zookeeper.ClientCnxn: Session establishment complete on server s104/172.30.100.104:2181, sessionid = 0x680000fa895b000d, negotiated timeout = 40000
18/06/19 22:54:43 INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SINK, name: k1: Successfully registered new MBean.
18/06/19 22:54:43 INFO instrumentation.MonitoredCounterGroup: Component type: SINK, name: k1 started

[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_hbase.conf -n a1

　　d>.source端产生数据（启动nc）：

　　e>.检查sink端数据（检查HBase表“yinzhengjie:flume"）

 

六.将数据写入到hbase中（regexhbase sink）

1>.regexhbase sink 功能

　　答：我们知道hbase sink需要创建表且无法指定rowKey和col。若非要指定，需要重写官方指定的类，即需要继承“org.apache.flume.sink.hbase.SimpleHbaseEventSerializer”。而regexhbase sink和其类似，只不过它可以指定rowKey和col。

2>.官方文档

3>.案例展示

　　a>.实际配置参数：

[yinzhengjie@s101 ~]$ more /soft/flume/conf/yinzhengjie_regexhbase.conf
# Name the components on this agent
a1.sources = r1
a1.sinks = k1
a1.channels = c1

# Describe/configure the source
a1.sources.r1.type = netcat
a1.sources.r1.bind = localhost
a1.sources.r1.port = 

# 设置正则hbasesink
a1.sinks.k1.type = hbase
a1.sinks.k1.serializer = org.apache.flume.sink.hbase.RegexHbaseEventSerializer

# 手动指定rowKey和列
a1.sinks.k1.serializer.colNames = ROW_KEY,name,age
# 指定正则,与col进行对应
a1.sinks.k1.serializer.regex = (.*),(.*),(.*)
# 指定rowKey索引
a1.sinks.k1.serializer.rowKeyIndex = 

a1.sinks.k1.table = yinzhengjie:flume2
a1.sinks.k1.columnFamily = f1

# Use a channel which buffers events in memory
a1.channels.c1.type = memory
a1.channels.c1.capacity =
a1.channels.c1.transactionCapacity = 

# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1
[yinzhengjie@s101 ~]$ 

　　b>.启动hbase服务（并创建表“yinzhengjie.flume2”）

[yinzhengjie@s101 ~]$ hbase shell
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
HBase Shell; enter 'help<RETURN>' for list of supported commands.
Type "exit<RETURN>" to leave the HBase Shell
Version 1.2., rUnknown, Mon May  :: CDT 

