MongoDB 分布式操作——分片操作

MongoDB 分布式操作——分片操作

描述：

像其它分布式数据库一样，MongoDB同样支持分布式操作，且MongoDB将分布式已经集成到数据库中，其分布式体系如下图所示：

所谓的片，其实就是一个单独的MongoDB进程，它可以运行在不同的节点上，也可以运行在同一节点但监听不同的端口。同一个集合的数据可能在每个片中都存储的有数据，但它们在逻辑上整合成一个整体。分片的依据往往是根据表中的某一列或者是集合中的某一 组属性。且分片是系统自动的，但是分片的依据需要用户自己指定，分片的依据称之为“片键”。常见的片键选择为“随机片键”或者是“递增片键”。如果使用递增片键，数据的分布则会按照一定的顺序来写入数据，即当一个节点写满才会写入到下一个片键。而如果使用随机片键，数据则可能在任何一个片中都有数据。

对于分布式中片的管理（片与片之间的通信），MongoDB中通过mongos进程来进行管理，客户端对数据的操作，都由mongos进程来处理。对于节点、分片的管理，MongoDB由配置服务器来管理，配置服务器其实也是一个单独MongoDB进程。

那么，一般在什么时候使用分片呢？在单个节点的磁盘不足时会分片，另外，当单个mongod不能满足写数据的性能要求时，可以使用分片；当单台服务器内存太小，将大量的数据放到内存中速度会很慢，为了提高性能，我们可以使用分片操作。

以下是对于MongoDB分片操作的实验：

操作环境：

Win8 64位操作系统，虚拟机CentOS 32位操作系统。MongoDB 2.4.5

实验步骤：

（1）启动配置服务器（放置一些元数据）：

[root@h3 dbs]# mongod -dbpath /var/lib/mongo/dbs/config --nojournal --port 20000  
Mon Aug 12 13:36:25.999 [initandlisten] MongoDB starting : pid=22951 port=20000   dbpath=/var/lib/mongo/dbs/config 32-bit host=h3
Mon Aug 12 13:36:26.001 [initandlisten]
Mon Aug 12 13:36:26.002 [initandlisten] ** NOTE: This is a 32 bit MongoDB binary  .
Mon Aug 12 13:36:26.003 [initandlisten] **       32 bit builds are limited to le  ss than 2GB of data (or less with --journal).
Mon Aug 12 13:36:26.004 [initandlisten] **       Note that journaling defaults t  o off for 32 bit and is currently off.
Mon Aug 12 13:36:26.005 [initandlisten] **       See http://dochub.mongodb.org/c  ore/32bit
Mon Aug 12 13:36:26.005 [initandlisten]
Mon Aug 12 13:36:26.006 [initandlisten] db version v2.4.5
Mon Aug 12 13:36:26.007 [initandlisten] git version: a2ddc68ba7c9cee17bfe69ed840  383ec3506602b
Mon Aug 12 13:36:26.007 [initandlisten] build info: Linux bs-linux32.10gen.cc 2.  6.21.7-2.fc8xen #1 SMP Fri Feb 15 12:39:36 EST 2008 i686 BOOST_LIB_VERSION=1_49
Mon Aug 12 13:36:26.008 [initandlisten] allocator: system
Mon Aug 12 13:36:26.009 [initandlisten] options: { dbpath: "/var/lib/mongo/dbs/c  onfig", nojournal: true, port: 20000 }
Mon Aug 12 13:36:26.071 [FileAllocator] allocating new datafile /var/lib/mongo/d  bs/config/local.ns, filling with zeroes...
Mon Aug 12 13:36:26.072 [FileAllocator] creating directory /var/lib/mongo/dbs/co  nfig/_tmp
Mon Aug 12 13:36:26.582 [FileAllocator] done allocating datafile /var/lib/mongo/  dbs/config/local.ns, size: 16MB,  took 0.504 secs
Mon Aug 12 13:36:26.585 [FileAllocator] allocating new datafile /var/lib/mongo/d  bs/config/local.0, filling with zeroes...
Mon Aug 12 13:36:27.725 [FileAllocator] done allocating datafile /var/lib/mongo/  dbs/config/local.0, size: 16MB,  took 1.138 secs
Mon Aug 12 13:36:27.757 [initandlisten] command local.$cmd command: { create: "s  tartup_log", size: 10485760, capped: true } ntoreturn:1 keyUpdates:0  reslen:37   1714ms
Mon Aug 12 13:36:27.764 [websvr] admin web console waiting for connections on po  rt 21000
Mon Aug 12 13:36:27.771 [initandlisten] waiting for connections on port 20000

