Flume案例八:负载均衡(Load balancing Sink Processor)

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本文接上篇博客:

Flume介绍、安装、使用案例、自定义Source/Sink、监控


Flume 版本:1.9.0



1.Flume负载均衡


需求:


使用 Flume-1 监控文件变动,Flume-1 将变动内容传递给 Flume-2,Flume-2 负责打印到控制台。如果 Flume-2 挂掉,Flume-1 将变动内容传递给 Flume-3,Flume-3 负责打印到控制台。


选型:


Flume-1:

taildir source

+

memory channel

+

avro sink

+

Load Balancing Sink Processor(负载均衡)


Flume-2:

avro source

+

memory channel

+

logger sink


Flume-3:

avro source

+

memory channel

+

logger sink


文档参考:



taildir source



http://flume.apache.org/releases/content/1.9.0/FlumeUserGuide.html#taildir-source



memory channel



http://flume.apache.org/releases/content/1.9.0/FlumeUserGuide.html#memory-channel



avro sink



http://flume.apache.org/releases/content/1.9.0/FlumeUserGuide.html#avro-sink



logger sink



http://flume.apache.org/releases/content/1.9.0/FlumeUserGuide.html#logger-sink



Load Balance Sink Processor



http://flume.apache.org/releases/content/1.9.0/FlumeUserGuide.html#load-balancing-sink-processor



2.需求分析

在这里插入图片描述



3.flume配置



Ⅰ.Flume-1


flume-netcat-avro-failover.conf

# Name the components on this agent
a1.sources = r1
a1.sinks = k1 k2
a1.channels = c1
a1.sinkgroups = g1

# Failover configure(负载均衡只有这三行配置与故障转移不同,其余都相同。Flume故障转移来这里:https://blog.csdn.net/lzb348110175/article/details/118220586)
a1.sinkgroups.g1.processor.type = load_balance
a1.sinkgroups.g1.processor.backoff = true
a1.sinkgroups.g1.processor.selector = random

# Describe/configure the source
a1.sources.r1.type = TAILDIR
a1.sources.r1.positionFile = /opt/module/flume/position/taildir_failover_position.json
a1.sources.r1.filegroups = f1
a1.sources.r1.filegroups.f1 = /opt/module/testdir/test.log

# Describe the sink
a1.sinks.k1.type = avro
a1.sinks.k1.hostname = 192.168.204.202
a1.sinks.k1.port = 41414

a1.sinks.k2.type = avro
a1.sinks.k2.hostname = 192.168.204.203
a1.sinks.k2.port = 41414

# 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.sinkgroups.g1.sinks = k1 k2
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1
a1.sinks.k2.channel = c1



Ⅱ.Flume-2


flume-avro-logger.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 = 192.168.204.202
a1.sources.r1.port = 41414

# 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 = 1000
a1.channels.c1.transactionCapacity = 100

# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1



Ⅲ.Flume-3


flume-avro-logger.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 = 192.168.204.203
a1.sources.r1.port = 41414

# 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 = 1000
a1.channels.c1.transactionCapacity = 100

# Bind the source and sink to the channel
a1.sources.r1.channels = c1
a1.sinks.k1.channel = c1



4.启动命令


注意:


必须先启动 Flume-2 和 Flume-3,再启动 Flume-1。如果先启动 Flume-1,会报错误:Connection refused: /192.168.204.202:41414 和 Connection refused: /192.168.204.203:41414


提示:


Flume-2 和 Flume-3 根据配置的负载均衡策略

a1.sinkgroups.g1.processor.selector

进行负载,如果Flume-3关闭了,name所有sink都到 Flume-2。这就是Flume负载均衡。

# Flume-2 启动命令
bin/flume-ng agent -c conf -n a1 -f job/loadbalance/flume-avro-logger.conf -Dflume.root.logger=INFO,console
# Flume-3 启动命令
bin/flume-ng agent -c conf -n a1 -f job/loadbalance/flume-avro-logger.conf -Dflume.root.logger=INFO,console
# Flume-1 启动命令
bin/flume-ng agent -c conf -n a1 -f job/loadbalance/flume-taildir-avro-loadbalance.conf



5.测试图示

Taildir Source 实时监听

testdir/test.log


  1. echo 方式追加数据至

    test.log

    文件,模拟实时日志;

  2. Flume-2 和 Flume-3 根据负载均衡规则,logger sink 输出至控制台


测试结果,如图所示:


在这里插入图片描述




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