hbase(main)::> create 'yinzhengjie:flume2','f1','f2'
 row(s) in 2.5730 seconds

=> Hbase::Table - yinzhengjie:flume2
hbase(main)::> 

　　c>.启动agent进程：

[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_regexhbase.conf -n a1
Warning: No configuration directory set! Use --conf <dir> to override.
Warning: JAVA_HOME is not set!
Info: Including Hadoop libraries found via (/soft/hadoop/bin/hadoop) for HDFS access
Info: Including HBASE libraries found via (/soft/hbase/bin/hbase) for HBASE access
Info: Including Hive libraries found via () for Hive access
+ exec /soft/jdk/bin/java -Xmx20m -cp '/soft/flume/lib/*:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*:/contrib/capacity-scheduler/*.jar:/soft/hbase/bin/../conf:/soft/jdk//lib/tools.jar:/soft/hbase/bin/..:/soft/hbase/bin/../lib/activation-1.1.jar:/soft/hbase/bin/../lib/aopalliance-1.0.jar:/soft/hbase/bin/../lib/apacheds-i18n-2.0.0-M15.jar:/soft/hbase/bin/../lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hbase/bin/../lib/api-asn1-api-1.0.0-M20.jar:/soft/hbase/bin/../lib/api-util-1.0.0-M20.jar:/soft/hbase/bin/../lib/asm-3.1.jar:/soft/hbase/bin/../lib/avro-1.7.4.jar:/soft/hbase/bin/../lib/commons-beanutils-1.7.0.jar:/soft/hbase/bin/../lib/commons-beanutils-core-1.8.0.jar:/soft/hbase/bin/../lib/commons-cli-1.2.jar:/soft/hbase/bin/../lib/commons-codec-1.9.jar:/soft/hbase/bin/../lib/commons-collections-3.2.2.jar:/soft/hbase/bin/../lib/commons-compress-1.4.1.jar:/soft/hbase/bin/../lib/commons-configuration-1.6.jar:/soft/hbase/bin/../lib/commons-daemon-1.0.13.jar:/soft/hbase/bin/../lib/commons-digester-1.8.jar:/soft/hbase/bin/../lib/commons-el-1.0.jar:/soft/hbase/bin/../lib/commons-httpclient-3.1.jar:/soft/hbase/bin/../lib/commons-io-2.4.jar:/soft/hbase/bin/../lib/commons-lang-2.6.jar:/soft/hbase/bin/../lib/commons-logging-1.2.jar:/soft/hbase/bin/../lib/commons-math-2.2.jar:/soft/hbase/bin/../lib/commons-math3-3.1.1.jar:/soft/hbase/bin/../lib/commons-net-3.1.jar:/soft/hbase/bin/../lib/disruptor-3.3.0.jar:/soft/hbase/bin/../lib/findbugs-annotations-1.3.9-1.jar:/soft/hbase/bin/../lib/guava-12.0.1.jar:/soft/hbase/bin/../lib/guice-3.0.jar:/soft/hbase/bin/../lib/guice-servlet-3.0.jar:/soft/hbase/bin/../lib/hadoop-annotations-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-auth-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-hdfs-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-app-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-core-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-jobclient-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-shuffle-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-api-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-server-common-2.5.1.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-client-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-examples-1.2.6.jar:/soft/hbase/bin/../lib/hbase-external-blockcache-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop2-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-prefix-tree-1.2.6.jar:/soft/hbase/bin/../lib/hbase-procedure-1.2.6.jar:/soft/hbase/bin/../lib/hbase-protocol-1.2.6.jar:/soft/hbase/bin/../lib/hbase-resource-bundle-1.2.6.jar:/soft/hbase/bin/../lib/hbase-rest-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-shell-1.2.6.jar:/soft/hbase/bin/../lib/hbase-thrift-1.2.6.jar:/soft/hbase/bin/../lib/htrace-core-3.1.0-incubating.jar:/soft/hbase/bin/../lib/httpclient-4.2.5.jar:/soft/hbase/bin/../lib/httpcore-4.4.1.jar:/soft/hbase/bin/../lib/jackson-core-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-jaxrs-1.9.13.jar:/soft/hbase/bin/../lib/jackson-mapper-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-xc-1.9.13.jar:/soft/hbase/bin/../lib/jamon-runtime-2.4.1.jar:/soft/hbase/bin/../lib/jasper-compiler-5.5.23.jar:/soft/hbase/bin/../lib/jasper-runtime-5.5.23.jar:/soft/hbase/bin/../lib/javax.inject-1.jar:/soft/hbase/bin/../lib/java-xmlbuilder-0.4.jar:/soft/hbase/bin/../lib/jaxb-api-2.2.2.jar:/soft/hbase/bin/../lib/jaxb-impl-2.2.3-1.jar:/soft/hbase/bin/../lib/jcodings-1.0.8.jar:/soft/hbase/bin/../lib/jersey-client-1.9.jar:/soft/hbase/bin/../lib/jersey-core-1.9.jar:/soft/hbase/bin/../lib/jersey-guice-1.9.jar:/soft/hbase/bin/../lib/jersey-json-1.9.jar:/soft/hbase/bin/../lib/jersey-server-1.9.jar:/soft/hbase/bin/../lib/jets3t-0.9.0.jar:/soft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*::/soft/hive/lib/*:/contrib/capacity-scheduler/*.jar:/conf:/lib/*' -Djava.library.path=:/soft/hadoop-2.7./lib/native:/soft/hadoop-2.7./lib/native org.apache.flume.node.Application -f /soft/flume/conf/yinzhengjie_regexhbase.conf -n a1
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-flume-1.8.-bin/lib/slf4j-log4j12-1.6..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
// :: INFO node.PollingPropertiesFileConfigurationProvider: Configuration provider starting
// :: INFO node.PollingPropertiesFileConfigurationProvider: Reloading configuration file:/soft/flume/conf/yinzhengjie_regexhbase.conf
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Post-validation flume configuration contains configuration for agents: [a1]
// :: INFO node.AbstractConfigurationProvider: Creating channels
// :: INFO channel.DefaultChannelFactory: Creating instance of channel c1 type memory
// :: INFO node.AbstractConfigurationProvider: Created channel c1
// :: INFO source.DefaultSourceFactory: Creating instance of source r1, type netcat
// :: INFO sink.DefaultSinkFactory: Creating instance of sink: k1, type: hbase
// :: INFO hbase.HBaseSink: The write to WAL option is set to: true
// :: INFO node.AbstractConfigurationProvider: Channel c1 connected to [r1, k1]
// :: INFO node.Application: Starting new configuration:{ sourceRunners:{r1=EventDrivenSourceRunner: { source:org.apache.flume.source.NetcatSource{name:r1,state:IDLE} }} sinkRunners:{k1=SinkRunner: { policy:org.apache.flume.sink.DefaultSinkProcessor@4cf348bb counterGroup:{ name:null counters:{} } }} channels:{c1=org.apache.flume.channel.MemoryChannel{name: c1}} }
// :: INFO node.Application: Starting Channel c1
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: CHANNEL, name: c1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: CHANNEL, name: c1 started
// :: INFO node.Application: Starting Sink k1
// :: INFO node.Application: Starting Source r1
// :: INFO source.NetcatSource: Source starting
// :: INFO source.NetcatSource: Created serverSocket:sun.nio.ch.ServerSocketChannelImpl[/127.0.0.1:]
// :: INFO zookeeper.RecoverableZooKeeper: Process identifier=hconnection-0x6d18aff1 connecting to ZooKeeper ensemble=s102:,s103:,s104:
