Hadoop生态圈-flume日志收集工具完全分布式部署

　　　　　　　　　　　　　　　　　　　　　　　Hadoop生态圈-flume日志收集工具完全分布式部署

　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　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。

 　　目前为止，Hadoop的一个主流应用就是对于大规模web日志的分析和处理，因此想要把web服务的日志导入到Hadoop来进行分析就得借助日志收集工具了。目前主流的Hadoop日志收集工具能够跟Hadoop进行交接的有三个工具，即flume，scribe和chukwa。本篇博客的主角是Apache的flume。

一.主流日志收集工具简介

1>.flume

　　Flume是Cloudera提供的一个高可用的，高可靠的，分布式的海量日志采集、聚合和传输的系统，Flume支持在日志系统中定制各类数据发送方，用于收集数据；同时，Flume提供对数据进行简单处理，并写到各种数据接受方（可定制）的能力。

　　Flume最早是Cloudera提供的日志收集系统，目前是Apache下的一个孵化项目，Flume支持在日志系统中定制各类数据发送方，用于收集数据。详情请参考：http://flume.apache.org/

2>.scribe

　　Scribe是Facebook开源的日志收集系统，在Facebook内部已经得到的应用。它能够从各种日志源上收集日志，存储到一个中央存储系统（可以是NFS，分布式文件系统等）上，以便于进行集中统计分析处理。

3>.chukwa

　　Apache 的开源项目 hadoop， 作为一个分布式存储和计算系统，已经被业界广泛应用。很多大型企业都有了各自基于 hadoop 的应用和相关扩展。当 1000+ 以上个节点的 hadoop 集群变得常见时，集群自身的相关信息如何收集和分析呢？针对这个问题， Apache 同样提出了相应的解决方案，那就是 chukwa。

　　chukwa 的官方网站是这样描述自己的： chukwa 是一个开源的用于监控大型分布式系统的数据收集系统。这是构建在 hadoop 的 hdfs 和 map/reduce 框架之上的，继承了 hadoop 的可伸缩性和健壮性。　Chukwa 还包含了一个强大和灵活的工具集，可用于展示、监控和分析已收集的数据。 在一些网站上，甚至声称 chukwa 是一个“日志处理/分析的full stack solution”。 说了这么多，你心动了吗？详情请参考：http://chukwa.apache.org/

二.Flume简介

1>.访问Flume官网（http://flume.apache.org/）

2>.flume核心组件介绍

Flume的客户端时Agent，从官网查看的Flume架构图可以明显的看出它有三个组件，即source，channel以及sink。这三个组件的作用如下：

 　　　 a>.souce：生产源数据，负责监控并收集数据，相对于channel是生产者；

　　　　b>.channel：它是传输数据的通道，相当于数据缓冲区；

　　　　c>.sink：它是沉槽，负责将数据放置在指定位置，相对于channel是消费者；

三.Flume的完全分布式部署方式

 　　最新版本的部署方式请参考：http://flume.apache.org/FlumeUserGuide.html,以下是我部署Flume的详细笔记。

1>.解压并创建符号链接

[yinzhengjie@s101 data]$ tar zxf apache-flume-1.8.-bin.tar.gz -C /soft/
[yinzhengjie@s101 data]$ ln -s /soft/apache-flume-1.8.-bin/ /soft/flume
[yinzhengjie@s101 data]$ 

2>.修改环境变量并使之生效

[yinzhengjie@s101 data]$ sudo vi /etc/profile
[sudo] password for yinzhengjie:
[yinzhengjie@s101 data]$
[yinzhengjie@s101 data]$
[yinzhengjie@s101 data]$ tail - /etc/profile
#ADD Flume PATH
export FLUME_HOME=/soft/flume
PATH=$PATH:$FLUME_HOME/bin
[yinzhengjie@s101 data]$
[yinzhengjie@s101 data]$ source /etc/profile
[yinzhengjie@s101 data]$ 

3>.查看flume版本

[yinzhengjie@s101 data]$ flume-ng version
Flume 1.8.
Source code repository: https://git-wip-us.apache.org/repos/asf/flume.git
Revision: 99f591994468633fc6f8701c5fc53e0214b6da4f
Compiled by denes on Fri Sep  :: CEST
From source with checksum fbb44c8c8fb63a49be0a59e27316833d
[yinzhengjie@s101 data]$ 

