我有一个用例,我想用flume将远程文件复制到hdfs中。我还希望复制的文件应与hdfs块大小(128mb/256mb)一致。远程数据的总大小为33gb。
我使用avro源和接收器将远程数据复制到hdfs中。同样地,在接收端,我正在进行文件大小滚动(128256),但是要从远程机器复制文件并将其存储到hdfs(文件大小128/256mb)中,flume的平均时间是2分钟。
Flume配置:avro源(远程机器)
### Agent1 - Spooling Directory Source and File Channel, Avro Sink ###
# Name the components on this agent
Agent1.sources = spooldir-source
Agent1.channels = file-channel
Agent1.sinks = avro-sink
# Describe/configure Source
Agent1.sources.spooldir-source.type = spooldir
Agent1.sources.spooldir-source.spoolDir =/home/Benchmarking_Simulation/test
# Describe the sink
Agent1.sinks.avro-sink.type = avro
Agent1.sinks.avro-sink.hostname = xx.xx.xx.xx #IP Address destination machine
Agent1.sinks.avro-sink.port = 50000
# Use a channel which buffers events in file
Agent1.channels.file-channel.type = file
Agent1.channels.file-channel.checkpointDir = /home/Flume_CheckPoint_Dir/
Agent1.channels.file-channel.dataDirs = /home/Flume_Data_Dir/
Agent1.channels.file-channel.capacity = 10000000
Agent1.channels.file-channel.transactionCapacity=50000
# Bind the source and sink to the channel
Agent1.sources.spooldir-source.channels = file-channel
Agent1.sinks.avro-sink.channel = file-channel
avroFlume(运行hdfs的机器)
### Agent1 - Avro Source and File Channel, Avro Sink ###
# Name the components on this agent
Agent1.sources = avro-source1
Agent1.channels = file-channel1
Agent1.sinks = hdfs-sink1
# Describe/configure Source
Agent1.sources.avro-source1.type = avro
Agent1.sources.avro-source1.bind = xx.xx.xx.xx
Agent1.sources.avro-source1.port = 50000
# Describe the sink
Agent1.sinks.hdfs-sink1.type = hdfs
Agent1.sinks.hdfs-sink1.hdfs.path =/user/Benchmarking_data/multiple_agent_parallel_1
Agent1.sinks.hdfs-sink1.hdfs.rollInterval = 0
Agent1.sinks.hdfs-sink1.hdfs.rollSize = 130023424
Agent1.sinks.hdfs-sink1.hdfs.rollCount = 0
Agent1.sinks.hdfs-sink1.hdfs.fileType = DataStream
Agent1.sinks.hdfs-sink1.hdfs.batchSize = 50000
Agent1.sinks.hdfs-sink1.hdfs.txnEventMax = 40000
Agent1.sinks.hdfs-sink1.hdfs.threadsPoolSize=1000
Agent1.sinks.hdfs-sink1.hdfs.appendTimeout = 10000
Agent1.sinks.hdfs-sink1.hdfs.callTimeout = 200000
# Use a channel which buffers events in file
Agent1.channels.file-channel1.type = file
Agent1.channels.file-channel1.checkpointDir = /home/Flume_Check_Point_Dir
Agent1.channels.file-channel1.dataDirs = /home/Flume_Data_Dir
Agent1.channels.file-channel1.capacity = 100000000
Agent1.channels.file-channel1.transactionCapacity=100000
# Bind the source and sink to the channel
Agent1.sources.avro-source1.channels = file-channel1
Agent1.sinks.hdfs-sink1.channel = file-channel1
两台机器之间的网络连接为686 mbps。
有人能帮我确定是配置有问题还是其他配置有问题,这样复制就不用花那么多时间了。
1条答案
按热度按时间fquxozlt1#
两个代理都使用文件通道。所以在写入hdfs之前,数据已经被写入磁盘两次了。您可以尝试为每个代理使用一个内存通道,以查看性能是否有所提高。