aa0660 发表于 2015-7-11 07:16:20

15个nosql数据库

1、MongoDB
  介绍
  MongoDB是一个基于分布式文件存储的数据库。由C++语言编写。主要解决的是海量数据的访问效率问题,为WEB应用提供可扩展的高性能数据存储解决方案。当数据量达到50GB以上的时候,MongoDB的数据库访问速度是MySQL的10倍以上。MongoDB的并发读写效率不是特别出色,根据官方提供的性能测试表明,大约每秒可以处理0.5万~1.5万次读写请求。MongoDB还自带了一个出色的分布式文件系统GridFS,可以支持海量的数据存储。
  MongoDB也有一个Ruby的项目MongoMapper,是模仿Merb的DataMapper编写的MongoDB接口,使用起来非常简单,几乎和DataMapper一模一样,功能非常强大。
  MongoDB是一个介于关系数据库和非关系数据库之间的产品,是非关系数据库当中功能最丰富,最像关系数据库的。他支持的数据结构非常松散,是类似json的bjson格式,因此可以存储比较复杂的数据类型。Mongo最大的特点是他支持的查询语言非常强大,其语法有点类似于面向对象的查询语言,几乎可以实现类似关系数据库单表查询的绝大部分功能,而且还支持对数据建立索引。
  所谓“面向集合”(Collenction-Orented),意思是数据被分组存储在数据集中,被称为一个集合(Collenction)。每个 集合在数据库中都有一个唯一的标识名,并且可以包含无限数目的文档。集合的概念类似关系型数据库(RDBMS)里的表(table),不同的是它不需要定 义任何模式(schema)。
模式自由(schema-free),意味着对于存储在mongodb数据库中的文件,我们不需要知道它的任何结构定义。如果需要的话,你完全可以把不同结构的文件存储在同一个数据库里。
存储在集合中的文档,被存储为键-值对的形式。键用于唯一标识一个文档,为字符串类型,而值则可以是各中复杂的文件类型。我们称这种存储形式为BSON(Binary Serialized dOcument Format)。
  MongoDB服务端可运行在Linux、Windows或OS X平台,支持32位和64位应用,默认端口为27017。推荐运行在64位平台,因为MongoDB在32位模式运行时支持的最大文件尺寸为2GB。
  MongoDB把数据存储在文件中(默认路径为:/data/db),为提高效率使用内存映射文件进行管理。
  特性

  它的特点是高性能、易部署、易使用,存储数据非常方便。主要功能特性有:

[*]面向集合存储,易存储对象类型的数据。
[*]模式自由。
[*]支持动态查询。   
[*]支持完全索引,包含内部对象。   
[*]支持查询。   
[*]支持复制和故障恢复。   
[*]使用高效的二进制数据存储,包括大型对象(如视频等)。   
[*]自动处理碎片,以支持云计算层次的扩展性。   
[*]支持RUBY,PYTHON,JAVA,C++,PHP,C#等多种语言。   
[*]文件存储格式为BSON(一种JSON的扩展)。   
[*]可通过网络访问。
  官方网站

  http://www.mongodb.org/
2、CouchDB
  介绍
  Apache CouchDB 是一个面向文档的数据库管理系统。它提供以 JSON 作为数据格式的 REST 接口来对其进行操作,并可以通过视图来操纵文档的组织和呈现。 CouchDB 是 Apache 基金会的顶级开源项目。
  CouchDB是用Erlang开发的面向文档的数据库系统,其数据存储方式类似Lucene的Index文件格式。CouchDB最大的意义在于它是一个面向Web应用的新一代存储系统,事实上,CouchDB的口号就是:下一代的Web应用存储系统。
  特性

  主要功能特性有:

