- 什么是分片
分片是一种跨多台机器分布数据的方法。MongoDB 使用分片来支持超大数据集和高吞吐量操作的部署。 - 什么情况下使用分片
- 存储容量受单机限制,即磁盘资源遭遇瓶颈。
- 读写能力受单机限制,可能是CPU、内存或者网卡等资源遭遇瓶颈,导致读写能力无法扩展。
- Mongo分片组件
路由节点(Router) 分片集群的访问入口,其本身并不持久化数据。
配置节点(Config) 配置服务器包含多个节点,并组成一个复制集结构。
数据节点(Shard) 分片用于存储真正的数据,并提供最终的数据读写访问。 - Mongo分片方式
- 基于范围
- 基于哈希
- 自定义Zone(区域/范围)
-
集群设计
数据是根据分片策略来进行切分的,而分片策略则由 分片键(ShardKey)+分片算法(ShardStrategy)组成。
个人认为分多少片,分片的大小要结合实际情况来看所以这里不做过多讨论。
可参考这两篇文章
https://developer.aliyun.com/article/879873
https://help.aliyun.com/zh/mongodb/use-cases/introduction-to-apsaradb-for-mongodb-sharded-cluster-instances -
集群搭建
可参考这篇博客,十分详细 https://www.cnblogs.com/misakivv/p/18171124
先搭建shard节点,其次是配置节点,最后是路由节点。
- 每台机器安装同版本的Mongo
shell
wget https://fastdl.mongodb.org/linux/mongodb-linux-x86_64-rhel70-4.4.6.tgz
tar xzvf mongodb-linux-x86_64-rhel70-4.4.6.tgz -C /usr/local
cd /usr/local/
ln -s /usr/local/mongodb-linux-x86_64-rhel70-4.4.6 /usr/local/mongodb
vim /etc/profile
export PATH=/usr/local/mongodb/bin/:$PATH
source /etc/profile
- shard1主机操作
准备存放数据和日志的目录
shell
mkdir -p /usr/local/mongodb/sharded_cluster/myshardrs01_27018/log \
/usr/local/mongodb/sharded_cluster/myshardrs01_27018/data/db \
/usr/local/mongodb/sharded_cluster/myshardrs01_27118/log \
/usr/local/mongodb/sharded_cluster/myshardrs01_27118/data/db \
/usr/local/mongodb/sharded_cluster/myshardrs01_27218/log \
/usr/local/mongodb/sharded_cluster/myshardrs01_27218/data/db
创建配置文件
myshardrs01_27018
记得替换对应的bindIp
shell
vim /usr/local/mongodb/sharded_cluster/myshardrs01_27018/mongod.conf
systemLog:
destination: file
path: "/usr/local/mongodb/sharded_cluster/myshardrs01_27018/log/mongod.log"
logAppend: true
storage:
dbPath: "/usr/local/mongodb/sharded_cluster/myshardrs01_27018/data/db"
journal:
enabled: true
processManagement:
fork: true
pidFilePath: "/usr/local/mongodb/sharded_cluster/myshardrs01_27018/log/mongod.pid"
net:
bindIp: localhost,192.168.112.10
port: 27018
replication:
replSetName: myshardrs01
sharding:
clusterRole: shardsvr
myshardrs01_27118
记得替换对应的bindIp
shell
vim /usr/local/mongodb/sharded_cluster/myshardrs01_27118/mongod.conf
systemLog:
destination: file
path: "/usr/local/mongodb/sharded_cluster/myshardrs01_27118/log/mongod.log"
logAppend: true
storage:
dbPath: "/usr/local/mongodb/sharded_cluster/myshardrs01_27118/data/db"
journal:
enabled: true
processManagement:
fork: true
pidFilePath: "/usr/local/mongodb/sharded_cluster/myshardrs01_27118/log/mongod.pid"
net:
bindIp: localhost,192.168.112.10
port: 27118
replication:
replSetName: myshardrs01
sharding:
clusterRole: shardsvr
myshardrs01_27218
记得替换对应的bindIp
shell
vim /usr/local/mongodb/sharded_cluster/myshardrs01_27218/mongod.conf
systemLog:
destination: file
path: "/usr/local/mongodb/sharded_cluster/myshardrs01_27218/log/mongod.log"
logAppend: true
storage:
dbPath: "/usr/local/mongodb/sharded_cluster/myshardrs01_27218/data/db"
journal:
enabled: true
processManagement:
fork: true
pidFilePath: "/usr/local/mongodb/sharded_cluster/myshardrs01_27218/log/mongod.pid"
net:
bindIp: localhost,192.168.112.10
port: 27218
replication:
replSetName: myshardrs01
sharding:
clusterRole: shardsvr
启动第一套副本集:一主一副本一仲裁
shell
/usr/local/mongodb/bin/mongod -f /usr/local/mongodb/sharded_cluster/myshardrs01_27018/mongod.conf
/usr/local/mongodb/bin/mongod -f /usr/local/mongodb/sharded_cluster/myshardrs01_27118/mongod.conf
/usr/local/mongodb/bin/mongod -f /usr/local/mongodb/sharded_cluster/myshardrs01_27218/mongod.conf
验证一下进程是否正常
ps -ef|grep mongod
连接主节点
shell
mongo --host ip.ip.ip.ip --port 27018
shell
rs.initiate()
{
"info2" : "no configuration specified. Using a default configuration for the set",
"me" : "192.168.112.10:27018",
"ok" : 1
}
myshardrs01:SECONDARY>
myshardrs01:PRIMARY>
添加副节点和仲裁节点
shell
rs.add("192.168.112.10:27118")
{
"ok" : 1,
"$clusterTime" : {
"clusterTime" : Timestamp(1714658449, 1),
"signature" : {
"hash" : BinData(0,"AAAAAAAAAAAAAAAAAAAAAAAAAAA="),
"keyId" : NumberLong(0)
}
},
"operationTime" : Timestamp(1714658449, 1)
}
shell
rs.addArb("192.168.112.10:27218")
{
"ok" : 1,
"$clusterTime" : {
"clusterTime" : Timestamp(1714658509, 1),
"signature" : {
"hash" : BinData(0,"AAAAAAAAAAAAAAAAAAAAAAAAAAA="),
"keyId" : NumberLong(0)
}
},
"operationTime" : Timestamp(1714658509, 1)
}
查看副本集
rs.conf()
rs.status()
- shard2主机操作
类似shard1 - 配置节点副本集的创建
准备存放数据和日志的目录
shell
mkdir -p /usr/local/mongodb/sharded_cluster/myconfigrs_27019/log \
/usr/local/mongodb/sharded_cluster/myconfigrs_27019/data/db \
/usr/local/mongodb/sharded_cluster/myconfigrs_27119/log \
/usr/local/mongodb/sharded_cluster/myconfigrs_27119/data/db \
/usr/local/mongodb/sharded_cluster/myconfigrs_27219/log \
/usr/local/mongodb/sharded_cluster/myconfigrs_27219/data/db
创建配置文件
myconfigrs_27019
shell
systemLog:
destination: file
path: "/usr/local/mongodb/sharded_cluster/myconfigrs_27019/log/mongod.log"
logAppend: true
storage:
dbPath: "/usr/local/mongodb/sharded_cluster/myconfigrs_27019/data/db"
journal:
enabled: true
processManagement:
fork: true
pidFilePath: "/usr/local/mongodb/sharded_cluster/myconfigrs_27019/log/mongod.pid"
net:
bindIp: localhost,192.168.112.30
port: 27019
replication:
replSetName: myconfigr
sharding:
clusterRole: configsvr
myconfigrs_27119
shell
systemLog:
destination: file
path: "/usr/local/mongodb/sharded_cluster/myconfigrs_27119/log/mongod.log"
logAppend: true
storage:
dbPath: "/usr/local/mongodb/sharded_cluster/myconfigrs_27119/data/db"
journal:
enabled: true
processManagement:
fork: true
pidFilePath: "/usr/local/mongodb/sharded_cluster/myconfigrs_27119/log/mongod.pid"
net:
bindIp: localhost,192.168.112.30
port: 27119
replication:
replSetName: myconfigr
sharding:
clusterRole: configsvr
myconfigrs_27219
shell
systemLog:
destination: file
path: "/usr/local/mongodb/sharded_cluster/myconfigrs_27219/log/mongod.log"
logAppend: true
storage:
dbPath: "/usr/local/mongodb/sharded_cluster/myconfigrs_27219/data/db"
journal:
enabled: true
processManagement:
fork: true
pidFilePath: "/usr/local/mongodb/sharded_cluster/myconfigrs_27219/log/mongod.pid"
net:
bindIp: localhost,192.168.112.30
port: 27219
replication:
replSetName: myconfigr
sharding:
clusterRole: configsvr
启动副本集
shell
/usr/local/mongodb/bin/mongod -f /usr/local/mongodb/sharded_cluster/myconfigrs_27019/mongod.conf
/usr/local/mongodb/bin/mongod -f /usr/local/mongodb/sharded_cluster/myconfigrs_27119/mongod.conf
/usr/local/mongodb/bin/mongod -f /usr/local/mongodb/sharded_cluster/myconfigrs_27219/mongod.conf
ps检查进程是否正常
连接主节点
mongo --host 192.168.112.30 --port 27019
初始化副本集
shell
rs.initiate()
{
"info2" : "no configuration specified. Using a default configuration for the set",
"me" : "192.168.112.30:27019",
"ok" : 1,
"$gleStats" : {
"lastOpTime" : Timestamp(1714702204, 1),
"electionId" : ObjectId("000000000000000000000000")
},
"lastCommittedOpTime" : Timestamp(0, 0)
}
添加副本节点
shell
rs.add("192.168.112.30:27119")
{
"ok" : 1,
"$gleStats" : {
"lastOpTime" : {
"ts" : Timestamp(1714702333, 2),
"t" : NumberLong(1)
},
"electionId" : ObjectId("7fffffff0000000000000001")
},
"lastCommittedOpTime" : Timestamp(1714702333, 2),
"$clusterTime" : {
"clusterTime" : Timestamp(1714702335, 1),
"signature" : {
"hash" : BinData(0,"AAAAAAAAAAAAAAAAAAAAAAAAAAA="),
"keyId" : NumberLong(0)
}
},
"operationTime" : Timestamp(1714702333, 2)
}
添加副本节点
shell
rs.add("192.168.112.30:27219")
{
"ok" : 1,
"$gleStats" : {
"lastOpTime" : {
"ts" : Timestamp(1714702365, 2),
"t" : NumberLong(1)
},
"electionId" : ObjectId("7fffffff0000000000000001")
},
"lastCommittedOpTime" : Timestamp(1714702367, 1),
"$clusterTime" : {
"clusterTime" : Timestamp(1714702367, 1),
"signature" : {
"hash" : BinData(0,"AAAAAAAAAAAAAAAAAAAAAAAAAAA="),
"keyId" : NumberLong(0)
}
},
"operationTime" : Timestamp(1714702365, 2)
}
- 路由节点的创建和操作
shell
mkdir -p /usr/local/mongodb/sharded_cluster/mymongos_27017/log
创建配置文件
shell
vim /usr/local/mongodb/sharded_cluster/mymongos_27017/mongos.conf
systemLog:
destination: file
path: "/usr/local/mongodb/sharded_cluster/mymongos_27017/log/mongod.log"
logAppend: true
processManagement:
fork: true
pidFilePath: "/usr/local/mongodb/sharded_cluster/mymongos_27017/log/mongod.pid"
net:
bindIp: localhost,192.168.112.40
port: 27017
sharding:
configDB: myconfigrs/192.168.112.30:27019,192.168.112.30:27119,192.168.112.30:27219
启动
/usr/local/mongodb/bin/mongos -f /usr/local/mongodb/sharded_cluster/mymongos_27017/mongos.conf
客户端登录mongo
mongo --port 27017
此时写入不了数据
