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[经验分享] hadoop 2.x-HDFS short circuit read

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发表于 2016-12-10 07:47:58 | 显示全部楼层 |阅读模式
  this feature is a considerable performance improvement,as per the idea 'moves the computation to data side',this is a further usage of it.
  Outline
  1.what is 
  2.how to 
  3.setup to run
  4.one more thinking
  1.what is
  about ten years ago,i usually heard some ad words,maybe belong  of intell,"the technology of moving computation".of course ,hadoop,uses it as one of the key features to advance hdfs reads:read on local node.u will see some info like "Launched local maps" from the results of issuing a job.
  or,maybe u will occur similar scenarios like rebuilding indexes from hbase by MR,and u want to index to local host directly by local fs without crossing the solr webserver if the maps are co-located in the same node with solr .sure,if u adjust the map slots to one per node,this will run fine,else that will cause multi-threads competition.
  in the opposite direction of data stream with front case,the so called 'short circuit reads' is issued by mr mappers,and the datanode lied in same host is hardly to do  nothing:maybe only pass file descirptiors etc,and most part of reading files are based on client to act on,so this maybe say that 'reading data without crossing datanode'.so something costs like threads usage,tcp sockets are eliminated by client to increase performance.
  2.how to 
  through comaring the three modes of reading data ,then will get a clear impress

modetarget versiondata-flowcacheother featuressafe protection on local files
common tcp  before 1.0 or
  before 0.23.1

local datanode->client-hdfs build-in before 1.xy
hdfs-2246(short circuit reads )1.x,0.23.1+read local directly without dnblock path  complex to setup,
  through changing user attributes and data dir permissions;
  pass file offset ,length etc to client,then the later reas file using them

  n,but can be fixed by setuping some properties

hdfs-347(short circuit reads with secure)2.10-betaread local directly without dnfile descriptor (higheffect)  simple to setup;
  using system domain socket to pass fd[1]

  y,passing fd only without other fils needed not

      
  3.setup to run
  here are some properties in hdfs-site.xml from setuping a hdfs-347 configs,check it here for hdfs-2246

<!--short circuit read -->
<property>
<name>dfs.client.read.shortcircuit</name>
<value>true</value>
</property>
<property>
<name>dfs.domain.socket.path</name>
<value>/usr/local/hadoop/data-2.5.1/dfs_dn_socket</value>
</property>
   so the last hdfs-347 is more effective and safe,from my test,this is the result from reading 1 GB file from hdfs

time hadoop fs -get /user/tmp.dd 2
  tcp:33s  hdfs-347:31s
  yes,this is not obvious,as the bottleneck of the test is stuck on suboptimal hard disk.but u see, the difference between them is also reasonable.
  4.one more thinking
  in according to current common hard-disks(not ssd),if enable short circuit reads,may be broken the io trade off if some other services are deployed in same cluster since this feature will swallow nearly all the io resouces?maybe 
  Ref:
[1]http://troydhanson.github.io/misc/Unix_domain_sockets.html
HDFS Short-Circuit Local Reads
How Improved Short-Circuit Local Reads Bring Better Performance and Security to Hadoop
  jira of this topic

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所有资源均系网友上传或者通过网络收集,我们仅提供一个展示、介绍、观摩学习的平台,我们不对其承担任何法律责任,如涉及侵犯版权等问题,请您及时通知我们,我们将立即处理,联系人Email:kefu@iyunv.com,QQ:1061981298 本贴地址:https://www.yunweiku.com/thread-312062-1-1.html 上篇帖子: hadoop 2.x-HDFS short circuit read 下篇帖子: hadoop yarn几个问题的记录
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