[*]CouchDB是分布式的数据库,他可以把存储系统分布到n台物理的节点上面,并且很好的协调和同步节点之间的数据读写一致性。这当然也得以于Erlang无与伦比的并发特性才能做到。对于基于web的大规模应用文档应用,然的分布式可以让它不必像传统的关系数据库那样分库拆表,在应用代码层进行大量的改动。
[*]CouchDB是面向文档的数据库,存储半结构化的数据,比较类似lucene的index结构,特别适合存储文档,因此很适合CMS,电话本,地址本等应用,在这些应用场合,文档数据库要比关系数据库更加方便,性能更好。  
[*]CouchDB支持REST API,可以让用户使用JavaScript来操作CouchDB数据库,也可以用JavaScript编写查询语句,我们可以想像一下,用AJAX技术结合CouchDB开发出来的CMS系统会是多么的简单和方便。其实CouchDB只是Erlang应用的冰山一角,在最近几年,基于Erlang的应用也得到的蓬勃的发展,特别是在基于web的大规模,分布式应用领域,几乎都是Erlang的优势项目。
  官方网站
  http://couchdb.apache.org/
3、Hbase
  介绍
  HBase是一个分布式的、面向列的开源数据库,该技术来源于Chang et al所撰写的Google论文“Bigtable:一个结构化数据的分布式存储系统”。就像Bigtable利用了Google文件系统(File System)所提供的分布式数据存储一样,HBase在Hadoop之上提供了类似于Bigtable的能力。HBase是Apache的Hadoop项目的子项目。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.另一个不同的是HBase基于列的而不是基于行的模式。
  HBase – Hadoop Database,是一个高可靠性、高性能、面向列、可伸缩的分布式存储系统,利用HBase技术可在廉价PC Server上搭建起大规模结构化存储集群。   HBase是Google Bigtable的开源实现,类似Google Bigtable利用GFS作为其文件存储系统,HBase利用Hadoop HDFS作为其文件存储系统;Google运行MapReduce来处理Bigtable中的海量数据,HBase同样利用Hadoop MapReduce来处理HBase中的海量数据;Google Bigtable利用 Chubby作为协同服务,HBase利用Zookeeper作为对应。
http://www.iyunv.com/skyme/archive/2012/07/26/data:image/png;base64,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
HBase访问接口

[*]Native Java API,最常规和高效的访问方式,适合Hadoop MapReduce Job并行批处理HBase表数据
[*]HBase Shell,HBase的命令行工具,最简单的接口,适合HBase管理使用
[*]Thrift Gateway,利用Thrift序列化技术,支持C++,PHP,Python等多种语言,适合其他异构系统在线访问HBase表数据
[*]REST Gateway,支持REST 风格的Http API访问HBase, 解除了语言限制
[*]Pig,可以使用Pig Latin流式编程语言来操作HBase中的数据,和Hive类似,本质最终也是编译成MapReduce Job来处理HBase表数据,适合做数据统计
[*]Hive,当前Hive的Release版本尚没有加入对HBase的支持,但在下一个版本Hive 0.7.0中将会支持HBase,可以使用类似SQL语言来访问HBase
  特性

  主要功能特性有:
  支持数十亿行X上百万列
  采用分布式架构 Map/reduce
  对实时查询进行优化
  高性能 Thrift网关
  通过在server端扫描及过滤实现对查询操作预判
  支持 XML, Protobuf, 和binary的HTTP
  基于 Jruby( JIRB)的shell
  对配置改变和较小的升级都会重新回滚
  不会出现单点故障
  堪比MySQL的随机访问性能
  官方网站

  http://hbase.apache.org/
4、cassandra
  介绍
  Cassandra是一个混合型的非关系的数据库,类似于Google的BigTable。其主要功能比Dynomite(分布式的Key-Value存储系统)更丰富,但支持度却不如文档存储MongoDB(介于关系数据库和非关系数据库之间的开源产品,是非关系数据库当中功能最丰富,最像关系数据库的。支持的数据结构非常松散,是类似json的bjson格式,因此可以存储比较复杂的数据类型。)Cassandra最初由Facebook开发,后转变成了开源项目。它是一个网络社交云计算方面理想的数据库。以Amazon专有的完全分布式的Dynamo为基础,结合了Google BigTable基于列族(Column Family)的数据模型。P2P去中心化的存储。很多方面都可以称之为Dynamo 2.0。
  特性

  和其他数据库比较,有几个突出特点:
  模式灵活 :使用Cassandra,像文档存储,你不必提前解决记录中的字段。你可以在系统运行时随意的添加或移除字段。这是一个惊人的效率提升,特别是在大型部 署上。
真正的可扩展性 :Cassandra是纯粹意义上的水平扩展。为给集群添加更多容量,可以指向另一台电脑。你不必重启任何进程,改变应用查询,或手动迁移任何数据。
多数据中心识别 :你可以调整你的节点布局来避免某一个数据中心起火,一个备用的数据中心将至少有每条记录的完全复制。
  一些使Cassandra提高竞争力的其他功能:
  范围查询 :如果你不喜欢全部的键值查询,则可以设置键的范围来查询。
列表数据结构 :在混合模式可以将超级列添加到5维。对于每个用户的索引,这是非常方便的。
分布式写操作 :有可以在任何地方任何时间集中读或写任何数据。并且不会有任何单点失败。
  官方网站
  http://cassandra.apache.org/
5、Hypertable