通过路由节点操作,现在只是连接了配置节点
还没有连接分片数据节点,因此无法写入业务数据
- 添加分片副本集
第一套分片加进来
shell
sh.addShard("myshardrs01/192.168.112.10:27018,192.168.112.10:27118,192.168.112.10:27218")
{
"shardAdded" : "myshardrs01",
"ok" : 1,
"operationTime" : Timestamp(1714705107, 3),
"$clusterTime" : {
"clusterTime" : Timestamp(1714705107, 3),
"signature" : {
"hash" : BinData(0,"AAAAAAAAAAAAAAAAAAAAAAAAAAA="),
"keyId" : NumberLong(0)
}
}
}
查看分片状态
shell
sh.status()
--- Sharding Status ---
sharding version: {
"_id" : 1,
"minCompatibleVersion" : 5,
"currentVersion" : 6,
"clusterId" : ObjectId("6634477c7677719ed2388706")
}
shards:
{ "_id" : "myshardrs01", "host" : "myshardrs01/192.168.112.10:27018,192.168.112.10:27118", "state" : 1 }
most recently active mongoses:
"4.4.6" : 1
autosplit:
Currently enabled: yes
balancer:
Currently enabled: yes
Currently running: no
Failed balancer rounds in last 5 attempts: 0
Migration Results for the last 24 hours:
No recent migrations
databases:
{ "_id" : "config", "primary" : "config", "partitioned" : true }
第二套分片加进来
shell
sh.addShard("myshardrs02/192.168.112.20:27318,192.168.112.20:27418,192.168.112.20:27518")
{
"shardAdded" : "myshardrs02",
"ok" : 1,
"operationTime" : Timestamp(1714705261, 2),
"$clusterTime" : {
"clusterTime" : Timestamp(1714705261, 2),
"signature" : {
"hash" : BinData(0,"AAAAAAAAAAAAAAAAAAAAAAAAAAA="),
"keyId" : NumberLong(0)
}
}
}
查看分片状态
shell
sh.status()
--- Sharding Status ---
sharding version: {
"_id" : 1,
"minCompatibleVersion" : 5,
"currentVersion" : 6,
"clusterId" : ObjectId("6634477c7677719ed2388706")
}
shards:
{ "_id" : "myshardrs01", "host" : "myshardrs01/192.168.112.10:27018,192.168.112.10:27118", "state" : 1 }
{ "_id" : "myshardrs02", "host" : "myshardrs02/192.168.112.20:27318,192.168.112.20:27418", "state" : 1 }
most recently active mongoses:
"4.4.6" : 1
autosplit:
Currently enabled: yes
balancer:
Currently enabled: yes
Currently running: no
Failed balancer rounds in last 5 attempts: 0
Migration Results for the last 24 hours:
34 : Success
databases:
{ "_id" : "config", "primary" : "config", "partitioned" : true }
config.system.sessions
shard key: { "_id" : 1 }
unique: false
balancing: true
chunks:
myshardrs01 990
myshardrs02 34
too many chunks to print, use verbose if you want to force print
移除分片
shell
use db
db.runCommand({removeShard: "myshardrs02"})
-
开启分片功能
sh.enableSharding("库名")
sh.shardCollection("库名.集合名",{"key":1})
-
插入数据测试
shell
mongos> use test
switched to db test
mongos> for(var i=1;i<=1000;i++){db.comment.insert({_id:i+"",nickname:"Test"+i})}
WriteResult({ "nInserted" : 1 })
mongos> db.comment.count()
1000
可以分别登录到两个分片节点上查看文档数量
-
再添加一个路由节点
步骤同上
-
其他可参考的博客
https://www.cnblogs.com/misakivv/p/18171124
https://juejin.cn/post/7160298673182605343
https://mp.weixin.qq.com/s/5oLjCRbXfWNFwmB6jkykZQ