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Sink Prosessor - Flume的可靠性保证:故障转移、负载均衡

时间:2015-06-07 18:52:57      阅读:348      评论:0      收藏:0      [点我收藏+]

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Flume的一些组件(如Spooling Directory Source、File Channel)能够保证agent挂掉后不丢失数据。

1、负载均衡

1)Load balancing Sink Processor

source里的event流经channel,进入sink组,在sink组内部根据负载算法(round_robin、random)选择sink,后续可以选择不同机器上的agent实现负载均衡。

技术分享

技术分享

实例如下:

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# Name the components on this agent
a1.sources = r1
a1.sinks = k1 k2
a1.channels = c1
  
# Describe/configure the source
a1.sources.r1.type = exec
a1.sources.r1.channels=c1
a1.sources.r1.command=tail -F /home/flume/xx.log
 
#define sinkgroups
a1.sinkgroups=g1
a1.sinkgroups.g1.sinks=k1 k2
a1.sinkgroups.g1.processor.type=load_balance
a1.sinkgroups.g1.processor.backoff=true
a1.sinkgroups.g1.processor.selector=round_robin
 
#define the sink 1
a1.sinks.k1.type=avro
a1.sinks.k1.hostname=192.168.1.112
a1.sinks.k1.port=9876 
 
#define the sink 2
a1.sinks.k2.type=avro
a1.sinks.k2.hostname=192.168.1.113
a1.sinks.k2.port=9876
 
 
# Use a channel which buffers events in memory
a1.channels.c1.type = memory
a1.channels.c1.capacity = 1000
a1.channels.c1.transactionCapacity = 100
  
# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1
a1.sinks.k2.channel=c1

 

2)Load balancing Log4J Appender

不同的agent处理同一个client产生的数据。

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log4j.rootLogger=INFO,flume
log4j.appender.flume = org.apache.flume.clients.log4jappender.LoadBalancingLog4jAppender
log4j.appender.flume.Hosts = 192.168.1.111:41414 192.168.1.111:41414

 

2、故障转移

Failover Sink Processor

配置一组sink,这组sink组成一个Failover Sink Processor,当有一个sink处理失败,Flume将这个sink放到一个地方,等待冷却时间,可以正常处理event时再拿回来。

 

event通过通过一个channel流向一个sink组,在sink组内部根据优先级选择具体的sink,一个失败后再转向另一个sink,流程图如下:

技术分享

实例如下:

 

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# Name the components on this agent
a1.sources = r1
a1.sinks = k1 k2
a1.channels = c1
  
# Describe/configure the source
a1.sources.r1.type = exec
a1.sources.r1.channels=c1
a1.sources.r1.command=tail -F /home/flume/xx.log
 
#define sinkgroups
a1.sinkgroups=g1
a1.sinkgroups.g1.sinks=k1 k2
a1.sinkgroups.g1.processor.type=failover
a1.sinkgroups.g1.processor.priority.k1=10
a1.sinkgroups.g1.processor.priority.k2=5
a1.sinkgroups.g1.processor.maxpenalty=10000
 
#define the sink 1
a1.sinks.k1.type=avro
a1.sinks.k1.hostname=192.168.1.112
a1.sinks.k1.port=9876
 
#define the sink 2
a1.sinks.k2.type=avro
a1.sinks.k2.hostname=192.168.1.113
a1.sinks.k2.port=9876
 
 
# Use a channel which buffers events in memory
a1.channels.c1.type = memory
a1.channels.c1.capacity = 1000
a1.channels.c1.transactionCapacity = 100
 
# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1
a1.sinks.k2.channel=c1

 

 

 

 





Sink Prosessor - Flume的可靠性保证:故障转移、负载均衡

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原文地址:http://www.cnblogs.com/lishouguang/p/4558790.html

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