// :: INFO zookeeper.ZooKeeper: Client environment:zookeeper.version=3.4.-, built on // : GMT
// :: INFO zookeeper.ZooKeeper: Client environment:host.name=s101
// :: INFO zookeeper.ZooKeeper: Client environment:java.version=1.8.0_131
// :: INFO zookeeper.ZooKeeper: Client environment:java.vendor=Oracle Corporation
// :: INFO zookeeper.ZooKeeper: Client environment:java.home=/soft/jdk1..0_131/jre
// :: INFO zookeeper.ZooKeeper: Client environment:java.class.path=/soft/flume/lib/flume-ng-configuration-1.8..jar:/soft/flume/lib/slf4j-api-1.6..jar:/soft/flume/lib/slf4j-log4j12-1.6..jar:/soft/flume/lib/log4j-1.2..jar:/soft/flume/lib/guava-11.0..jar:/soft/flume/lib/jsr305-1.3..jar:/soft/flume/lib/flume-ng-sdk-1.8..jar:/soft/flume/lib/avro-1.7..jar:/soft/flume/lib/jackson-core-asl-1.9..jar:/soft/flume/lib/jackson-mapper-asl-1.9..jar:/soft/flume/lib/paranamer-2.3.jar:/soft/flume/lib/snappy-java-1.1..jar:/soft/flume/lib/commons-compress-1.4..jar:/soft/flume/lib/xz-1.0.jar:/soft/flume/lib/avro-ipc-1.7..jar:/soft/flume/lib/jetty-6.1..jar:/soft/flume/lib/jetty-util-6.1..jar:/soft/flume/lib/velocity-1.7.jar:/soft/flume/lib/commons-collections-3.2..jar:/soft/flume/lib/commons-lang-2.5.jar:/soft/flume/lib/netty-3.9..Final.jar:/soft/flume/lib/libthrift-0.9..jar:/soft/flume/lib/httpclient-4.2..jar:/soft/flume/lib/httpcore-4.4..jar:/soft/flume/lib/commons-logging-1.1..jar:/soft/flume/lib/commons-codec-1.8.jar:/soft/flume/lib/flume-ng-core-1.8..jar:/soft/flume/lib/flume-ng-auth-1.8..jar:/soft/flume/lib/commons-io-2.1.jar:/soft/flume/lib/commons-cli-1.2.jar:/soft/flume/lib/joda-time-2.9..jar:/soft/flume/lib/servlet-api-2.5-.jar:/soft/flume/lib/gson-2.2..jar:/soft/flume/lib/mina-core-2.0..jar:/soft/flume/lib/flume-ng-embedded-agent-1.8..jar:/soft/flume/lib/flume-ng-node-1.8..jar:/soft/flume/lib/flume-hdfs-sink-1.8..jar:/soft/flume/lib/flume-irc-sink-1.8..jar:/soft/flume/lib/irclib-1.10.jar:/soft/flume/lib/flume-jdbc-channel-1.8..jar:/soft/flume/lib/commons-dbcp-1.4.jar:/soft/flume/lib/commons-pool-1.5..jar:/soft/flume/lib/derby-10.11.1.1.jar:/soft/flume/lib/flume-file-channel-1.8..jar:/soft/flume/lib/protobuf-java-2.5..jar:/soft/flume/lib/mapdb-0.9..jar:/soft/flume/lib/flume-spillable-memory-channel-1.8..jar:/soft/flume/lib/apache-log4j-extras-1.1.jar:/soft/flume/lib/curator-framework-2.6..jar:/soft/flume/lib/curator-client-2.6..jar:/soft/flume/lib/curator-recipes-2.6..jar:/soft/flume/lib/flume-kafka-channel-1.8..jar:/soft/flume/lib/kafka_2.-0.9.0.1.jar:/soft/flume/lib/zkclient-0.7.jar:/soft/flume/lib/kafka-clients-0.9.0.1.jar:/soft/flume/lib/lz4-1.2..jar:/soft/flume/lib/metrics-core-2.2..jar:/soft/flume/lib/scala-library-2.10..jar:/soft/flume/lib/jopt-simple-3.2.jar:/soft/flume/lib/flume-ng-hbase-sink-1.8..jar:/soft/flume/lib/asynchbase-1.7..jar:/soft/flume/lib/async-1.4..jar:/soft/flume/lib/flume-http-sink-1.8..jar:/soft/flume/lib/flume-ng-elasticsearch-sink-1.8..jar:/soft/flume/lib/flume-ng-morphline-solr-sink-1.8..jar:/soft/flume/lib/flume-ng-kafka-sink-1.8..jar:/soft/flume/lib/flume-scribe-source-1.8..jar:/soft/flume/lib/flume-jms-source-1.8..jar:/soft/flume/lib/geronimo-jms_1.1_spec-1.1..jar:/soft/flume/lib/flume-twitter-source-1.8..jar:/soft/flume/lib/twitter4j-core-3.0..jar:/soft/flume/lib/twitter4j-media-support-3.0..jar:/soft/flume/lib/twitter4j-stream-3.0..jar:/soft/flume/lib/flume-kafka-source-1.8..jar:/soft/flume/lib/flume-avro-source-1.8..jar:/soft/flume/lib/flume-thrift-source-1.8..jar:/soft/flume/lib/flume-taildir-source-1.8..jar:/soft/flume/lib/flume-ng-log4jappender-1.8..jar:/soft/flume/lib/flume-tools-1.8..jar:/soft/flume/lib/flume-dataset-sink-1.8..jar:/soft/flume/lib/kite-data-core-1.0..jar:/soft/flume/lib/kite-hadoop-compatibility-1.0..jar:/soft/flume/lib/parquet-avro-1.4..jar:/soft/flume/lib/parquet-column-1.4..jar:/soft/flume/lib/parquet-common-1.4..jar:/soft/flume/lib/parquet-encoding-1.4..jar:/soft/flume/lib/parquet-generator-1.4..jar:/soft/flume/lib/parquet-hadoop-1.4..jar:/soft/flume/lib/parquet-format-2.0..jar:/soft/flume/lib/parquet-jackson-1.4..jar:/soft/flume/lib/opencsv-2.3.jar:/soft/flume/lib/commons-jexl-2.1..jar:/soft/flume/lib/jackson-databind-2.8..jar:/soft/flume/lib/jackson-annotations-2.8..jar:/soft/flume/lib/jackson-core-2.8..jar:/soft/flume/lib/kite-data-hive-1.0..jar:/soft/flume/lib/parquet-hive-bundle-1.4..jar:/soft/flume/lib/kite-data-hbase-1.0..jar:/soft/flume/lib/flume-hive-sink-1.8..jar:/soft/flume/lib/xercesImpl-2.9..jar:/soft/flume/lib/xml-apis-1.3..jar:/soft/flume/lib/serializer-2.7..jar:/soft/flume/lib/xalan-2.7..jar:/soft/hadoop-2.7./etc/hadoop:/soft/hadoop-2.7./share/hadoop/common/lib/jaxb-impl-2.2.-.jar:/soft/hadoop-2.7./share/hadoop/common/lib/jaxb-api-2.2..jar:/soft/hadoop-2.7./share/hadoop/common/lib/stax-api-1.0-.jar:/soft/hadoop-2.7./share/hadoop/common/lib/activation-1.1.jar:/soft/hadoop-2.7./share/hadoop/common/lib/jackson-core-asl-1.9..jar:/soft/hadoop-2.7./share/hadoop/common/lib/jackson-mapper-asl-1.9..jar:/soft/hadoop-2.7./share/hadoop/common/lib/jackson-jaxrs-1.9..jar:/soft/hadoop-2.7./share/hadoop/common/lib/jackson-xc-1.9..jar:/soft/hadoop-2.7./share/hadoop/common/lib/jersey-server-1.9.jar:/soft/hadoop-2.7./share/hadoop/common/lib/asm-3.2.jar:/soft/hadoop-2.7./share/hadoop/common/lib/log4j-1.2..jar:/soft/hadoop-2.7./share/hadoop/common/lib/jets3t-0.9..jar:/soft/hadoop-2.7./share/hadoop/common/lib/httpclient-4.2..jar:/soft/hadoop-2.7./share/hadoop/common/lib/httpcore-4.2..jar:/soft/hadoop-2.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oft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/jaxb-impl-2.2.3-1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jaxb-api-2.2.2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/stax-api-1.0-2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/activation-1.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jackson-core-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jackson-mapper-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jackson-jaxrs-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jackson-xc-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jersey-server-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/asm-3.2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/log4j-1.2.17.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jets3t-0.9.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/httpclient-4.2.5.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/httpcore-4.2.5.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/java-xmlbuilder-0.4.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-lang-2.6.