  介绍
  Hypertable是一个开源、高性能、可伸缩的数据库,它采用与Google的Bigtable相似的模型。在过去数年中,Google为在 PC集群 上运行的可伸缩计算基础设施设计建造了三个关键部分。第一个关键的基础设施是Google File System(GFS),这是一个高可用的文件系统,提供了一个全局的命名空间。它通过跨机器(和跨机架)的文件数据复制来达到高可用性,并因此免受传统 文件存储系统无法避免的许多失败的影响,比如电源、内存和网络端口等失败。第二个基础设施是名为Map-Reduce的计算框架,它与GFS紧密协作,帮 助处理收集到的海量数据。第三个基础设施是Bigtable,它是传统数据库的替代。Bigtable让你可以通过一些主键来组织海量数据,并实现高效的 查询。Hypertable是Bigtable的一个开源实现,并且根据我们的想法进行了一些改进。
  特性

  主要功能特点:
  负载均衡的处理
  版本控制和一致性
  可靠性
  分布为多个节点
  官方网站
  http://hypertable.org/
6、Redis

  介绍
  redis是一个key-value存储系统。和Memcached类似,它支持存储的value类型相对更多,包括string(字符串)、list(链表)、set(集合)和zset(有序集合)。这些数据类型都支持push/pop、add/remove及取交集并集和差集及更丰富的操作,而且这些操作都是原子性的。在此基础上,redis支持各种不同方式的排序。与memcached一样,为了保证效率,数据都是缓存在内存中。区别的是redis会周期性的把更新的数据写入磁盘或者把修改操作写入追加的记录文件,并且在此基础上实现了master-slave(主从)同步。
  性能测试结果:
  SET操作每秒钟 110000 次,GET操作每秒钟 81000 次,服务器配置如下:
  Linux 2.6, Xeon X3320 2.5Ghz.
  stackoverflow 网站使用 Redis 做为缓存服务器。
  特点

  主要功能特点:
  安全性
  主从复制
  运行异常快
  支持 sets(同时也支持 union/diff/inter)
  支持列表(同时也支持队列;阻塞式 pop操作)
  支持哈希表(带有多个域的对象)
  支持排序 sets(高得分表,适用于范围查询)
  Redis支持事务
  支持将数据设置成过期数据(类似快速缓冲区设计)
  Pub/Sub允许用户实现消息机制
  官方网站
  http://redis.io/
7、Tokyo Cabinet/Tokyo Tyant

  介绍
  Tokyo Cabinet(TC)和Tokyo Tyrant(TT)的开发者是日本人Mikio Hirabayashi,主要用于日本最大的SNS网站mixi.jp。TC出现的时间最早,现在已经是一个非常成熟的项目,也是Key-Value数据库领域最大的热点,现在广泛应用于网站。TC是一个高性能的存储引擎,而TT提供了多线程高并发服务器,性能也非常出色,每秒可以处理4万~5万次读写操作。
  TC除了支持Key-Value存储之外,还支持Hashtable数据类型,因此很像一个简单的数据库表,并且还支持基于Column的条件查询、分页查询和排序功能,基本上相当于支持单表的基础查询功能,所以可以简单地替代关系数据库的很多操作,这也是TC受到大家欢迎的主要原因之一。有一个Ruby项目miyazakiresistance将TT的Hashtable的操作封装成和ActiveRecord一样的操作,用起来非常高效。
  特性

  TC/TT在Mixi的实际应用当中,存储了2000万条以上的数据,同时支撑了上万个并发连接,是一个久经考验的项目。TC在保证了极高的并发读写性能的同时,还具有可靠的数据持久化机制,同时还支持类似关系数据库表结构的Hashtable以及简单的条件、分页和排序操作,是一个很优越的NoSQL数据库。
  TC的主要缺点是,在数据量达到上亿级别以后,并发写数据性能会大幅度下降,开发人员发现在TC里面插入1.6亿条2KB~20KB数据的时候,写入性能开始急剧下降。即当数据量达到上亿条的时候,TC性能便开始大幅度下降,从TC作者自己提供的Mixi数据来看,至少上千万条数据量的时候还没有遇到这么明显的写入性能瓶颈。
  官方网站
  http://fallabs.com/tokyocabinet/
8、Flare

  介绍
  TC是日本第一大SNS网站mixi.jp开发的,而Flare是日本第二大SNS网站green.jp开发的。简单地说,Flare就是给TC添加了scale(可扩展)功能。它替换了TT部分,自己另外给TC写了网络服务器。Flare的主要特点就是支持scale能力,它在网络服务端之前添加了一个Node Server,用来管理后端的多个服务器节点,因此可以动态添加数据库服务节点、删除服务器节点,也支持Failover。如果你的使用场景必须让TC可以scale,那么可以考虑Flare。
  flare唯一的缺点就是他只支持memcached协议,因此当你使用flare的时候,就不能使用TC的table数据结构了,只能使用TC的key-value数据结构存储。
  特性

