hbase实战——(1.1 nosql介绍)
什么是nosqlNoSQL(NoSQL = Not Only SQL),意思是不仅仅是SQL的扩展,一般指的是非关系型的数据库。
随着互联网web2.0网站的兴起,传统的关系数据库在应付web2.0网站,特别是超大规模和高并发的SNS类型的web2.0纯动态网站已经显得力不从心,传统的电信行业动辍就千万甚至上亿的数据,甚至有客户提出需要存储相关的日志数据50年以上,暴露了很多难以克服的问题,而非关系型的数据库则由于其本身的特点得到了非常迅速的发展。
关系型数据库难以克服的问题:
[*]不能很好处理对数据库高并发读写的需求
[*]不能很好处理对海量数据的高效率存储和访问的需求
[*]不能很好处理对数据库的高可扩展性和高可用性的需求
为什么使用nosql
SQL语言和关系型数据库(MySQL、PostgreSQL、Oracle等)是通用的数据解决方案,占有绝大多数的市场。但是就像上面提到的,它有很多难以解决的问题。不过在最近兴起的NoSQL运动中,涌现出一批具备高可用性、支持线性扩展、支持Map/Reduce操作等特性的数据产品,它们具有如下特性:
[*]频繁的写入操作、相对较少的读取统计信息的操作
[*]海量数据(如数据仓库中需要分析的数据)适合存储在一个结构松散、分布式的文件存储系统中
[*]存储二进制文件(如mp3或者pdf文档)并且能够直接为用户的浏览器提供下载功能
使用这些数据产品并不是要取代原有的数据产品,而是为不同的应用场景提供更多的选择。也就是说,在一些特定的情况下如果是关系型的数据库解决不了的问题,那么就可以考虑使用nosql,而不是说完全将应用移植到nosql上,毕竟适合才是最好的。
现在流行的nosql
下面对现在的nosql进行了整理,其中包括各种nosql的官方网站。
15个nosql数据库
HBase是什么
HBase是Apache Hadoop中的一个子项目,Hbase依托于Hadoop的HDFS作为最基本存储基础单元,通过使用hadoop的DFS工具就可以看到这些这些数据 存储文件夹的结构,还可以通过Map/Reduce的框架(算法)对HBase进行操作,如下图所示:
http://www.cnblogs.com/skyme/archive/2012/07/29/data:image/png;base64,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
HBase在产品中还包含了Jetty,在HBase启动时采用嵌入式的方式来启动Jetty,因此可以通过web界面对HBase进行管理和查看当前运行的一些状态,非常轻巧方便。
HBase是Apache Hadoop中的一个子项目,现已成为Apache的顶级项目。
HBase是Google Bigtable(基于Google File System)的开源山寨版本。
为什么采用HBase
HBase 不同于一般的关系数据库,它是一个适合于非结构化数据存储的数据库.所谓非结构化数据存储就是说HBase是基于列的而不是基于行的模式,这样方便读写你的大数据内容。
HBase是介于Map Entry(key & value)和DB Row之间的一种数据存储方式。就点有点类似于现在流行的Memcache,但不仅仅是简单的一个key对应一个 value,你很可能需要存储多个属性的数据结构,但没有传统数据库表中那么多的关联关系,这就是所谓的松散数据。
简单来说,你在HBase中的表创建的可以看做是一张很大的表,而这个表的属性可以根据需求去动态增加,在HBase中没有表与表之间关联查询。你只需要 告诉你的数据存储到Hbase的那个column families 就可以了,不需要指定它的具体类型:char,varchar,int,tinyint,text等等。但是你需要注意HBase中不包含事务此类的功能。
Apache HBase 和Google Bigtable 有非常相似的地方,一个数据行拥有一个可选择的键和任意数量的列。表是疏松的存储的,因此用户可以给行定义各种不同的列,对于这样的功能在大项目中非常实用,可以简化设计和升级的成本。
HBase的存储结构
HBase 是基于列的数据库,让我们看一下关系型数据库和hbase数据库存储的对比。
行式存储和列式存储对比:
行式存储
http://www.cnblogs.com/skyme/archive/2012/07/29/data:image/png;base64,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
[*]数据是按行存储的
[*]没有索引的查询使用大量I/O
[*]建立索引和物化视图需要花费大量时间和资源
[*]面对查询的需求,数据库必须被大量膨胀才能满足性能要求
列式存储
http://www.cnblogs.com/skyme/archive/2012/07/29/data:image/png;base64,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
数据按列存储——每一列单独存放
数据即是索引
只访问查涉及的列——大量降低系统IO
每一列由一个线索来处理——查询的并发处理
数据类型一致,数据特征相似——高效压缩
HBase与关系型数据库的对比
HBase 是基于
下面的表格中hbase和RDBMS的对比关系
HBase
RDBMS
数据类型
只有字符串
丰富的数据类型
数据操作
简单的增删改查
各种各样的函数,表连接
存储模式
基于列存储
基于表格结构和行存储
数据保护
更新后旧版本仍然会保留
替换
可伸缩性
轻易的进行增加节点,兼容性高
需要中间层,牺牲功能
hadoop使用:
[*]hadoop使用(一)
[*]hadoop使用(二)
[*]hadoop使用(三)
[*]hadoop使用(四)
[*]hadoop使用(五)
[*]hadoop使用(六)
hbase实战:
[*]hbase实战——(1.1nosql介绍)
页:
[1]