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-configuration-1.6.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-digester-1.8.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-beanutils-1.7.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-beanutils-core-1.8.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/slf4j-api-1.7.10.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/slf4j-log4j12-1.7.10.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/avro-1.7.4.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/paranamer-2.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/snappy-java-1.0.4.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-compress-1.4.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/xz-1.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/protobuf-java-2.5.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/gson-2.2.4.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/hadoop-auth-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/apacheds-i18n-2.0.0-M15.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/api-asn1-api-1.0.0-M20.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/api-util-1.0.0-M20.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/netty-3.6.2.Final.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/curator-framework-2.7.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/curator-client-2.7.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jsch-0.1.42.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/curator-recipes-2.7.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/htrace-core-3.1.0-incubating.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/junit-4.11.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/hamcrest-core-1.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/mockito-all-1.8.5.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/hadoop-annotations-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/guava-11.0.2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jsr305-3.0.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-cli-1.2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-math3-3.1.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/xmlenc-0.52.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-httpclient-3.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-logging-1.1.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-codec-1.4.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-io-2.4.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-net-3.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/commons-collections-3.2.2.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/servlet-api-2.5.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jetty-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jetty-util-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jsp-api-2.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jersey-core-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jersey-json-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/jettison-1.1.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/lzo-core-1.0.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/lzo-hadoop-1.0.0.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/fastjson-1.2.47.jar:/soft/hadoop-2.7.3/share/hadoop/common/lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hadoop-2.7.3/share/hadoop/common/hadoop-common-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/common/hadoop-common-2.7.3-tests.jar:/soft/hadoop-2.7.3/share/hadoop/common/hadoop-nfs-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-codec-1.4.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/log4j-1.2.17.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-logging-1.1.3.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/netty-3.6.2.Final.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/guava-11.0.2.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jsr305-3.0.0.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-cli-1.2.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/xmlenc-0.52.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-io-2.4.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/servlet-api-2.5.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jetty-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jetty-util-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jersey-core-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jackson-core-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jackson-mapper-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/jersey-server-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/asm-3.2.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-lang-2.6.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/protobuf-java-2.5.0.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/htrace-core-3.1.0-incubating.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/commons-daemon-1.0.13.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/netty-all-4.0.23.Final.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/xercesImpl-2.9.1.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/xml-apis-1.3.04.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/leveldbjni-all-1.8.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/hadoop-hdfs-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/hadoop-hdfs-2.7.3-tests.jar:/soft/hadoop-2.7.3/share/hadoop/hdfs/hadoop-hdfs-nfs-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/zookeeper-3.4.6-tests.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-lang-2.6.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/guava-11.0.2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jsr305-3.0.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-logging-1.1.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/protobuf-java-2.5.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-cli-1.2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/log4j-1.2.17.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jaxb-api-2.2.2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/stax-api-1.0-2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/activation-1.1.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-compress-1.4.1.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/xz-1.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/servlet-api-2.5.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-codec-1.4.