Maybe you can try HBaseWD, http://blog.sematext.com/2012/04/09/hbasewd-avoid-regionserver-hotspotting-despite-writing-records-with-sequential-keys/ https://github.com/sematext/HBaseWD
2013/6/20 谢良 <[email protected]> > Or maybe you could try to revert your rowkey:) > ________________________________________ > 发件人: yun peng [[email protected]] > 发送时间: 2013年6月20日 5:59 > 收件人: [email protected] > 主题: Re: Possibility of using timestamp as row key in HBase > > Thanks for the reply. The idea is interesting, but in practice, our client > don't know in advance how many data should be put to one RS. The data write > is redirected to next RS, only when current RS is initialising a flush() > and begins to block the stream.. > > The real problem is not about splitting existing region, but instead about > adding a new region (or new key range). > In the original example, before node n3 overflows, the system is like > n1 [0,4], > n2 [5,9], > n3 [10,14] > then n3 start to flush() (say Memstore.size = 5) which may block the write > stream to n3. We want the subsequent write stream to redirect back to, say > n1. so now n1 is accepting 15, 16... for range [15,19]. > > As I understand it right, the above behaviour should change HBase's normal > way to manage region-key mapping. And we want to know how much effort to > put to change HBase? > > Besides, I found Chapter 9 Advanced usage in Definitive Book talks a bit > about this issue. And they are based on the idea of adding prefix or hash. > In their terminology, we need the "sequential key" approach, but with > managed region mapping. > > Yun > > > > On Wed, Jun 19, 2013 at 5:26 PM, Asaf Mesika <[email protected]> > wrote: > > > You can use prefix split policy. Put the Same prefix for the data you > need > > in the same region and thus achieve locality of this data and also haves > a > > good load of your data and avoid split policy. > > I'm not sure you really need the requirement you described below unless I > > didn't follow your business requirements very well > > > > On Thursday, June 20, 2013, yun peng wrote: > > > > > It is our requirement that one batch of data writes (say of Memstore > > size) > > > should be in one RS. And > > > salting prefix, while even the load, may not have this property. > > > > > > Our problem is really how to manipulate/customise the mapping of row > key > > > (or row key range) to the region servers, > > > so that after one region overflows and starts to flush, the write > stream > > > can be automatically redirected to next region server, > > > like in a round robin way? > > > > > > Is it possible to customize such policy on hmaster? Or there is a > > similiar > > > way as what CoProcessor does on region servers... > > > > > > > > > On Wed, Jun 19, 2013 at 4:58 PM, Asaf Mesika <[email protected] > > <javascript:;>> > > > wrote: > > > > > > > The new splitted region might be moved due to load balancing. Aren't > > you > > > > experiencing the classic hot spotting? Only 1 RS getting all write > > > traffic? > > > > Just place a preceding byte before the time stamp and round robin > each > > > put > > > > on values 1-num of region servers. > > > > > > > > On Wednesday, June 19, 2013, yun peng wrote: > > > > > > > > > Hi, All, > > > > > Our use case requires to persist a stream into system like HBase. > The > > > > > stream data is in format of <timestamp, value>. In other word, > > > timestamp > > > > is > > > > > used as rowkey. We want to explore whether HBase is suitable for > such > > > > kind > > > > > of data. > > > > > > > > > > The problem is that the domain of row key (or timestamp) grow > > > constantly. > > > > > For example, given 3 nodes, n1 n2 n3, they are resp. hosting row > key > > > > > partition [0,4], [5, 9], [10,12]. Currently it is the last node n3 > > who > > > is > > > > > busy receiving upcoming writes (of row key 13 and 14). This > continues > > > > until > > > > > the region reaches max size 5 (that is, partition grows to [10,14]) > > and > > > > > potentially splits. > > > > > > > > > > I am not expert on HBase split, but I am wondering after split, > will > > > the > > > > > new writes still go to node n3 (for [10,14]) or the write stream > can > > be > > > > > intelligently redirected to other less busy node, like n1. > > > > > > > > > > In case HBase can't do things like this, how easy is it to extend > > HBase > > > > for > > > > > such functionality? Thanks... > > > > > Yun > > > > > > > > > > > > > > > -- Bing Jiang Tel：(86)134-2619-1361 weibo: http://weibo.com/jiangbinglover BLOG: http://blog.sina.com.cn/jiangbinglover National Research Center for Intelligent Computing Systems Institute of Computing technology Graduate University of Chinese Academy of Science