  没找到相关的介绍。
  官方网站
  http://flare.prefuse.org/
9、Berkeley DB

  介绍
  Berkeley DB (DB)是一个高性能的,嵌入数据库编程库,和C语言,C++,Java,Perl,Python,PHP,Tcl以及其他很多语言都有绑定。Berkeley DB可以保存任意类型的键/值对,而且可以为一个键保存多个数据。Berkeley DB可以支持数千的并发线程同时操作数据库,支持最大256TB的数据,广泛   用于各种操作系统包括大多数Unix类操作系统和Windows操作系统以及实时操作系统。
  Berkeley DB最初开发的目的是以新的HASH访问算法来代替旧的hsearch函数和大量的dbm实现(如AT&T的dbm,Berkeley的 ndbm,GNU项目的gdbm),Berkeley DB的第一个发行版在1991年出现,当时还包含了B+树数据访问算法。在1992年,BSD UNIX第4.4发行版中包含了Berkeley DB1.85版。基本上认为这是Berkeley DB的第一个正式版。在1996年中期,Sleepycat软件公司成立,提供对Berkeley DB的商业支持。在这以后,Berkeley DB得到了广泛的应用,成为一款独树一帜的嵌入式数据库系统。2006年Sleepycat公司被Oracle 公司收购,Berkeley DB成为Oracle数据库家族的一员,Sleepycat原有开发者继续在Oracle开发Berkeley DB,Oracle继续原来的授权方式并且加大了对Berkeley DB的开发力度,继续提升了Berkeley DB在软件行业的声誉。Berkeley DB的当前最新发行版本是4.7.25。
  特性

  主要特点:
  访问速度快
  省硬盘空间
  官方网站
  http://www.oracle.com/us/products/database/overview/index.html?origref=http://www.oschina.net/p/berkeley+db
10、memcachedb

  介绍
  MemcacheDB是一个分布式、key-value形式的持久存储系统。它不是一个缓存组件,而是一个基于对象存取的、可靠的、快速的持久存储引擎。协议跟memcache一致(不完整),所以很多memcached客户端都可以跟它连接。MemcacheDB采用Berkeley DB作为持久存储组件,故很多Berkeley DB的特性的他都支持。
  特性

  MemcacheDB是一个分布式、key-value形式的持久存储系统。它不是一个缓存组件,而是一个基于对象存取的、可靠的、快速的持久存储引擎。 协议跟memcache一致(不完整),所以很多memcached客户端都可以跟它连接。MemcacheDB采用Berkeley DB作为持久存储组件,故很多Berkeley DB的特性的他都支持。   我们是站在巨人的肩膀上的。MemcacheDB的前端缓存是Memcached   前端:memcached的网络层   后端:BerkeleyDB存储   
  写速度:从本地服务器通过memcache客户端(libmemcache)set2亿条16字节长的key,10字节长的Value的记录,耗时 16572秒,平均速度12000条记录/秒。   
  读速度:从本地服务器通过memcache客户端(libmemcache)get100万条16字节长的key,10字节长的Value的记录,耗 时103秒,平均速度10000条记录/秒。   ·支持的memcache命令
  官方网站
  http://memcachedb.org/

11、Memlink

  介绍
  Memlink 是天涯社区开发的一个高性能、持久化、分布式的Key-list/queue数据引擎。正如名称中的memlink所示,所有数据都建构在内存中,保证了 系统的高性能 (大约是redis几倍),同时使用了redo-log技术保证数据的持久化。Memlink还支持主从复制、读写分离、List过滤操作等功能。
  与Memcached不同的是,它的value是一个list/queue。并且提供了诸如持久化,分布式的功能。听起来有点像Redis,但它号称比Redis更好,在很多Redis做得还不好的地方进行了改进和完善。提供的客户端开发包包括 c,python,php,java 四种语言。
  特性

  特点:

[*]内存数据引擎,性能极为高效
[*]List块链结构,精简内存,优化查找效率
[*]Node数据项可定义,支持多种过滤操作
[*]支持redo-log,数据持久化,非Cache模式
[*]分布式,主从同步
  官方网站
  http://code.google.com/p/memlink/