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jetty-util-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jersey-core-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jersey-client-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jackson-core-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jackson-mapper-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jackson-jaxrs-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jackson-xc-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/guice-servlet-3.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/guice-3.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/javax.inject-1.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/aopalliance-1.0.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-io-2.4.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jersey-server-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/asm-3.2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jersey-json-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jettison-1.1.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jaxb-impl-2.2.3-1.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jersey-guice-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/netty-3.6.2.Final.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/leveldbjni-all-1.8.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/commons-collections-3.2.2.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/jetty-6.1.26.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-api-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-common-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-common-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-nodemanager-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-web-proxy-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-applicationhistoryservice-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-resourcemanager-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-tests-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-client-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-server-sharedcachemanager-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-applications-distributedshell-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-applications-unmanaged-am-launcher-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/yarn/hadoop-yarn-registry-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/protobuf-java-2.5.0.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/avro-1.7.4.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/jackson-core-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/jackson-mapper-asl-1.9.13.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/paranamer-2.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/snappy-java-1.0.4.1.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/commons-compress-1.4.1.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/xz-1.0.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/hadoop-annotations-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/commons-io-2.4.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/jersey-core-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/jersey-server-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/asm-3.2.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/log4j-1.2.17.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/netty-3.6.2.Final.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/leveldbjni-all-1.8.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/guice-3.0.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/javax.inject-1.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/aopalliance-1.0.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/jersey-guice-1.9.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/guice-servlet-3.0.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/junit-4.11.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/hamcrest-core-1.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-core-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-common-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-shuffle-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-app-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-plugins-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-examples-2.7.3.jar:/soft/hadoop-2.7.3/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.7.3-tests.jar::/soft/hive/lib/hive-common-2.1.1.jar:/soft/hive/lib/hive-shims-2.1.1.jar:/soft/hive/lib/hive-shims-common-2.1.1.jar:/soft/hive/lib/log4j-slf4j-impl-2.4.1.jar:/soft/hive/lib/log4j-api-2.4.1.jar:/soft/hive/lib/guava-14.0.1.jar:/soft/hive/lib/commons-lang-2.6.jar:/soft/hive/lib/libthrift-0.9.3.jar:/soft/hive/lib/httpclient-4.4.jar:/soft/hive/lib/httpcore-4.4.jar:/soft/hive/lib/commons-logging-1.2.jar:/soft/hive/lib/commons-codec-1.4.jar:/soft/hive/lib/curator-framework-2.6.0.jar:/soft/hive/lib/curator-client-2.6.0.jar:/soft/hive/lib/zookeeper-3.4.6.jar:/soft/hive/lib/jline-2.12.jar:/soft/hive/lib/netty-3.7.0.Final.jar:/soft/hive/lib/hive-shims-0.23-2.1.1.jar:/soft/hive/lib/guice-servlet-3.0.jar:/soft/hive/lib/guice-3.0.jar:/soft/hive/lib/javax.inject-1.jar:/soft/hive/lib/aopalliance-1.0.jar:/soft/hive/lib/protobuf-java-2.5.0.jar:/soft/hive/lib/commons-io-2.4.jar:/soft/hive/lib/activation-1.1.jar:/soft/hive/lib/jackson-jaxrs-1.9.2.jar:/soft/hive/lib/jackson-xc-1.9.2.jar:/soft/hive/lib/jersey-server-1.14.jar:/soft/hive/lib/asm-3.1.jar:/soft/hive/lib/commons-compress-1.9.jar:/soft/hive/lib/jetty-util-6.1.26.jar:/soft/hive/lib/jersey-client-1.9.jar:/soft/hive/lib/commons-cli-1.2.jar:/soft/hive/lib/commons-collections-3.2.2.jar:/soft/hive/lib/commons-httpclient-3.0.1.jar:/soft/hive/lib/junit-4.11.jar:/soft/hive/lib/hamcrest-core-1.3.jar:/soft/hive/lib/jetty-6.1.26.jar:/soft/hive/lib/hive-shims-scheduler-2.1.1.jar:/soft/hive/lib/hive-storage-api-2.1.1.jar:/soft/hive/lib/hive-orc-2.1.1.jar:/soft/hive/lib/jasper-compiler-5.5.23.jar:/soft/hive/lib/jasper-runtime-5.5.23.jar:/soft/hive/lib/commons-el-1.0.jar:/soft/hive/lib/gson-2.2.4.jar:/soft/hive/lib/curator-recipes-2.6.0.jar:/soft/hive/lib/jsr305-3.0.0.jar:/soft/hive/lib/snappy-0.2.jar:/soft/hive/lib/jetty-all-7.6.0.v20120127.jar:/soft/hive/lib/geronimo-jta_1.1_spec-1.1.1.jar:/soft/hive/lib/mail-1.4.1.jar:/soft/hive/lib/geronimo-jaspic_1.0_spec-1.0.jar:/soft/hive/lib/geronimo-annotation_1.0_spec-1.1.1.jar:/soft/hive/lib/asm-commons-3.1.jar:/soft/hive/lib/asm-tree-3.1.jar:/soft/hive/lib/javax.servlet-3.0.0.v201112011016.jar:/soft/hive/lib/joda-time-2.5.jar:/soft/hive/lib/log4j-1.2-api-2.4.1.jar:/soft/hive/lib/log4j-core-2.4.1.jar:/soft/hive/lib/log4j-web-2.4.1.jar:/soft/hive/lib/ant-1.9.1.jar:/soft/hive