（2）启动mongos：

[root@h3 ~]# mongos --port 30000  --configdb localhost:20000
Mon Aug 12 13:40:13.042 warning: running with 1 config server should be done only for testing purposes and is not recommended for production
Mon Aug 12 13:40:13.075 [mongosMain] MongoS version 2.4.5 starting: pid=22968 port=30000 32-bit host=h3 (--help for usage)
Mon Aug 12 13:40:13.076 [mongosMain] git version: a2ddc68ba7c9cee17bfe69ed840383ec3506602b
Mon Aug 12 13:40:13.076 [mongosMain] build info: Linux bs-linux32.10gen.cc 2.6.21.7-2.fc8xen #1 SMP Fri Feb 15 12:39:36 EST 2008 i686 BOOST_LIB_VERSION=1_49
Mon Aug 12 13:40:13.076 [mongosMain] options: { configdb: "localhost:20000", port: 30000 }
Mon Aug 12 13:40:13.250 [LockPinger] creating distributed lock ping thread for localhost:20000 and process h3:30000:1376286013:1804289383 (sleeping for 30000ms)
Mon Aug 12 13:40:17.105 [mongosMain] distributed lock 'configUpgrade/h3:30000:1376286013:1804289383' acquired, ts : 52087541ff5991dd77979f2c
Mon Aug 12 13:40:17.126 [mongosMain] starting upgrade of config server from v0 to v4
Mon Aug 12 13:40:17.128 [mongosMain] starting next upgrade step from v0 to v4
Mon Aug 12 13:40:17.130 [mongosMain] about to log new metadata event: { _id: "h3-2013-08-12T05:40:17-52087541ff5991dd77979f2d", server: "h3", clientAddr: "N/A", time: new Date(1376286017130), what: "starting upgrade of config database", ns: "config.version", details: { from: 0, to: 4 } }
Mon Aug 12 13:40:17.138 [mongosMain] writing initial config version at v4
Mon Aug 12 13:40:17.232 [mongosMain] about to log new metadata event: { _id: "h3-2013-08-12T05:40:17-52087541ff5991dd77979f2f", server: "h3", clientAddr: "N/A", time: new Date(1376286017232), what: "finished upgrade of config database", ns: "config.version", details: { from: 0, to: 4 } }
Mon Aug 12 13:40:17.237 [mongosMain] upgrade of config server to v4 successful
Mon Aug 12 13:40:17.244 [mongosMain] distributed lock 'configUpgrade/h3:30000:1376286013:1804289383' unlocked.
Mon Aug 12 13:40:17.474 [websvr] admin web console waiting for connections on port 31000
Mon Aug 12 13:40:17.476 [Balancer] about to contact config servers and shards
Mon Aug 12 13:40:17.492 [Balancer] config servers and shards contacted successfully
Mon Aug 12 13:40:17.494 [Balancer] balancer id: h3:30000 started at Aug 12 13:40:17
Mon Aug 12 13:40:17.527 [mongosMain] waiting for connections on port 30000