12、db4o

  介绍
  “利用表格存储对象,就像是将汽车开回家,然后拆成零件放进车库里,早晨可以再把汽车装配起来。但是人们不禁要问,这是不是泊车的最有效的方法呢。” – Esther Dyson   db4o 是一个开源的纯面向对象数据库引擎,对于 Java 与 .NET 开发者来说都是一个简单易用的对象持久化工具,使用简单。同时,db4o 已经被第三方验证为具有优秀性能的面向对象数据库, 下面的基准测试图对 db4o 和一些传统的持久方案进行了比较。db4o 在这次比较中排名第二,仅仅落后于JDBC。通过图 1 的基准测试结果,值得我们细细品味的是采用 Hibernate/HSQLDB 的方案和 JDBC/HSQLDB 的方案在性能方面有着显著差距,这也证实了业界对 Hibernate 的担忧。而 db4o 的优异性能,让我们相信: 更 OO 并不一定会牺牲性能。
  同时,db4o 的一个特点就是无需 DBA 的管理,占用资源很小,这很适合嵌入式应用以及 Cache 应用, 所以自从 db4o 发布以来,迅速吸引了大批用户将 db4o 用于各种各样的嵌入式系统,包括流动软件、医疗设备和实时控制系统。   db4o 由来自加州硅谷的开源数据库公司 db4objects 开发并负责商业运营和支持。db4o 是基于 GPL 协议。db4objects 于 2004 年在 CEO Christof Wittig 的领导下组成,资金背景包括 Mark Leslie 、 Veritas 软件公司 CEO 、 Vinod Khosla ( Sun 公司创始人之一)、 Sun 公司 CEO 在内的硅谷高层投资人组成。毫无疑问,今天 db4objects 公司是硅谷炙手可热的技术创新者之一。
  特性

  db4o 的目标是提供一个功能强大的,适合嵌入的数据库引擎,可以工作在设备,移动产品,桌面以及服务器等各种平台。主要特性如下:   开源模式。与其他 ODBMS 不同,db4o 为开源软件,通过开源社区的力量驱动开发 db4o 产品。   原生数据库。db4o 是 100% 原生的面向对象数据库,直接使用编程语言来操作数据库。程序员无需进行 OR 映射来存储对象,大大节省了程序员在存储数据的开发时间。   高性能。 下图为 db4o 官方公布的基准测试数据,db4o 比采用 Hibernate/MySQL 方案在某些测试线路上速度高出 44 倍之多!并且安装简单,仅仅需要 400Kb 左右的 .jar 或 .dll 库文件。在接下来的系列文章中,我们将只关注在 Java 平台的应用,但是实际上 db4o 毫无疑问会很好地在 .NET平台工作。
http://www.iyunv.com/skyme/archive/2012/07/26/data:image/png;base64,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
  图:官方测试数据
  易嵌入。使用 db4o 仅需引入 400 多 k 的 jar 文件或是 dll 文件,内存消耗极小。   零管理。使用 db4o 无需 DBA,实现零管理。   支持多种平台。db4o 支持从 Java 1.1 到 Java 5.0,此外还支持 .NET 、 CompactFramework 、 Mono 等 .NET 平台,也可以运行在 CDC 、 PersonalProfile 、 Symbian 、 Savaje 以及 Zaurus 这种支持反射的 J2ME 方言环境中,还可以运行在 CLDC 、 MIDP 、 RIM/Blackberry 、 Palm OS 这种不支持反射的 J2ME 环境中。   或许开发者会问,如果现有的应用环境已经有了关系型数据库怎么办?没关系,db4o 的 dRS(db4o Replication System)可实现 db4o 与关系型数据库的双向同步(复制),如图 3 。 dRS 是基于 Hibernate 开发,目前的版本是 1.0 ,并运行在 Java 1.2 或更高版本平台上,基于 dRS 可实现 db4o 到 Hibernate/RDBMS 、 db4o 到 db4o 以及 Hibernate/RDBMS 到 Hibernate/RDBMS 的双向复制。dRS 模型如图
http://www.iyunv.com/skyme/archive/2012/07/26/data:image/png;base64,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
  图:DRS模型
  官方网站
  http://www.db4o.com/china/

13、Versant

  介绍

  Versant Object Database (V/OD) 提供强大的数据管理,面向 C++, Java or .NET 的对象模型,支持大并发和大规模数据集合。
  Versant对象数据库是一个对象数据库管理系统(ODBMS:Object Database Management System)。它主要被用在复杂的、分布式的和异构的环境中,用来减少开发量和提高性能。尤其当程序是使用Java和(或)C++语言编写的时候,尤其有用。
  它是一个完整的,电子基础设施软件,简化了事务的构建和部署的分布式应用程序。
  作为一个卓越的数据库产品,Versant ODBMS在设计时的目标就是为了满足客户在异类处理平台和企业级信息系统中对于高性能、可量测性、可靠性和兼容性方面的需求。
  Versant对象数据库已经在为企业业务应用提供可靠性、完整性和高性能方面获得了建树,Versant ODBMS所表现出的高效的多线程架构、internal parallelism 、平稳的Client-Server结构和高效的查询优化,都体现了其非常卓越的性能和可扩展性。
  Versant对象数据库包括Versant ODBMS,C++和Java语言接口,XML工具包和异步复制框架。
  特性

