高數據量和吞吐量的數據庫應用會對單機的性能形成較大壓力,大的查詢量會將單機的CPU耗盡,大的數據量對單機的存儲壓力較大,最終會耗盡系統的內存而將壓力轉移到磁盤IO上。linux
爲了解決這些問題,有兩個基本的方法: 垂直擴展和水平擴展。mongodb
垂直擴展:增長更多的CPU和存儲資源來擴展容量。shell
水平擴展:將數據集分佈在多個服務器上。水平擴展即分片。數據庫
分片爲應對高吞吐量與大數據量提供了方法。使用分片減小了每一個分片須要處理的請求數,所以,經過水平擴展,集羣能夠提升本身的存儲容量和吞吐量。舉例來講,當插入一條數據時,應用只須要訪問存儲這條數據的分片,使用分片減小了每一個分片存儲的數據。vim
(1)mongos :數據路由,和客戶端打交道的模塊。mongos自己沒有任何數據,他也不知道該怎麼處理這數據,去找config server服務器
(2)config server:全部存、取數據的方式,全部shard節點的信息,分片功能的一些配置信息。能夠理解爲真實數據的元數據。架構
(3)shard:真正的數據存儲位置,以chunk爲單位存數據。app
架構圖 ide
系統版本:CentOS Linux release 7.5.1804 (Core)性能
防火牆SE關閉
mongodb版本:mongodb-linux-x86_64-3.2.1.tgz
採用Mongodb多實例進行
解壓移動mongodb安裝包
tar zxvf mongodb-linux-x86_64-3.2.1.tgz -C /opt/
cd /opt/
mv mongodb-linux-x86_64-3.2.1/ /usr/local/mongodb
創建軟鏈接方便管理
cd /usr/local/mongodb/
cd bin/
ln -s /usr/local/mongodb/bin/mongo /usr/bin/mongo
ln -s /usr/local/mongodb/bin/mongod /usr/bin/mongod
mkdir -p /data/mongodb/mongodb{1,2,3,4}
cd /data/mongodb/
mkdir logs
cd logs/
touch mongodb{1,2,3,4}.log
chmod 777 *.log
優化進程以及打開文件數量
ulimit -u 25000
ulimit -n 25000
編輯配置文件(修改加粗項目)
cd /usr/local/mongodb/bin/
vim mongodb1.confport=37017
dbpath=/data/mongodb/mongodb1
logpath=/data/mongodb/logs/mongodb1.log
logappend=true
fork=true
maxConns=5000
storageEngine=mmapv1
configsvr=true //指定爲配置服務器
內存分攤:某節點內存不足時,從其餘節點分配內存
sysctl -w vm.zone_reclaim_mode=0
echo never > /sys/kernel/mm/transparent_hugepage/enabled
echo never > /sys/kernel/mm/transparent_hugepage/defrag
複製修改2,3的配置文件(修改粗體處)
cp -p mongodb1.conf mongodb2.conf
vim mongodb2.conf
port=47017
dbpath=/data/mongodb/mongodb2
logpath=/data/mongodb/logs/mongodb2.log
logappend=true
fork=true
maxConns=5000
storageEngine=mmapv1
shardsvr=true
cp -p mongodb2.conf mongodb3.conf
vim mongodb3.conf
port=47018
dbpath=/data/mongodb/mongodb3
logpath=/data/mongodb/logs/mongodb3.log
logappend=true
fork=true
maxConns=5000
storageEngine=mmapv1
shardsvr=true
啓動服務
mongod -f mongodb1.conf
mongod -f mongodb2.conf
mongod -f mongodb3.conf
開啓路由模式
./mongos --port 27017 --fork --logpath=/usr/local/mongodb/bin/route.log --configdb 192.168.137.13:37017 --chunkSize 1
到此複製集配置完成
登錄
[root@cent bin]# mongo
MongoDB shell version: 3.2.1
connecting to: test
Welcome to the MongoDB shell.
…
mongos> //這裏顯示用mongs登錄成功(配置服務器)
查看是否又分片服務器
mongos> sh.status()
]--- Sharding Status ---
sharding version: {
"_id" : 1,
"minCompatibleVersion" : 5,
"currentVersion" : 6,
"clusterId" : ObjectId("5b9e394051c099916cc7b236")
}
shards: //這裏沒有東西,那就是尚未建立分片服務器
active mongoses:
"3.2.1" : 1
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:
添加分片服務器
mongos> sh.addShard("192.168.137.13:47017") //添加47017
{ "shardAdded" : "shard0000", "ok" : 1 }
mongos> sh.addShard("192.168.137.13:47018") //添加47018
{ "shardAdded" : "shard0001", "ok" : 1 }
mongos> sh.status()
--- Sharding Status ---
sharding version: {
"_id" : 1,
"minCompatibleVersion" : 5,
"currentVersion" : 6,
"clusterId" : ObjectId("5b9e394051c099916cc7b236")
}
shards:
{ "_id" : "shard0000", "host" : "192.168.137.13:47017" } //看到添加成功了
{ "_id" : "shard0001", "host" : "192.168.137.13:47018" }
active mongoses:
"3.2.1" : 1
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:
給數據庫添加一些東西,看看它是否會分片。
mongos> use mood
switched to db mood
mongos> for(var i=1;i<=10000;i++)db.info.insert({"id":i,"name":"makee"+i})
WriteResult({
"writeError" : {
"code" : 70,
"errmsg" : "unable to target write op for collection mood.info :: caused by :: ShardNotFound No shards found"
}
})
mongos> sh.status()
--- Sharding Status ---
sharding version: {
"_id" : 1,
"minCompatibleVersion" : 5,
"currentVersion" : 6,
"clusterId" : ObjectId("5ba24eeef6c5933feb7b6cf5")
}
shards:
active mongoses:
"3.2.1" : 1
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: //並無
由於咱們須要啓動分片才能夠,下面啓動它
mongos> sh.enableSharding("mood") //開啓數據庫分片
{ "ok" : 1 }
mongos> db.info.createIndex({"id":1}) //建立表索引
{
"raw" : {
"192.168.137.13:47017" : {
"createdCollectionAutomatically" : false,
"numIndexesBefore" : 1,
"numIndexesAfter" : 2,
"ok" : 1
}
},
"ok" : 1
}
mongos> sh.shardCollection("mood.info",{"id":1}) //表分片{ "collectionsharded" : "mood.info", "ok" : 1 }mongos> sh.status() //查看結果--- Sharding Status --- sharding version: { "_id" : 1, "minCompatibleVersion" : 5, "currentVersion" : 6, "clusterId" : ObjectId("5ba3b64dcc3cc1318414a128")} shards: { "_id" : "shard0000", "host" : "192.168.137.13:47017" } { "_id" : "shard0001", "host" : "192.168.137.13:47018" } active mongoses: "3.2.1" : 1 balancer: Currently enabled: yes Currently running: no Failed balancer rounds in last 5 attempts: 0 Migration Results for the last 24 hours: 1 : Success databases: { "_id" : "mood", "primary" : "shard0000", "partitioned" : true } mood.info shard key: { "id" : 1 } unique: false balancing: true chunks: shard0000 2 shard0001 1 { "id" : { "$minKey" : 1 } } -->> { "id" : 4682 } on : shard0001 Timestamp(2, 0) //已經開始分片了 { "id" : 4682 } -->> { "id" : 9364 } on : shard0000 Timestamp(2, 1) { "id" : 9364 } -->> { "id" : { "$maxKey" : 1 } } on : shard0000 Timestamp(1, 2)