（3）添加分片1：

[root@h3 ~]# cd /var/lib/mongo/dbs/
[root@h3 dbs]# mkdir shard1
[root@h3 dbs]# mongod --dbpath /var/lib/mongo/dbs/shard1  --port 10000 --nojournal
Mon Aug 12 13:43:10.560 [initandlisten] MongoDB starting : pid=23016 port=10000 
dbpath=/var/lib/mongo/dbs/shard1 32-bit host=h3
Mon Aug 12 13:43:10.562 [initandlisten]
Mon Aug 12 13:43:10.562 [initandlisten] ** NOTE: This is a 32 bit MongoDB binary.
Mon Aug 12 13:43:10.563 [initandlisten] **       32 bit builds are limited to less than 2GB of data (or less with --journal).
Mon Aug 12 13:43:10.564 [initandlisten] **       Note that journaling defaults to off for 32 bit and is currently off.
Mon Aug 12 13:43:10.565 [initandlisten] **       See http://dochub.mongodb.org/core/32bit
Mon Aug 12 13:43:10.566 [initandlisten]
Mon Aug 12 13:43:10.566 [initandlisten] db version v2.4.5
Mon Aug 12 13:43:10.567 [initandlisten] git version: a2ddc68ba7c9cee17bfe69ed840383ec3506602b
Mon Aug 12 13:43:10.568 [initandlisten] build info: Linux bs-linux32.10gen.cc 2.6.21.7-2.fc8xen #1 SMP Fri Feb 15 12:39:36 EST 2008 i686 BOOST_LIB_VERSION=1_49
Mon Aug 12 13:43:10.568 [initandlisten] allocator: system
Mon Aug 12 13:43:10.569 [initandlisten] options: { dbpath: "/var/lib/mongo/dbs/shard1", nojournal: true, port: 10000 }
Mon Aug 12 13:43:10.626 [FileAllocator] allocating new datafile /var/lib/mongo/dbs/shard1/local.ns, filling with zeroes...
Mon Aug 12 13:43:10.628 [FileAllocator] creating directory /var/lib/mongo/dbs/shard1/_tmp
Mon Aug 12 13:43:11.547 [FileAllocator] done allocating datafile /var/lib/mongo/dbs/shard1/local.ns, size: 16MB,  took 0.907 secs
Mon Aug 12 13:43:11.549 [FileAllocator] allocating new datafile /var/lib/mongo/dbs/shard1/local.0, filling with zeroes...
Mon Aug 12 13:43:13.339 [FileAllocator] done allocating datafile /var/lib/mongo/dbs/shard1/local.0, size: 16MB,  took 1.787 secs
Mon Aug 12 13:43:13.427 [initandlisten] command local.$cmd command: { create: "startup_log", size: 10485760, capped: true } ntoreturn:1 keyUpdates:0  reslen:372801ms
Mon Aug 12 13:43:13.472 [initandlisten] waiting for connections on port 10000
Mon Aug 12 13:43:13.497 [websvr] admin web console waiting for connections on port 11000

（4）添加分片2：

[root@h3 dbs]# cd /var/lib/mongo/dbs/
[root@h3 dbs]# mkdir shard2
[root@h3 dbs]# mongod --dbpath /var/lib/mongo/dbs/shard2 --port 10001 --nojournal
Mon Aug 12 13:48:25.549 [initandlisten] MongoDB starting : pid=23129 port=10001 dbpath=/var/lib/mongo/dbs/shard2 32-bit host=h3
Mon Aug 12 13:48:25.550 [initandlisten]
Mon Aug 12 13:48:25.550 [initandlisten] ** NOTE: This is a 32 bit MongoDB binary.
Mon Aug 12 13:48:25.550 [initandlisten] **       32 bit builds are limited to less than 2GB of data (or less with --journal).
Mon Aug 12 13:48:25.550 [initandlisten] **       Note that journaling defaults to off for 32 bit and is currently off.
Mon Aug 12 13:48:25.550 [initandlisten] **       See http://dochub.mongodb.org/core/32bit
Mon Aug 12 13:48:25.551 [initandlisten]
Mon Aug 12 13:48:25.551 [initandlisten] db version v2.4.5
Mon Aug 12 13:48:25.552 [initandlisten] git version: a2ddc68ba7c9cee17bfe69ed840383ec3506602b
Mon Aug 12 13:48:25.552 [initandlisten] build info: Linux bs-linux32.10gen.cc 2.6.21.7-2.fc8xen #1 SMP Fri Feb 15 12:39:36 EST 2008 i686 BOOST_LIB_VERSION=1_49
Mon Aug 12 13:48:25.552 [initandlisten] allocator: system
Mon Aug 12 13:48:25.552 [initandlisten] options: { dbpath: "/var/lib/mongo/dbs/shard2", nojournal: true, port: 10001 }
Mon Aug 12 13:48:25.570 [FileAllocator] allocating new datafile /var/lib/mongo/dbs/shard2/local.ns, filling with zeroes...
Mon Aug 12 13:48:25.572 [FileAllocator] creating directory /var/lib/mongo/dbs/shard2/_tmp
Mon Aug 12 13:48:26.956 [FileAllocator] done allocating datafile /var/lib/mongo/dbs/shard2/local.ns, size: 16MB,  took 1.378 secs
Mon Aug 12 13:48:26.957 [FileAllocator] allocating new datafile /var/lib/mongo/dbs/shard2/local.0, filling with zeroes...
Mon Aug 12 13:48:28.023 [FileAllocator] done allocating datafile /var/lib/mongo/dbs/shard2/local.0, size: 16MB,  took 1.065 secs
Mon Aug 12 13:48:28.038 [initandlisten] command local.$cmd command: { create: "startup_log", size: 10485760, capped: true } ntoreturn:1 keyUpdates:0  reslen:37 2469ms
Mon Aug 12 13:48:28.041 [websvr] admin web console waiting for connections on port 11001
Mon Aug 12 13:48:28.042 [initandlisten] waiting for connections on port 10001