  一、强有力的优势
  Versant Object Database8.0,适用于应用环境中包含复杂对象模型的数据库,其设计目标是能够处理这些应用经常需要的导航式访问,无缝的数据分发,和企业级的规模。
  对于很多应用程序而言,最具挑战性的方面是控制业务模型本身的内在复杂性。 电信基础设施,交通运输网络,仿真,金融工具以及其它领域的复杂性必须得到支持, 而且这种支持复杂性的方式还要能够随着环境和需求变化而不断地改进应用程序。 这些应用程序的重点是领域和这些领域的逻辑。 复杂的设计应当以对象模型为基础。将技术需求例如持久性(和SQL)与领域模型混合在一起的架构会带来灾难性的后果。
  Versant对象数据库使您可以使用那些只含有域行为信息的对象,而不用考虑持久性。同时,Versant对象数据库还能提供跨多个数据库的无缝的数据分发,高并发性,细粒度锁,顶级性能, 以及通过复制和其它技术提供的高可用性。现代Java中的对象关系映射工具已经简化了很多映射的问题, 但是它们还不能提供Versant所能提供的无缝数据分发的功能和高性能。
  二、主要特性
  C++、Java及.NET 的透明对象持久
  支持对象持久标准,如JDO
  跨多数据库的无缝数据分发
  企业级的高可用性选项
  动态模式更新
  管理工作量少(或不需要)
  端到端的对象支持架构
  细粒度并发控制
  多线程,多会话
  支持国际字符集
  高速数据采集
  三、优势
  对象层次结构的快速存储、检索和浏览
  性能高于关系型数据库10 倍以上
  减少开发时间
  四、8.0的新特性
  增强的多核线性扩展能力
  增强的数据库管理工具(监控、数据库检查、数据重组)
  支持基于LINQ的.NET绑定机制
  支持.NET和JDO应用的FTS基于“Black Box”工具的数据库活动记录与分析
  五、Versant对象数据库特性
  动态模式更新
  Versant支持缓慢模式更新,这意味着当被使用时,对象才会从旧的模式转为新的模式,就不需要映射了。所有这些都支持数据库模式的更新与敏捷开发。
  跨多数据库的无缝数据分发
  客户端与一个或多个数据库进行无缝交互。单个的数据库无缝地联合在一起,使您能够给数据分区,提高读写能力,增大总体的数据库的大小。这些数据库上的数据分发是透明的。它们被结合在一起形成一个
  无缝的数据库,提供巨大的可扩展性。
  并发控制
  对象级锁确保只有在两个应用程序试图更新同一对象时才会有冲突的发生,这与基于页的锁机制不同。基于页的锁机制可能会导致并发热点的假象。
  透明的C++对象持久性
  C++对象,STL类,标准C++集合如字典,映射,映射的映射,诸如此类,以原样保存在数据库中。状态变化在后台被自动追踪。当相关的事务提交后,所有的变化将会被自动发送到数据库。因此就能形成一种非常自然的,低干扰的编程风格,这样,就能实现应用程序的快速开发,同时当需求发生变化时,应用程序就能够灵活地修改。
  透明的Java对象持久性
  V/OD的JVI & JDO 2.0 API 提供了透明的简单对象(POJO)的持久性,包括 Java 2 持久类,接口,以及任何用户定义的类。状态变化
  在后台被自动追踪。事务提交后,自动把所有变化写入数据库。因此,对于托管和非托管部署,您都能获得轻量级的编程风格。
  可完全嵌入Versant 可以被嵌入到应用程序中,数据库规模可以达到TB 级别。
  并且可以自主运行,不需要任何管理。
  六、企业级的特性
  对象端到端
  对象端到端意味着你的应用对象存在于客户端,网络上,以及数据库中。与关系型数据库不同的是,对象在内存中和数据库中的表示之间不需要任何映射或转换。
  应用的客户端缓存透明地缓存对象以提高速度。数据库支持对象,它能执行查询,建立索引,使应用能够平衡它和数据库间的进程执行。XA的支持使与其它事务数据源协调成为可能。
  七、V/OD 8数据库体系架构
  高可用性
  通过在线进行数据库管理实现数据库的高可用性。
  容错服务器
  容错服务器选项可以在Versant数据库的硬件或是软件出现故障的时候,自动进行失效转移和数据恢复。容错服务器使用的是在两个数据库实例之间进行同步复制,一旦出现故障,容错服务器也会支持透明重同步。
  异步数据复制
  异步数据复制选项支持多个对象服务器之间的主从异步复制和点对点异步复制。可以使用异步数据复制将数据复制到一个分布式恢复站点或者将数据在多个本地的对象数据库之间进行复制,以提高性能和可靠性。
  高可用性备份
  高可用性数据备份选项使Versant可以使用EMC Symmetrix或其它企业级存储系统的磁盘镜像的特性,来对很大的数据卷进行在线备份,同时又不会影响到可用性。
  在线再组织
  Versant 数据库再组织选项为了会删除大量对象的应用而设计的。它使用户能够收回数据库中未使用的空间,同时使数据库保持正常运作,增加可用空间,改善数据库的性能。
  八、为什么要使用Versant面向对象数据库?
  通过缩短研发时间来加速上市
  对象关系映射代码可能占用了你的应用的40%或更多。有了Versant面向对象数据库,映射代码就不再需要了。
  极大地提高了性能和数据吞吐能力
  当应用中涉及到复杂的内存对象模式,尤其是关联访问时,对象数据库要比映射到关系数据库表现得更好。例如,当应用程序需要从对象数据库里检索一个对象时,只要执行单条查询即可找到该对象。当映射到一个关系数据库时,如果对象包含多对多关联,那么就必须通过一个或多个连接才能检索到关联表中的数据。使用了对象数据库,对于一般复杂性的对象的检索,速度则提高了三倍,对于复杂性很高的对象的检索,例如多对多关联,搜索的速度则提高了三十倍。而对于集合的集合和递归联系,检索的速度有可能提高五十倍。
  根据需求的变化,快速改进应用
  今天,商业进程、结构和应用要求的变化的速度使得适应变化的能力变得极为重要。对象关系映射和其它适用于刚性存储结构的方法,让变化变得困难。而Versant对象数据库极大的提升了你的应用满足当前和未来的商业需求的能力。
  投资回报率
  当用户遇到了复杂的对象模型和大的数据集,对象数据库就是首选的解决方案。对象数据库主要的优点在于,它能够缩小代码的规模,降低研发成本,缩短上市的时间,减少或根本没有管理的要求以及降低购置硬件和服务器软件许可证的成本。性能上的优势还可以大大降低高负载动作应用所消耗的成本。大型的关系数据库成本高非常昂贵,还需要昂贵的硬件支持
  官方网站
  http://www.versant.com/index.aspx
14、Neo4j