4>.创建flume环境变量文件（flume-env.sh）

[yinzhengjie@s101 data]$ cp /soft/flume/conf/flume-env.sh.template  /soft/flume/conf/flume-env.sh
[yinzhengjie@s101 data]$
[yinzhengjie@s101 data]$
[yinzhengjie@s101 data]$ sed -i 's@# export JAVA_HOME=/usr/lib/jvm/java-8-oracle@export JAVA_HOME=/soft/jdk@g' /soft/flume/conf/flume-env.sh
[yinzhengjie@s101 data]$
[yinzhengjie@s101 data]$ more /soft/flume/conf/flume-env.sh | grep "JAVA_HOME"
export JAVA_HOME=/soft/jdk
[yinzhengjie@s101 data]$ 

5>.生产一个自定义配置文件（yinzhengjie.conf）

[yinzhengjie@s101 data]$ more /soft/flume/conf/yinzhengjie.conf
# example.conf: A single-node Flume configuration

# 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 = 

# Describe the sink
a1.sinks.k1.type = logger

# 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 data]$ 

6>.启动flume（flume-ng agent -f /soft/flume/conf/yinzhengjie.conf -n a1）

[yinzhengjie@s101 data]$ flume-ng agent -f /soft/flume/conf/yinzhengjie.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/*:/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.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.conf
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: 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: logger
// :: 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@68970aaa 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:]

7>.开启另一会话，启动netcat

[yinzhengjie@s101 ~]$ sudo yum -y install nc
Loaded plugins: fastestmirror
Loading mirror speeds from cached hostfile
 * base: mirrors.tuna.tsinghua.edu.cn
 * epel: mirrors.tuna.tsinghua.edu.cn
 * extras: mirrors.tuna.tsinghua.edu.cn
 * updates: mirrors.nwsuaf.edu.cn
Resolving Dependencies
--> Running transaction check
---> Package nmap-ncat.x86_64 :6.40-.el7 will be installed
--> Finished Dependency Resolution

Dependencies Resolved

================================================================================================================================================================================================================
 Package                                            Arch                                            Version                                                 Repository                                     Size
================================================================================================================================================================================================================
Installing:
 nmap-ncat                                          x86_64                                          :6.40-.el7                                           base                                           k

Transaction Summary
================================================================================================================================================================================================================
Install   Package

Total download size:  k
Installed size:  k
Downloading packages:
nmap-ncat-6.40-.el7.x86_64.rpm                                                                                                                                                         |  kB  ::
Running transaction check
Running transaction test
Transaction test succeeded
Running transaction
  Installing : :nmap-ncat-6.40-.el7.x86_64                                                                                                                                                               /
  Verifying  : :nmap-ncat-6.40-.el7.x86_64                                                                                                                                                               / 

Installed:
  nmap-ncat.x86_64 :6.40-.el7                                                                                                                                                                                

Complete!
[yinzhengjie@s101 ~]$

nc安装nc（[yinzhengjie@s101 ~]$ sudo yum -y install nc）

8>.在nc输入数据。flume会接收到数据（如果出现下图试验结果说明你flume部署成功啦！）

[yinzhengjie@s101 data]$ flume-ng agent -f /soft/flume/conf/yinzhengjie.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/*:/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.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.conf
// :: INFO conf.FlumeConfiguration: Added sinks: k1 Agent: a1
// :: 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: logger
// :: 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@68970aaa 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 sink.LoggerSink: Event: { headers:{} body: }
// :: INFO sink.LoggerSink: Event: { headers:{} body:   6E 7A   6E  6A                  yinzhengjie }
// :: INFO sink.LoggerSink: Event: { headers:{} body:                                          }
// :: INFO sink.LoggerSink: Event: { headers:{} body:                                   bigdata }

flume终端接收的详细信息（[yinzhengjie@s101 data]$ flume-ng agent -f /soft/flume/conf/yinzhengjie.conf -n a1）

 9>.将flume分发到其他节点（被分发的机器需要手动“source /etc/profile”文件方能正常使用！如果能重启的话就不用手动source）

[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/
=========== 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/apache-flume-1.8.-bin/
=========== 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 ~]$ su root
Password:
[root@s101 yinzhengjie]#
[root@s101 yinzhengjie]# xrsync.sh /etc/profile
=========== 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
[root@s101 yinzhengjie]# exit
exit
[yinzhengjie@s101 ~]$
[yinzhengjie@s101 ~]$