zz775520666 发表于 2015-7-8 12:13:31

MongoDB学习笔记~索引提高查询效率

  回到目录
  索引这个东西大家不会陌生,只要接触到稍微大一点的数据,都会用到这东西,它可以提升查询的速度,相当代价就是占用了更多的存储空间,这也是正常的,符合“能量守恒定理”,哈哈!今天说的是MongoDB里的索引,在我进行对500万数据进行查询测试时,发现如果你的查询字段不加索引,那是相当恐怖的,一个简单的查询(单字段)要耗时30多秒,这种操作,基本可以认为服务器挂了,哈哈!当为字段加了索引之后,查询速度为ms级,100毫秒以内的速度真是把经兴奋坏了,呵呵!
  建立索引 db.tableName.ensureIndex({"fieldName",1|-1})
http://www.iyunv.com/lori/p/data:image/png;base64,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
  对于为500万的数据加索引相当需要占用一点点时间了,不是马上响应的,这也会正常,呵呵!当加完索引后,你可以通过MongoVUE这种可视化工具对它进行查看,或者直接用命令db.tableName.getIndexes()也可以
http://www.iyunv.com/lori/p/data:image/png;base64,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
  在选中数据库background后,我们可以看到它的集合数据和集合索引分别占用的空间
http://www.iyunv.com/lori/p/data:image/png;base64,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
  当为表(集合,collection)加上索引后,我们的WEB页面测试一下可以看到,页面响应在ms级,非常快!
http://www.iyunv.com/lori/p/data:image/png;base64,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
  对于单表查询来说,MongoDB在添加了索引后,执行的速度和稳定性确实是可以信赖的,在进行复杂计算时,MongoDB也为我们提供了MapReduce功能,在以后的文章中也会单独讲它!
  回到目录
页: [1]
查看完整版本: MongoDB学习笔记~索引提高查询效率