  介绍
  Neo4j是一个嵌入式,基于磁盘的,支持完整事务的Java持久化引擎,它在图像中而不是表中存储数据。Neo4j提供了大规模可扩展性,在一台机器上可以处理数十亿节点/关系/属性的图像,可以扩展到多台机器并行运行。相对于关系数据库来说,图形数据库善于处理大量复杂、互连接、低结构化的数据,这些数据变化迅速,需要频繁的查询——在关系数据库中,这些查询会导致大量的表连接,因此会产生性能上的问题。Neo4j重点解决了拥有大量连接的传统RDBMS在查询时出现的性能衰退问题。通过围绕图形进行数据建模,Neo4j会以相同的速度遍历节点与边,其遍历速度与构成图形的数据量没有任何关系。此外,Neo4j还提供了非常快的图形算法、推荐系统和OLAP风格的分析,而这一切在目前的RDBMS系统中都是无法实现的。
  Neo是一个网络——面向网络的数据库——也就是说,它是一个嵌入式的、基于磁盘的、具备完全的事务特性的Java持久化引擎,但是它将结构化数据存储在网络上而不是表中。网络(从数学角度叫做图)是一个灵活的数据结构,可以应用更加敏捷和快速的开发模式。
  你可以把Neo看作是一个高性能的图引擎,该引擎具有成熟和健壮的数据库的所有特性。程序员工作在一个面向对象的、灵活的网络结构下而不是严格、静态的表中——但是他们可以享受到具备完全的事务特性、企业级的数据库的所有好处。
  由于使用了“面向网络的数据库”,人们对Neo充满了好奇。在该模型中,以“节点空间”来表达领域数据——相对于传统的模型表、行和列来说,节点空间是很多节点、关系和属性(键值对)构成的网络。关系是第一级对象,可以由属性来注解,而属性则表明了节点交互的上下文。网络模型完美的匹配了本质上就是继承关系的问题域,例如语义Web应用。Neo的创建者发现继承和结构化数据并不适合传统的关系数据库模型:
  1.对象关系的不匹配使得把面向对象的“圆的对象”挤到面向关系的“方的表”中是那么的困难和费劲,而这一切是可以避免的。
  2.关系模型静态、刚性、不灵活的本质使得改变schemas以满足不断变化的业务需求是非常困难的。由于同样的原因,当开发小组想应用敏捷软件开发时,数据库经常拖后腿。
  3.关系模型很不适合表达半结构化的数据——而业界的分析家和研究者都认为半结构化数据是信息管理中的下一个重头戏。
  4.网络是一种非常高效的数据存储结构。人脑是一个巨大的网络,万维网也同样构造成网状,这些都不是巧合。关系模型可以表达面向网络的数据,但是在遍历网络并抽取信息的能力上关系模型是非常弱的。
  虽然Neo是一个比较新的开源项目,但它已经在具有1亿多个节点、关系和属性的产品中得到了应用,并且能满足企业的健壮性和性能的需求:
  完全支持JTA和JTS、2PC分布式ACID事务、可配置的隔离级别和大规模、可测试的事务恢复。这些不仅仅是口头上的承诺:Neo已经应用在高请求的24/7环境下超过3年了。它是成熟、健壮的,完全达到了部署的门槛。
  特性

