大数据学习——实现多agent的串联,收集数据到HDFS中

采集需求:比如业务系统使用log4j生成的日志,日志内容不断增加,需要把追加到日志文件中的数据实时采集到hdfs,使用agent串联

根据需求,首先定义以下3大要素

第一台flume agent

l  采集源,即source——监控文件内容更新 :        exec  ‘tail -F file’

l  下沉目标,即sink——数据的发送者,实现序列化  :  avro sink

l  Source和sink之间的传递通道——channel,可用file channel 也可以用 内存channel

第二台flume agent

l  采集源,即source——接受数据。并实现反序列化 : avro source

l  下沉目标,即sink——HDFS文件系统 :  HDFS sink

l  Source和sink之间的传递通道——channel,可用file channel 也可以用 内存channel

配置文件编写:

在mini1的conf下

 vi execsource-avrosink.conf
# Name the components on this agent
a1.sources = r1
a1.sinks = k1
a1.channels = c1

# Describe/configure the source
a1.sources.r1.type = exec
a1.sources.r1.command = tail -F /root/logs/test.log

# Describe the sink
a1.sinks.k1.type = avro
a1.sinks.k1.channel = c1
a1.sinks.k1.hostname = mini2
a1.sinks.k1.port = 41414
a1.sinks.k1.batch-size = 2

# 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

在mini2造数据

while true; do date >>test.log ;sleep 0.5s; done            

在mini2的conf下

avro-sink.conf
a1.sources = r1
a1.sinks =s1
a1.channels = c1

##source中的avro组件是一个接收者服务
a1.sources.r1.type = avro
a1.sources.r1.bind = 0.0.0.0
a1.sources.r1.port = 41414

a1.sinks.s1.type=hdfs
a1.sinks.s1.hdfs.path=/flumedata
a1.sinks.s1.hdfs.filePrefix = access_log
a1.sinks.s1.hdfs.batchSize= 100
a1.sinks.s1.hdfs.fileType = DataStream
a1.sinks.s1.hdfs.writeFormat =Text
a1.sinks.s1.hdfs.rollSize = 10240
a1.sinks.s1.hdfs.rollCount = 1000
a1.sinks.s1.hdfs.rollInterval = 10
a1.sinks.s1.hdfs.round = true
a1.sinks.s1.hdfs.roundValue = 10
a1.sinks.s1.hdfs.roundUnit = minute

a1.channels.c1.type = memory
a1.channels.c1.capacity = 1000
a1.channels.c1.transactionCapacity = 100

a1.sources.r1.channels = c1
a1.sinks.s1.channel = c1

启动


在mini2先启动 bin/flume-ng agent -c conf -f conf/avro-sink.conf -n a1 -Dflume.root.logger=INFO,console
在mini1再启动 bin/flume-ng agent -c conf -f conf/execsource-avrosink.conf -n a1 -Dflume.root.logger=INFO,console

 结果

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转载自www.cnblogs.com/feifeicui/p/10306464.html