论述flume中batchSize,capacity,transactionCapacity参数之间的关系

最新推荐文章于 2024-08-29 21:37:55 发布

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#batchSize #capacity #transactionCapacity #flume #关系

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本文详细解析了 Flume 的数据流配置参数，包括 source、sink 和 channel 的配置细节，阐述了它们之间的关联及关键参数如 batchSize、capacity 和 transactionCapacity 的含义与作用。

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举例:
a1.sources = r1
a1.sinks = k1
a1.channels = c1

##source
a1.sources.r1.type = exec
a1.sources.r1.command = tail -f /home/hadoop/test.txt

#sink
a1.sinks.k1.type = hdfs
a1.sinks.k1.hdfs.path=hdfs://192.168.156.65:9000/flume/events
a1.sinks.k1.hdfs.filePrefix=events
a1.sinks.k1.hdfs.rollInterval=30
a1.sinks.k1.hdfs.rollSize=33554432
a1.sinks.k1.hdfs.rollCount=0
a1.sinks.k1.hdfs.batchSize=3000 ##number of events written to file before it is flushed to HDFS,batchsize <=transactionCapacity<=capacity
a1.sinks.k1.hdfs.codeC=gzip
a1.sinks.k1.hdfs.fileType=CompressedStream
#channel
a1.channels.c1.type = memory
a1.channels.c1.capacity=1000000 #The maximum number of events stored in the channel
a1.channels.c1.transactionCapacity=5000 #The maximum number of events the channel will take from a source or give to a sink per transaction

###bind the source and sink to the channel
a1.sources.r1.channels=c1

a1.sinks.k1.channel=c1

a1.sinks.k1.hdfs.batchSize 官方解释:

##number of events written to file before it is flushed to HDFS

a1.channels.c1.capacity 官方解释 :

#The maximum number of events stored in the channel

a1.channels.c1.transactionCapacity 官方解释 :

#The maximum number of events the channel will take from a source or give to a sink per transaction

这三者之间的关系:

,batchsize <=transactionCapacity<=capacity