  Neo4j是一个用Java实现、完全兼容ACID的图形数据库。数据以一种针对图形网络进行过优化的格式保存在磁盘上。Neo4j的内核是一种极快的图形引擎,具有数据库产品期望的所有特性,如恢复、两阶段提交、符合XA等。
  Neo4j既可作为无需任何管理开销的内嵌数据库使用;也可以作为单独的服务器使用,在这种使用场景下,它提供了广泛使用的REST接口,能够方便地集成到基于PHP、.NET和JavaScript的环境里。但本文的重点主要在于讨论Neo4j的直接使用。
  Neo4j的典型数据特征:
  ·数据结构不是必须的,甚至可以完全没有,这可以简化模式变更和延迟数据迁移。
  ·可以方便建模常见的复杂领域数据集,如CMS里的访问控制可被建模成细粒度的访问控制表,类对象数据库的用例、TripleStores以及其他例子。
  ·典型使用的领域如语义网和RDF、LinkedData、GIS、基因分析、社交网络数据建模、深度推荐算法以及其他领域。
  围绕内核,Neo4j提供了一组可选的组件。其中有支持通过元模型构造图形结构、SAIL - 一种SparQL兼容的RDF TripleStore实现或一组公共图形算法的实现。
  高性能?
  要给出确切的性能基准数据很难,因为它们跟底层的硬件、使用的数据集和其他因素关联很大。自适应规模的Neo4j无需任何额外的工作便可以处理包含数十亿节点、关系和属性的图。它的读性能可以很轻松地实现每毫秒(大约每秒1-2百万遍历步骤)遍历2000关系,这完全是事务性的,每个线程都有热缓存。使用最短路径计算,Neo4j在处理包含数千个节点的小型图时,甚至比MySQL快1000倍,随着图规模的增加,差距也越来越大。
  这其中的原因在于,在Neo4j里,图遍历执行的速度是常数,跟图的规模大小无关。不象在RDBMS里常见的联结操作那样,这里不涉及降低性能的集合操作。Neo4j以一种延迟风格遍历图 - 节点和关系只有在结果迭代器需要访问它们的时候才会被遍历并返回,对于大规模深度遍历而言,这极大地提高了性能。
  写速度跟文件系统的查找时间和硬件有很大关系。Ext3文件系统和SSD磁盘是不错的组合,这会导致每秒大约100,000写事务操作。
  官方网站
  http://neo4j.org/
15、BaseX

  介绍

  BaseX 是一个XML数据库,用来存储紧缩的XML数据,提供了高效的 XPath 和 XQuery 的实现,还包括一个前端操作界面。
  特性

  BaseX一个比较显著地优点是有了GUI,界面中有查询窗口,可采用XQuery查询相关数据库中的XML文件;也有能够动态展示xml文件层次和节点关系的图。但我感觉也就这点好处了,编程时和GUI无关了。
  和Xindice相比,BaseX更能支持大型XML文档的存储,而Xindice对大型xml没有很好的支持,为管理中小型文档的集合而设计。
  BaseX 是一个XML数据库,用来存储紧缩的XML数据,提供了高效的 XPath 和 XQuery 的实现,还包括一个前端操作界面。
  官方网站
  http://basex.org/
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