/lib/ant-launcher-1.9.1.jar:/soft/hive/lib/json-20090211.jar:/soft/hive/lib/metrics-core-3.1.0.jar:/soft/hive/lib/metrics-jvm-3.1.0.jar:/soft/hive/lib/metrics-json-3.1.0.jar:/soft/hive/lib/jackson-databind-2.4.2.jar:/soft/hive/lib/jackson-annotations-2.4.0.jar:/soft/hive/lib/jackson-core-2.4.2.jar:/soft/hive/lib/dropwizard-metrics-hadoop-metrics2-reporter-0.1.2.jar:/soft/hive/lib/hive-serde-2.1.1.jar:/soft/hive/lib/hive-service-rpc-2.1.1.jar:/soft/hive/lib/jsp-api-2.0.jar:/soft/hive/lib/servlet-api-2.4.jar:/soft/hive/lib/ant-1.6.5.jar:/soft/hive/lib/libfb303-0.9.3.jar:/soft/hive/lib/avro-1.7.7.jar:/soft/hive/lib/paranamer-2.3.jar:/soft/hive/lib/snappy-java-1.0.5.jar:/soft/hive/lib/opencsv-2.3.jar:/soft/hive/lib/parquet-hadoop-bundle-1.8.1.jar:/soft/hive/lib/hive-metastore-2.1.1.jar:/soft/hive/lib/javolution-5.5.1.jar:/soft/hive/lib/hbase-client-1.1.1.jar:/soft/hive/lib/hbase-annotations-1.1.1.jar:/soft/hive/lib/findbugs-annotations-1.3.9-1.jar:/soft/hive/lib/hbase-common-1.1.1.jar:/soft/hive/lib/hbase-protocol-1.1.1.jar:/soft/hive/lib/htrace-core-3.1.0-incubating.jar:/soft/hive/lib/netty-all-4.0.23.Final.jar:/soft/hive/lib/jcodings-1.0.8.jar:/soft/hive/lib/joni-2.1.2.jar:/soft/hive/lib/bonecp-0.8.0.RELEASE.jar:/soft/hive/lib/derby-10.10.2.0.jar:/soft/hive/lib/datanucleus-api-jdo-4.2.1.jar:/soft/hive/lib/datanucleus-core-4.1.6.jar:/soft/hive/lib/datanucleus-rdbms-4.1.7.jar:/soft/hive/lib/commons-pool-1.5.4.jar:/soft/hive/lib/commons-dbcp-1.4.jar:/soft/hive/lib/jdo-api-3.0.1.jar:/soft/hive/lib/jta-1.1.jar:/soft/hive/lib/javax.jdo-3.2.0-m3.jar:/soft/hive/lib/transaction-api-1.1.jar:/soft/hive/lib/antlr-runtime-3.4.jar:/soft/hive/lib/stringtemplate-3.2.1.jar:/soft/hive/lib/antlr-2.7.7.jar:/soft/hive/lib/tephra-api-0.6.0.jar:/soft/hive/lib/tephra-core-0.6.0.jar:/soft/hive/lib/guice-assistedinject-3.0.jar:/soft/hive/lib/fastutil-6.5.6.jar:/soft/hive/lib/twill-common-0.6.0-incubating.jar:/soft/hive/lib/twill-core-0.6.0-incubating.jar:/soft/hive/lib/twill-api-0.6.0-incubating.jar:/soft/hive/lib/twill-discovery-api-0.6.0-incubating.jar:/soft/hive/lib/twill-zookeeper-0.6.0-incubating.jar:/soft/hive/lib/twill-discovery-core-0.6.0-incubating.jar:/soft/hive/lib/tephra-hbase-compat-1.0-0.6.0.jar:/soft/hive/lib/hive-testutils-2.1.1.jar:/soft/hive/lib/tempus-fugit-1.1.jar:/soft/hive/lib/hive-exec-2.1.1.jar:/soft/hive/lib/hive-ant-2.1.1.jar:/soft/hive/lib/velocity-1.5.jar:/soft/hive/lib/hive-llap-tez-2.1.1.jar:/soft/hive/lib/hive-llap-client-2.1.1.jar:/soft/hive/lib/hive-llap-common-2.1.1.jar:/soft/hive/lib/commons-lang3-3.1.jar:/soft/hive/lib/ST4-4.0.4.jar:/soft/hive/lib/ivy-2.4.0.jar:/soft/hive/lib/groovy-all-2.4.4.jar:/soft/hive/lib/calcite-core-1.6.0.jar:/soft/hive/lib/calcite-avatica-1.6.0.jar:/soft/hive/lib/calcite-linq4j-1.6.0.jar:/soft/hive/lib/eigenbase-properties-1.1.5.jar:/soft/hive/lib/janino-2.7.6.jar:/soft/hive/lib/commons-compiler-2.7.6.jar:/soft/hive/lib/pentaho-aggdesigner-algorithm-5.1.5-jhyde.jar:/soft/hive/lib/stax-api-1.0.1.jar:/soft/hive/lib/hive-service-2.1.1.jar:/soft/hive/lib/hive-llap-server-2.1.1.jar:/soft/hive/lib/slider-core-0.90.2-incubating.jar:/soft/hive/lib/jcommander-1.32.jar:/soft/hive/lib/jsp-api-2.1.jar:/soft/hive/lib/hbase-hadoop2-compat-1.1.1.jar:/soft/hive/lib/hbase-hadoop-compat-1.1.1.jar:/soft/hive/lib/commons-math-2.2.jar:/soft/hive/lib/metrics-core-2.2.0.jar:/soft/hive/lib/hbase-server-1.1.1.jar:/soft/hive/lib/hbase-procedure-1.1.1.jar:/soft/hive/lib/hbase-common-1.1.1-tests.jar:/soft/hive/lib/hbase-prefix-tree-1.1.1.jar:/soft/hive/lib/jetty-sslengine-6.1.26.jar:/soft/hive/lib/jsp-2.1-6.1.14.jar:/soft/hive/lib/jsp-api-2.1-6.1.14.jar:/soft/hive/lib/servlet-api-2.5-6.1.14.jar:/soft/hive/lib/jamon-runtime-2.3.1.jar:/soft/hive/lib/disruptor-3.3.0.jar:/soft/hive/lib/jpam-1.1.jar:/soft/hive/lib/hive-jdbc-2.1.1.jar:/soft/hive/lib/hive-beeline-2.1.1.jar:/soft/hive/lib/super-csv-2.2.0.jar:/soft/hive/lib/hive-cli-2.1.1.jar:/soft/hive/lib/hive-contrib-2.1.1.jar:/soft/hive/lib/hive-hbase-handler-2.1.1.jar:/soft/hive/lib/hbase-hadoop2-compat-1.1.1-tests.jar:/soft/hive/lib/hive-hwi-2.1.1.jar:/soft/hive/lib/jetty-all-server-7.6.0.v20120127.jar:/soft/hive/lib/hive-accumulo-handler-2.1.1.jar:/soft/hive/lib/accumulo-core-1.6.0.jar:/soft/hive/lib/accumulo-fate-1.6.0.jar:/soft/hive/lib/accumulo-start-1.6.0.jar:/soft/hive/lib/commons-vfs2-2.0.jar:/soft/hive/lib/maven-scm-api-1.4.jar:/soft/hive/lib/plexus-utils-1.5.6.jar:/soft/hive/lib/maven-scm-provider-svnexe-1.4.jar:/soft/hive/lib/maven-scm-provider-svn-commons-1.4.jar:/soft/hive/lib/regexp-1.3.jar:/soft/hive/lib/accumulo-trace-1.6.0.jar:/soft/hive/lib/hive-llap-ext-client-2.1.1.jar:/soft/hive/lib/hive-hplsql-2.1.1.jar:/soft/hive/lib/antlr4-runtime-4.5.jar:/soft/hive/lib/org.abego.treelayout.core-1.0.1.jar:/soft/hive/lib/mysql-connector-java-5.1.41.jar:/contrib/capacity-scheduler/*.jar:/conf:/lib/*
18/06/19 23:18:46 INFO zookeeper.ZooKeeper: Client environment:java.library.path=:/soft/hadoop-2.7.3/lib/native:/soft/hadoop-2.7.3/lib/native
18/06/19 23:18:46 INFO zookeeper.ZooKeeper: Client environment:java.io.tmpdir=/tmp
18/06/19 23:18:46 INFO zookeeper.ZooKeeper: Client environment:java.compiler=<NA>
18/06/19 23:18:46 INFO zookeeper.ZooKeeper: Client environment:os.name=Linux
18/06/19 23:18:46 INFO zookeeper.ZooKeeper: Client environment:os.arch=amd64
18/06/19 23:18:46 INFO zookeeper.ZooKeeper: Client environment:os.version=3.10.0-327.el7.x86_64
18/06/19 23:18:46 INFO zookeeper.ZooKeeper: Client environment:user.name=yinzhengjie
18/06/19 23:18:46 INFO zookeeper.ZooKeeper: Client environment:user.home=/home/yinzhengjie
18/06/19 23:18:46 INFO zookeeper.ZooKeeper: Client environment:user.dir=/home/yinzhengjie
18/06/19 23:18:46 INFO zookeeper.ZooKeeper: Initiating client connection, connectString=s102:2181,s103:2181,s104:2181 sessionTimeout=90000 watcher=hconnection-0x6d18aff10x0, quorum=s102:2181,s103:2181,s104:2181, baseZNode=/hbase
18/06/19 23:18:46 INFO zookeeper.ClientCnxn: Opening socket connection to server s103/172.30.100.103:2181. Will not attempt to authenticate using SASL (unknown error)
18/06/19 23:18:46 INFO zookeeper.ClientCnxn: Socket connection established to s103/172.30.100.103:2181, initiating session
18/06/19 23:18:46 INFO zookeeper.ClientCnxn: Session establishment complete on server s103/172.30.100.103:2181, sessionid = 0x670000fa82d3000d, negotiated timeout = 40000
18/06/19 23:18:48 INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SINK, name: k1: Successfully registered new MBean.
18/06/19 23:18:48 INFO instrumentation.MonitoredCounterGroup: Component type: SINK, name: k1 started