（5）添加分片3：

[root@h3 ~]# cd /var/lib/mongo/dbs/
[root@h3 dbs]# mkdir shard3
[root@h3 dbs]# mongod --dbpath /var/lib/mongo/dbs/shard3 --port 10002 --nojournal
Mon Aug 12 13:50:43.735 [initandlisten] MongoDB starting : pid=23142 port=10002 dbpath=/var/lib/mongo/dbs/shard3 32-bit host=h3
Mon Aug 12 13:50:43.737 [initandlisten]
Mon Aug 12 13:50:43.737 [initandlisten] ** NOTE: This is a 32 bit MongoDB binary.
Mon Aug 12 13:50:43.738 [initandlisten] **       32 bit builds are limited to less than 2GB of data (or less with --journal).
Mon Aug 12 13:50:43.739 [initandlisten] **       Note that journaling defaults to off for 32 bit and is currently off.
Mon Aug 12 13:50:43.739 [initandlisten] **       See http://dochub.mongodb.org/core/32bit
Mon Aug 12 13:50:43.740 [initandlisten]
Mon Aug 12 13:50:43.740 [initandlisten] db version v2.4.5
Mon Aug 12 13:50:43.740 [initandlisten] git version: a2ddc68ba7c9cee17bfe69ed840383ec3506602b
Mon Aug 12 13:50:43.740 [initandlisten] build info: Linux bs-linux32.10gen.cc 2.6.21.7-2.fc8xen #1 SMP Fri Feb 15 12:39:36 EST 2008 i686 BOOST_LIB_VERSION=1_49
Mon Aug 12 13:50:43.740 [initandlisten] allocator: system
Mon Aug 12 13:50:43.741 [initandlisten] options: { dbpath: "/var/lib/mongo/dbs/shard3", nojournal: true, port: 10002 }
Mon Aug 12 13:50:43.756 [FileAllocator] allocating new datafile /var/lib/mongo/dbs/shard3/local.ns, filling with zeroes...
Mon Aug 12 13:50:43.756 [FileAllocator] creating directory /var/lib/mongo/dbs/shard3/_tmp
Mon Aug 12 13:50:45.079 [FileAllocator] done allocating datafile /var/lib/mongo/dbs/shard3/local.ns, size: 16MB,  took 1.32 secs
Mon Aug 12 13:50:45.099 [FileAllocator] allocating new datafile /var/lib/mongo/dbs/shard3/local.0, filling with zeroes...
Mon Aug 12 13:50:45.948 [FileAllocator] done allocating datafile /var/lib/mongo/dbs/shard3/local.0, size: 16MB,  took 0.848 secs
Mon Aug 12 13:50:45.957 [initandlisten] command local.$cmd command: { create: "startup_log", size: 10485760, capped: true } ntoreturn:1 keyUpdates:0  reslen:37 2202ms
Mon Aug 12 13:50:45.960 [initandlisten] waiting for connections on port 10002
Mon Aug 12 13:50:45.961 [websvr] admin web console waiting for connections on port 11002

