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HBase High Update Throughput
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yuanke/HBaseHUT
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HBaseHUT: --------- http://github.com/sematext/HBaseHUT November 2010 Released under Apache License 2.0. Author: ------- Alex Baranau Description: ------------ HBaseHUT stands for High Updates Throughput for HBase. It was inspired by discussions on HBase mailing lists around the problem with having Get&Put for each update operation, which affects write throughput dramatically. Another force behind behind the approach used in HBaseHUT was recent activity on Coprocessors development. Although the current implementation doesn't use CPs, HBaseHUT is designed with CPs in mind because CPs add more flexibility when it comes to alternative MapReduce data processing approaches that will be used by HBaseHUT in the future. The idea behind HBaseHUT is: * Don't do updates of existing data on each Put (and hence don't perform Get operation for each Put operation). All Puts are plain Puts with the relevant pure-insert write performance. * Defer processing updates to scheduled job (not necessarily a MapReduce job) or perform updates on as-needed basis. * Serve updated data in "online" manner: user always gets updated record immediately after new data was Put, i.e., user "sees" updates immediately after he writes data. For more information please refer to the github project wiki: https://github.com/sematext/HBaseHUT/wiki. For a clear introductory post with a good HBaseHUT use-case read: http://blog.sematext.com/2010/12/16/deferring-processing-updates-to-increase-hbase-write-performance/ Mailing List: ------------- To participate more in the discussion, join the group at https://groups.google.com/group/hbasehut/ Build Notes: ------------ Current pom configured to build against HBase 0.89.20100924. HBase jars are provided with sources, as only HBase trunk sources were mavenized and available in public repos. Tests take some time to execute (up to several minutes), to skip their execution use -Dmaven.skip.tests=true. HBase Version Compatibility: ---------------------------- Compatible with HBase 0.20.5 - 0.89.XXX. May be compatible with previous: tests needed (TODO)
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