[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_regexhbase.conf -n a1

　　d>.source端产生数据（启动nc）：

　　e>.查看hbase中的数据

七.将数据写入到Hive中（Hive Sink）

1>.Hive Sink 功能

 　　答：我们可以根据官方文档中所介绍的，将数据写入到Hive中，需要启动hive的事务性并创建事物表（orc表时支持事物的）。

2>.官方介绍

3>.案例展示

　　a>.实际配置参数：

[yinzhengjie@s101 ~]$ more /soft/flume/conf/yinzhengjie_hive.conf
# Name the components on this agent
a1.sources = r1
a1.sinks = k1
a1.channels = c1

# Describe/configure the source
a1.sources.r1.type = netcat
a1.sources.r1.bind = localhost
a1.sources.r1.port = 

# 设置hive sink
a1.sinks.k1.type = hive
# 启动hive的metastore， hive --service metastore
a1.sinks.k1.hive.metastore = thrift://s101:9083
a1.sinks.k1.hive.database = yinzhengjie
# 需要创建事务表
a1.sinks.k1.hive.table = yzj

# 指定列和字段的映射
a1.sinks.k1.serializer = DELIMITED
# 指定输入的格式,必须是双引号
a1.sinks.k1.serializer.delimiter = "\t"
# 指定hive存储文件展现方式，必须是单引号
a1.sinks.k1.serializer.serdeSeparator = '\t'
a1.sinks.k1.serializer.fieldnames =id,name,age

# Use a channel which buffers events in memory
a1.channels.c1.type = memory
a1.channels.c1.capacity =
a1.channels.c1.transactionCapacity = 

# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1
[yinzhengjie@s101 ~]$ 

　　b>.将hive所需要的会话依赖包拷贝到其依赖库中（当然你也可以通过修改“/etc/profile”来指定环境变量就不用做此步骤操作了）

[yinzhengjie@s101 ~]$ ls -l /soft/hive/hcatalog/share/hcatalog/
total
-rw-r--r--.  yinzhengjie yinzhengjie  Nov    hive-hcatalog-core-2.1..jar
-rw-r--r--.  yinzhengjie yinzhengjie   Nov    hive-hcatalog-pig-adapter-2.1..jar
-rw-r--r--.  yinzhengjie yinzhengjie   Nov    hive-hcatalog-server-extensions-2.1..jar
-rw-r--r--.  yinzhengjie yinzhengjie  Nov    hive-hcatalog-streaming-2.1..jar
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ cp /soft/hive/hcatalog/share/hcatalog/* /soft/hive/lib/
[yinzhengjie@s101 ~]$ 

　　c>.启动hive连接数据库（推荐使用“hive --service metastore”，因为它是直接连接数据库的，并且它不能调用MapReduce！而想要“hiveserver2 ”可以间接实现连接数据库，并且可以调用MapReduce，但是切记此处不要使用“hiveserver2 ”！因为我踩过这个坑）

[yinzhengjie@s101 ~]$ hive --service metastore
Starting Hive Metastore Server
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.

　　d>.创建事物表

[yinzhengjie@s101 ~]$ hive
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.