（6）添加刚刚启动的三个片：

[root@h3 dbs]# mongo localhost:30000/admin
MongoDB shell version: 2.4.5
connecting to: localhost:30000/admin
mongos> db.runCommand({addshard : "localhost:10000", allowLocal : true});
{ "shardAdded" : "shard0000", "ok" : 1 }
mongos> db.runCommand({addshard : "localhost:10001", allowLocal : true});
{ "shardAdded" : "shard0001", "ok" : 1 }
mongos> db.runCommand({addshard : "localhost:10002", allowLocal : true});
{ "shardAdded" : "shard0002", "ok" : 1 }
mongos>

（7）打开数据库foo的分片功能：

 mongos> db.runCommand({"enablesharding" : "foo"});
{ "ok" : 1 }
mongos>

（8）打开数据库foo中数据集合bar的分片功能：

mongos> db.runCommand({"shardcollection" : "foo.bar", "key" : {"_id" : 1}});
{ "collectionsharded" : "foo.bar", "ok" : 1 }
mongos>

（9）查看所有的分片：

mongos> use config
switched to db config
mongos> db.shards.find();
{ "_id" : "shard0000", "host" : "localhost:10000" }
{ "_id" : "shard0001", "host" : "localhost:10001" }
{ "_id" : "shard0002", "host" : "localhost:10002" }
mongos>

（10）查看databases集合：

mongos> db.databases.find();
{ "_id" : "admin", "partitioned" : false, "primary" : "config" }
{ "_id" : "foo", "partitioned" : true, "primary" : "shard0000" }
mongos>

（11） 查看chucks集合：

mongos> db.chunks.find();
{ "_id" : "foo.bar-_id_MinKey", "lastmod" : Timestamp(1, 0), "lastmodEpoch" : ObjectId("52087d0a1072e2912d4242ea"), "ns" : "foo.bar", "min" : { "_id" : { "$minKey" : 1 } }, "max" : { "_id" : { "$maxKey" : 1 } }, "shard" : "shard0000" }
mongos>

（12）获得概要信息：

mongos> db.printShardingStatus();
--- Sharding Status ---
  sharding version: {
        "_id" : 1,
        "version" : 3,
        "minCompatibleVersion" : 3,
        "currentVersion" : 4,
        "clusterId" : ObjectId("52087bf41072e2912d4242b8")
}
  shards:
        {  "_id" : "shard0000",  "host" : "localhost:10000" }
        {  "_id" : "shard0001",  "host" : "localhost:10001" }
        {  "_id" : "shard0002",  "host" : "localhost:10002" }
  databases:
        {  "_id" : "admin",  "partitioned" : false,  "primary" : "config" }
        {  "_id" : "foo",  "partitioned" : true,  "primary" : "shard0000" }
                foo.bar
                        shard key: { "_id" : 1 }
                        chunks:
                                shard0000       1
                        { "_id" : { "$minKey" : 1 } } -->> { "_id" : { "$maxKey" : 1 } } on : shard0000 Timestamp(1, 0)

mongos>

（13）移除分片：

mongos> use admin
switched to db admin
mongos> db.runCommand({"removeshard" : "localhost:10000"});
{
        "msg" : "draining started successfully",
        "state" : "started",
        "shard" : "shard0000",
        "note" : "you need to drop or movePrimary these databases",
        "dbsToMove" : [
                "foo"
        ],
        "ok" : 1
}
mongos>

总结：对MongoDB的分片操作执行如下顺序：

（1）启动配置服务器；

（2）启动mongos进程；

（3）添加mongo实例（片）；

（4）对数据库或者数据集使用分片操作。