Home Database Mysql Tutorial GridFS:基于MongoDB的分布式文件存储系统

GridFS:基于MongoDB的分布式文件存储系统

Jun 07, 2016 pm 05:29 PM
gridfs mongodb

GridFS是MongoDB之上的分布式文件系统,其利用了MongoDB的分布式存储机制并通过MongoDB来存储文件数据和文件元数据,兼具文档型数

GridFS是MongoDB之上的分布式文件系统,其利用了MongoDB的分布式存储机制并通过MongoDB来存储文件数据和文件元数据,兼具文档型数据库和文件系统的优势。GridFS是当前大数据潮流和复杂数据分析需求的产物。
 
简单来说,GridFS通过将文件数据和文件元数据保存在MongoDB里来实现文件系统,通过复制(Replication)来应对故障切换,数据集成,还可以用来做读扩展,热备份或者作为离线批处理的数据源,通过分片来实现自动切分数据,实现大数据存储和负载均衡,通过数据库对集合中文档的管理和查询(包括MapReduce)实现轻量级文件系统接口和搜索与分析。
 
GridFS的一个基本思想是可以将大文件分成很多块,每一块作为一个单独的文档存储,则有就能存储大文件了。由于MongoDB支持在文档中存储二进制数据,可以最大限度减小块的存储开销。GridFS使用MongoDB的复制,分片等机制来实现分布式文件存储,使用MongoDB进行管理和复杂分析。
 
GridFS使用两个文档来存储文件,一个用来存储文件本身的块,另外一个用来存储分块的信息和文件的元数据,默认对应的集合分别为fs.chunks和fs.files.
 
Chunks集合:
 
{
 
“_id”:,
 
“files_id”: ,
 
“n”: ,
 
“data”:
 
}
 
块集合中文档包含以下属性:chunk_id:块ID。Chunks.files_id:对应files集合中文档的_id。Chunks.n:块的编号,由GridFS管理,从0开始。Chunks.data:文件数据,是BSON二进制类型。
 
Chunks集合使用files_id和n作为混合索引,files集合:
 
{
 
“_id”: ,
 
“length”: ,
 
“chunkSize”:,
 
“uploadDate”: ,
 
“md5”: ,
 
“filename”: ,
 
“contentType”: ,
 
“aliases”: ,
 
“metadata”:
 
}
 
Files集合中的文档包含以下属性,应用还可以创建额外任意的属性:files_id:唯一的文件表示。MongoDB的默认值是BOSN ObjectID。Files.length: 文件的字节数大小。Files.chunkSize:每个块的大小,默认为256KB,GridFS根据这个值将文件分成多个快,files.uploadDate:GridFS第一次存储此文件的时间,类型为ISODate。Files.md5: 文件的md5散列值,是字符串。 Files.filename:可选。人类可读的文件名。Files.contentType: 可选。合法的文件MIME类型。Files.aliases:可选。别名的字符串数组。Files.metadata:可选。自定义存储的文件元数据。
 
可以通过mongofiles工具或者MongoDB驱动程序来使用GridFS,GridFS主要提供5种操作接口:
 
List:获取文件列表
 
Get:获取文件
 
Put:写入文件
 
Search:根据文件名搜索文件
 
Delete:删除文件
 
因为GridFS文件的元数据存储在files集合中,因此GridFS可以非常方便地进行文件管理,比如根据文件名,上传时间,文件大小或者自定义的文件元数据进行查询,还可以利用MapReduce做复杂数据分析。这是GridFS把传统文件系统和数据库相结合得到的众多好处之一。
 
对比传统文件系统的优势
 
分布式:GridFS是基于MongoDB的分布式文件系统,可以直接使用MongoDB Replication和Sharding机制,数据可靠性和水平扩展性都得到保证。GridFS不产生磁盘碎片,因为MongoDB分配数据文件空间时以2GB为一块。
 
MapReduce:可以进行复杂管理和查询分析。
 
索引和缓存:元数据存储在MongoDB中,非常方便索引,,并且可以对文件和文件元数据进行索引,能提高系统效率。
 
Checksum: GridFS会为文件产生散列值,可用于校验文件以检查完整性。
 
开发者友好:利用Grid可以简化需求,减小开发成本。要是已经用了MongoDB,GridFS就可以不需要使用独立文件存储架构,并且使代码和数据真正分离,方便管理。
 
其他: GridFS可以避免用于存储用户上传内容的文件系统出现的某些问题。例如,GridFS在同一个目录下防止大量的文件是没有任何问题的。GridFS不产生磁盘碎片,因为MongoDB分配数据文件空间时以2GB为一块。

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