Logging initialized using configuration in jar:file:/soft/apache-hive-2.1.-bin/lib/hive-common-2.1..jar!/hive-log4j2.properties Async: true
default
yinzhengjie
Hive-on-MR is deprecated in Hive  and may not be available in the future versions. Consider using a different execution engine (i.e. spark, tez) or using Hive .X releases.
hive> SET hive.support.concurrency = true;
hive> SET hive.enforce.bucketing = true;
hive> SET hive.exec.dynamic.partition.mode = nonstrict;
hive> SET hive.txn.manager = org.apache.hadoop.hive.ql.lockmgr.DbTxnManager;
hive> SET hive.compactor.initiator.on = true;
hive> SET hive.compactor.worker.threads = ;
hive> show databases;
OK
default
yinzhengjie
Time taken: 0.063 seconds, Fetched:  row(s)
hive> use yinzhengjie;
OK
Time taken: 0.019 seconds
hive> create table yzj(id int ,name string, age int ) clustered by (id) into  buckets stored as orc TBLPROPERTIES('transactional'='true');
OK
Time taken: 0.216 seconds
hive> 

　　e>.启动agent进程

[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_hive.conf -n a1
Warning: No configuration directory set! Use --conf <dir> to override.
Warning: JAVA_HOME is not set!
Info: Including Hadoop libraries found via (/soft/hadoop/bin/hadoop) for HDFS access
Info: Including HBASE libraries found via (/soft/hbase/bin/hbase) for HBASE access
Info: Including Hive libraries found via () for Hive access
+ exec /soft/jdk/bin/java -Xmx20m -cp '/soft/flume/lib/*:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*:/contrib/capacity-scheduler/*.jar:/soft/hbase/bin/../conf:/soft/jdk//lib/tools.jar:/soft/hbase/bin/..:/soft/hbase/bin/../lib/activation-1.1.jar:/soft/hbase/bin/../lib/aopalliance-1.0.jar:/soft/hbase/bin/../lib/apacheds-i18n-2.0.0-M15.jar:/soft/hbase/bin/../lib/apacheds-kerberos-codec-2.0.0-M15.jar:/soft/hbase/bin/../lib/api-asn1-api-1.0.0-M20.jar:/soft/hbase/bin/../lib/api-util-1.0.0-M20.jar:/soft/hbase/bin/../lib/asm-3.1.jar:/soft/hbase/bin/../lib/avro-1.7.4.jar:/soft/hbase/bin/../lib/commons-beanutils-1.7.0.jar:/soft/hbase/bin/../lib/commons-beanutils-core-1.8.0.jar:/soft/hbase/bin/../lib/commons-cli-1.2.jar:/soft/hbase/bin/../lib/commons-codec-1.9.jar:/soft/hbase/bin/../lib/commons-collections-3.2.2.jar:/soft/hbase/bin/../lib/commons-compress-1.4.1.jar:/soft/hbase/bin/../lib/commons-configuration-1.6.jar:/soft/hbase/bin/../lib/commons-daemon-1.0.13.jar:/soft/hbase/bin/../lib/commons-digester-1.8.jar:/soft/hbase/bin/../lib/commons-el-1.0.jar:/soft/hbase/bin/../lib/commons-httpclient-3.1.jar:/soft/hbase/bin/../lib/commons-io-2.4.jar:/soft/hbase/bin/../lib/commons-lang-2.6.jar:/soft/hbase/bin/../lib/commons-logging-1.2.jar:/soft/hbase/bin/../lib/commons-math-2.2.jar:/soft/hbase/bin/../lib/commons-math3-3.1.1.jar:/soft/hbase/bin/../lib/commons-net-3.1.jar:/soft/hbase/bin/../lib/disruptor-3.3.0.jar:/soft/hbase/bin/../lib/findbugs-annotations-1.3.9-1.jar:/soft/hbase/bin/../lib/guava-12.0.1.jar:/soft/hbase/bin/../lib/guice-3.0.jar:/soft/hbase/bin/../lib/guice-servlet-3.0.jar:/soft/hbase/bin/../lib/hadoop-annotations-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-auth-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-hdfs-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-app-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-core-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-jobclient-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-mapreduce-client-shuffle-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-api-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-client-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-common-2.5.1.jar:/soft/hbase/bin/../lib/hadoop-yarn-server-common-2.5.1.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6.jar:/soft/hbase/bin/../lib/hbase-annotations-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-client-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6.jar:/soft/hbase/bin/../lib/hbase-common-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-examples-1.2.6.jar:/soft/hbase/bin/../lib/hbase-external-blockcache-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop2-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-hadoop-compat-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6.jar:/soft/hbase/bin/../lib/hbase-it-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-prefix-tree-1.2.6.jar:/soft/hbase/bin/../lib/hbase-procedure-1.2.6.jar:/soft/hbase/bin/../lib/hbase-protocol-1.2.6.jar:/soft/hbase/bin/../lib/hbase-resource-bundle-1.2.6.jar:/soft/hbase/bin/../lib/hbase-rest-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6.jar:/soft/hbase/bin/../lib/hbase-server-1.2.6-tests.jar:/soft/hbase/bin/../lib/hbase-shell-1.2.6.jar:/soft/hbase/bin/../lib/hbase-thrift-1.2.6.jar:/soft/hbase/bin/../lib/htrace-core-3.1.0-incubating.jar:/soft/hbase/bin/../lib/httpclient-4.2.5.jar:/soft/hbase/bin/../lib/httpcore-4.4.1.jar:/soft/hbase/bin/../lib/jackson-core-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-jaxrs-1.9.13.jar:/soft/hbase/bin/../lib/jackson-mapper-asl-1.9.13.jar:/soft/hbase/bin/../lib/jackson-xc-1.9.13.jar:/soft/hbase/bin/../lib/jamon-runtime-2.4.1.jar:/soft/hbase/bin/../lib/jasper-compiler-5.5.23.jar:/soft/hbase/bin/../lib/jasper-runtime-5.5.23.jar:/soft/hbase/bin/../lib/javax.inject-1.jar:/soft/hbase/bin/../lib/java-xmlbuilder-0.4.jar:/soft/hbase/bin/../lib/jaxb-api-2.2.2.jar:/soft/hbase/bin/../lib/jaxb-impl-2.2.3-1.jar:/soft/hbase/bin/../lib/jcodings-1.0.8.jar:/soft/hbase/bin/../lib/jersey-client-1.9.jar:/soft/hbase/bin/../lib/jersey-core-1.9.jar:/soft/hbase/bin/../lib/jersey-guice-1.9.jar:/soft/hbase/bin/../lib/jersey-json-1.9.jar:/soft/hbase/bin/../lib/jersey-server-1.9.jar:/soft/hbase/bin/../lib/jets3t-0.9.0.jar:/soft/hbase/bin/../lib/jettison-1.3.3.jar:/soft/hbase/bin/../lib/jetty-6.1.26.jar:/soft/hbase/bin/../lib/jetty-sslengine-6.1.26.jar:/soft/hbase/bin/../lib/jetty-util-6.1.26.jar:/soft/hbase/bin/../lib/joni-2.1.2.jar:/soft/hbase/bin/../lib/jruby-complete-1.6.8.jar:/soft/hbase/bin/../lib/jsch-0.1.42.jar:/soft/hbase/bin/../lib/jsp-2.1-6.1.14.jar:/soft/hbase/bin/../lib/jsp-api-2.1-6.1.14.jar:/soft/hbase/bin/../lib/junit-4.12.jar:/soft/hbase/bin/../lib/leveldbjni-all-1.8.jar:/soft/hbase/bin/../lib/libthrift-0.9.3.jar:/soft/hbase/bin/../lib/log4j-1.2.17.jar:/soft/hbase/bin/../lib/metrics-core-2.2.0.jar:/soft/hbase/bin/../lib/MyHbase-1.0-SNAPSHOT.jar:/soft/hbase/bin/../lib/netty-all-4.0.23.Final.jar:/soft/hbase/bin/../lib/paranamer-2.3.jar:/soft/hbase/bin/../lib/phoenix-4.10.0-HBase-1.2-client.jar:/soft/hbase/bin/../lib/protobuf-java-2.5.0.jar:/soft/hbase/bin/../lib/servlet-api-2.5-6.1.14.jar:/soft/hbase/bin/../lib/servlet-api-2.5.jar:/soft/hbase/bin/../lib/slf4j-api-1.7.7.jar:/soft/hbase/bin/../lib/slf4j-log4j12-1.7.5.jar:/soft/hbase/bin/../lib/snappy-java-1.0.4.1.jar:/soft/hbase/bin/../lib/spymemcached-2.11.6.jar:/soft/hbase/bin/../lib/xmlenc-0.52.jar:/soft/hbase/bin/../lib/xz-1.0.jar:/soft/hbase/bin/../lib/zookeeper-3.4.6.jar:/soft/hadoop-2.7.3/etc/hadoop:/soft/hadoop-2.7.3/share/hadoop/common/lib/*:/soft/hadoop-2.7.3/share/hadoop/common/*:/soft/hadoop-2.7.3/share/hadoop/hdfs:/soft/hadoop-2.7.3/share/hadoop/hdfs/lib/*:/soft/hadoop-2.7.3/share/hadoop/hdfs/*:/soft/hadoop-2.7.3/share/hadoop/yarn/lib/*:/soft/hadoop-2.7.3/share/hadoop/yarn/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/lib/*:/soft/hadoop-2.7.3/share/hadoop/mapreduce/*::/soft/hive/lib/*:/contrib/capacity-scheduler/*.jar:/conf:/lib/*' -Djava.library.path=:/soft/hadoop-2.7./lib/native:/soft/hadoop-2.7./lib/native org.apache.flume.node.Application -f /soft/flume/conf/yinzhengjie_hive.conf -n a1
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/soft/apache-flume-1.8.-bin/lib/slf4j-log4j12-1.6..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hadoop-2.7./share/hadoop/common/lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/phoenix-4.10.-HBase-1.2-client.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/hbase-1.2./lib/slf4j-log4j12-1.7..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/soft/apache-hive-2.1.-bin/lib/log4j-slf4j-impl-2.4..jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.
// :: INFO node.PollingPropertiesFileConfigurationProvider: Configuration provider starting
// :: INFO node.PollingPropertiesFileConfigurationProvider: Reloading configuration file:/soft/flume/conf/yinzhengjie_hive.conf
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Processing:k1
// :: INFO conf.FlumeConfiguration: Post-validation flume configuration contains configuration for agents: [a1]
// :: INFO node.AbstractConfigurationProvider: Creating channels
// :: INFO channel.DefaultChannelFactory: Creating instance of channel c1 type memory
// :: INFO node.AbstractConfigurationProvider: Created channel c1
// :: INFO source.DefaultSourceFactory: Creating instance of source r1, type netcat
// :: INFO sink.DefaultSinkFactory: Creating instance of sink: k1, type: hive
// :: INFO node.AbstractConfigurationProvider: Channel c1 connected to [r1, k1]
// :: INFO node.Application: Starting new configuration:{ sourceRunners:{r1=EventDrivenSourceRunner: { source:org.apache.flume.source.NetcatSource{name:r1,state:IDLE} }} sinkRunners:{k1=SinkRunner: { policy:org.apache.flume.sink.DefaultSinkProcessor@69c792a0 counterGroup:{ name:null counters:{} } }} channels:{c1=org.apache.flume.channel.MemoryChannel{name: c1}} }
// :: INFO node.Application: Starting Channel c1
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: CHANNEL, name: c1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: CHANNEL, name: c1 started
// :: INFO node.Application: Starting Sink k1
// :: INFO node.Application: Starting Source r1
// :: INFO source.NetcatSource: Source starting
// :: INFO instrumentation.MonitoredCounterGroup: Monitored counter group for type: SINK, name: k1: Successfully registered new MBean.
// :: INFO instrumentation.MonitoredCounterGroup: Component type: SINK, name: k1 started
// :: INFO hive.HiveSink: k1: Hive Sink k1 started
// :: INFO source.NetcatSource: Created serverSocket:sun.nio.ch.ServerSocketChannelImpl[/127.0.0.1:]

[yinzhengjie@s101 ~]$ flume-ng agent -f /soft/flume/conf/yinzhengjie_hive.conf -n a1

　　f>.source端产生数据（启动nc）：

　　g>.查看hive中的数据是否添加成功

 　　h>.查看hive在hdfs中的存储文件