ココロもつながるオンラインゲーム–アットゲームズ–のMongoDB導入事例

– – MongoDB 5 MongoDB (@nsega) GCREST, Inc.

•  (Age:28) (twitter: @nsega) •  •  •  •  ( SNS ) •  •  JavaEE

Agenda •  •  MongoDB •  •  •  •  • 

? -@games- http://www.atgames.jp/ 290

MongoDB

MongoDB SNS ( )

•  •  MySQL • 

•  • 

MongoDB •  •  NoSQL

MongoDB l  NoSQL MongoDB l  MongoDB JP

MongoDB

( SNS ) •  Linux/CentOS v5.4 •  Apache v2.2.14 •  MySQL v5.5(InnoDB) •  PostgreSQL v9.0.1 •  MongoDB v1.8.2-rc3 NEW!! •  PHP v5.2 / symfony v1.2.9 (MongoDriver/mongo.so) NEW!!

15 (Web/PC ) 3 (Web/Mobile ) mongos 5 (MySQL) 1 :Master / 3 :Slave/ 1 :

3 (MongoDB) NEW!! •  CPU:Intel(R) Xeon(R) 2.13GHz 8core •  Memory:16GB •  HDD: 550GB (xfs 400GB/mongo )

Web Server x 18 (PC/MB) mongos Server1 Server2 Server3 CONFIG CONFIG CONFIG Sharding PRIMARY PRIMARY PRIMARY ReplicaSet ReplicaSet ReplicaSet SECONDARY SECONDARY SECONDARY

MongoDB DataAccess

MongoDB ( ) ( ) ( )

l Shard Key ( ID( )) mod 100 md Shard Key l 100 (0~99) 3 Shard

l Chunk (split ) /usr/local/mongodb/bin/mongo localhost/admin; >db.runCommand({split:"sns.footprints",middle:{md:0}}); >db.runCommand({split:"sns.footprints",middle:{md:1}}); : >db.runCommand({split:"sns.footprints",middle:{md:98}}); >db.runCommand({split:"sns.footprints",middle:{md:99}});

l Chunk (moveChunk )>db.runCommand({moveChunk:"sns.footprints", find:{md:0},to:”mongo01"}); >db.runCommand({moveChunk:"sns.footprints", find:{md:1},to:”mongo02"}); : >db.runCommand({moveChunk:"sns.footprints", find:{md:98},to:”mongo03"}); >db.runCommand({moveChunk:"sns.footprints", find:{md:99},to:”mongo01"});

MongoDB DataAccess •  Symfony(PHP) + MongoDB • 

MongoDB DataAccess Class MogoKeyValue MongoDB Class Class DiaryEvalMongoKeyVale FootprintsMongoKeyVale DAO

•  explain • 

> db.footprints.findOne();{"_id" : ObjectId("4e0967ac6978a9cf03000027"),"md" : 73, "fromId" : 5439901, md/ ID mod 100 "toId” : 5484473, fromId/ ID "date" : 1106281433, toId/ ID date/ (YYMMDDHH24MISS)”dataType" : 0 dateType/}> db.footprints.count(); ( ) 30282 30,000

explain >db.footprints.ﬁnd({"fromId":5439901,”dateType":{$gt:0}}) Ø  .sort({"date":-1}).explain(); { "cursor" : "BasicCursor", INDEX"nscanned" : 30178, "nscannedObjects" : 30178, "n" : 54, "scanAndOrder" : true, "millis" : 31, "nYields" : 0, "nChunkSkips" : 0, "isMultiKey" : false, "indexOnly" : false, "indexBounds" : { } }

INDEX > db.footprints.ensureIndex({fromId:1,dataType:1,date:-1}); > db.footprints.getIndexes();[ : wkwk { "_id" : ObjectId("4e2c5aff4ab228594428620c"), "ns" : "sns.footprints", "key" : { "fromId" : 1, ”dataType" : 1, INDEX "date" : -1 }, "name" : "fromId_1_dataType_1_date_-1", "v" : 0 } ]

explain>db.footprints.find({"fr":5439901,"ty":{$gt:0}}).sort({"dt":-1}).explain();{"cursor" : "BtreeCursor fromId_1_dataType_1_date_-1,"nscanned" : 54,"nscannedObjects" : 54, INDEX "n" : 54,"scanAndOrder" : true,"millis" : 1,"nYields" : 0, "nChunkSkips" : 0,"isMultiKey" : false, "indexOnly" : false, ( )"indexBounds" : {:

orz •  MongoDB •  PHP

> db.diaryeval.ﬁndOne(); { "_id" : ObjectId("4e2afdc86978a9bb76000000"), "md" : 32, "diaryId" : 2224, "fromId" : 5472732, "toId" : 5439901, md/ fromId mod 100 ”dataType" : 1, diaryId/ DiaryID "date" : "2011/07/24 01:58:48" } fromId/ ID toId/ ID dateType/ date/ (YYYY/MM/DD HH24:MI:SS)

NG OK /

( Д ) !!

DB (perl)

DB perl 2011/6/24

DB >db.footprints.ﬁnd({”dataType":0,"date":{$lt:110624000000}}) .count();359832 36

DB >perl remove.ashiato.over.one.month.pl [2011-06-24 14:28:45] TARGET < 110624 [2011-06-24 14:28:45] END $VAR1 = 1; 36 !

DB >db.footprints.ﬁnd({”dataType":0,"date":{$lt:110624000000}}) .count();359832 orz

DB ( ´ ) (´ )( )( )>db.footprints.ﬁnd({”dataType":0,"date":{$lt:110624000000}}) .count(); 0 DB ( )

mongod

mongod mongod(primary)

mongod : [conn38666] JS Error: out of memory

mongod l  mongod AP accept l  AP MongoDB l 

server1 mongod(PRIMARY)ReplicaSet SECONDARY PRIMARY ( д )

SECONDARY [rs Manager] replSet cant see a majority, will not try to elect self elect

mongo1 mongo1 server2 SECONDARY

mongo1 mongo1 server1 priority server2 (default 01)

ReplicaSet SECONDARYpriority 1 PRIMARY SECONDARY (*´ ) ( д lll) ( )

slowms >/usr/local/mongodb/bin/mongod --slowms 500 --logpath /var/log/mongodb/data.log 500ms

Fri Jul 22 15:48:24 [conn171] query sns.$cmd ntoreturn:1 command: { count: "footprints", query: { toId: , $where: "this.dataType > 0" } } reslen:64 607ms Fri Jul 22 17:53:00 [conn33887] query sns.$cmd ntoreturn:1 command: { count: "footprints", query: { toId: , $where: "this.dataType > 0" } } reslen:64 527ms ( `д ´)

printShardingSizes() 2 1 moveChunk()

printShardingSizes() 7/26 (7/5) 3 2GB

l  l MongoDB l  Map/Reduce

MongoDBgroup Map/Reduce http://www.mongodb.org/pages/viewpage.action?pageId=6750296

• RDBMS •  • 

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ココロもつながるオンラインゲーム–アットゲームズ–のMongoDB導入事例

by Naoki Sega on Jul 30, 2011

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ココロもつながるオンラインゲーム–アットゲームズ–のMongoDB導入事例 — Presentation Transcript