20110514 mongo dbチューニング

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第3回MongoDB勉強会の発表資料です。 …

第3回MongoDB勉強会の発表資料です。

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  • 1. MongoDB id:matsuou1
  • 2. !  !  !  !  !  !   Tips!  
  • 3. !   ID matsuou1!   !   !   !   !   Oracle PostgreSQL!   MongoDB Hadoop R
  • 4. 1. 2. 3. 4. 
  • 5. !  !   RDBMS!  
  • 6. !  !  
  • 7. MongoDB !   !   CPU!   !   JOIN!  
  • 8. •  •  100 insert update delete •  •  nscanned 10• 
  • 9. db/queryoptimizer.cpp
  • 10. !   explain > db.logs.find({uid:"a10Sty5jqqiyxxxx2"}).explain(); { "cursor" : "BasicCursor", "nscanned" : 2669511, "nscannedObjects" : 2669511, "n" : 3, "millis" : 6100, "nYields" : 0, "nChunkSkips" : 0, "isMultiKey" : false, "indexOnly" : false, "indexBounds" : { } }
  • 11. cursor BasicCursor BasicCursor or BtreeCursor nscanned 14 nscannedObjects 14 n 14 millis 9 ms nYields 0nChunkSkips 0 Chunk isMultiKey false indexOnly false indexBounds scanAndOrder allPlans
  • 12. ( ) > db.logs.find({uid:"a10Sty5jqqiyxxxx2"}).explain();{ "cursor" : "BasicCursor", "nscanned" : 2669511, "nscannedObjects" : 2669511, "n" : 3, "millis" : 6100, "nYields" : 0, 6100ms "nChunkSkips" : 0, 3 266 "isMultiKey" : false, "indexOnly" : false, "indexBounds" : { }}
  • 13. ( ) > db.logs.find({uid:"b3iVxMGIEc3xxxxY"}).explain();{ "cursor" : "BtreeCursor uid_1", "nscanned" : 3, "nscannedObjects" : 3, "n" : 3, "millis" : 6, ”uid_1” "nYields" : 0, 6ms "nChunkSkips" : 0, 3 3 "isMultiKey" : false, "indexOnly" : false, "indexBounds" : { "uid" : [ [ "b3iVxMGIEc3xxxxY", "b3iVxMGIEc3xxxxY" ] ] }}
  • 14. !   ! slowms !   ! db.setProfilingLevel(level,slowms) !  
  • 15. slowms !   mongod slowms ms mongod mongod --logpath=/var/log/mongodb/mongodb.log --logappend –slowms 500 Sat May 14 02:25:53 [conn16] query logdb.$cmd ntoreturn:1command: { count: "logs", query: { path: "/index.html" }, fields: {} } reslen:64 3116ms
  • 16. setProfilingLevel setProfilingLevel (level,slowms) > db.setProfilingLevel(1,500); { "was" : 1, "slowms" : 100, "ok" : 1 } 100ms
  • 17. setProfilingLevel system.profile > db.system.profile.find();{ "ts" : ISODate("2011-05-01T03:40:04.462Z"), "info" : "query logdb.logs reslen:192nscanned:2669511 nquery: { uid: "b2kwyYCXn3b5Scpr" } nreturned:1 6686ms","millis" : 6686 } ts millis info query query query nscanned reslen nreturned
  • 18. db.currentOp opid ID KillOp op query update ns query lockType waitingForLock client desc
  • 19. > db.currentOp();{ "inprog" : [ { "opid" : 272, "active" : true, "lockType" : "read", "waitingForLock" : false, "secs_running" : 20, "op" : "query", "ns" : "logdb.logs", "query" : { "count" : "logs", "query" : { "month" : "2010/02" }, "fields" : { } }, "client" : "127.0.0.1:59394", "desc" : "conn" }]}
  • 20. slowms db.setProfilingLevel collection system.profile capped collection db.currentOp MongoDB
  • 21. Tips
  • 22. !   • db.c.find( {x:10,y:20} ), using index {x:1,y:1} • db.c.find( {x:10,y:20} ), using index {x:1,y:-1} • db.c.find( {x:{$in:[10,20]},y:20} ), using index {x:1,y:1} • db.c.find().sort( {x:1,y:1} ), using index {x:1,y:1} • db.c.find().sort( {x:-1,y:1} ), using index {x:1,y:-1} • db.c.find( {x:10} ).sort( {y:1} ), using index {x: 1,y:1}
  • 23. hint !   hint!  
  • 24. hint > db.logs.find({uid:"f2RNwtj34m3xxxxB" , path : "/index.html"}).hint({uid:1}).explain();{ "cursor" : "BtreeCursor uid_1", "nscanned" : 95, "nscannedObjects" : 95, "n" : 35, "millis" : 3, "nYields" : 0, "nChunkSkips" : 0, "isMultiKey" : false, "indexOnly" : false, "indexBounds" : { "uid" : [ [ "f2RNwtj34m3xxxxB", "f2RNwtj34m3xxxxB" ] ] }}
  • 25. hint > db.logs.find({uid:"f2RNwtj34m3xxxxB" , path : "/index.html"}).hint({uid:1 , path:1}).explain();{ "cursor" : "BtreeCursor uid_1_path_1", "nscanned" : 35, "nscannedObjects" : 35, "n" : 35, "millis" : 0, "nYields" : 0, "nChunkSkips" : 0, "isMultiKey" : false, "indexOnly" : false, "indexBounds" : { "uid" : [ [ "f2RNwtj34m3xxxxB", "f2RNwtj34m3xxxxB" ] ], ( ) }}
  • 26. mongostat mongostat
  • 27. mongostat inserts insert / query query / update update / delete delete / getmore getmore / command command / flushes fsync flush / mapped Map MB visze MB res MB faults / locked Idx miss qr|qw read | write ar|aw read | write netIn In bits netOut Out bits conn
  • 28. collection !   getIndexKeys() > db.logs.getIndexKeys(); [ { "_id" : 1 }, { "uid" : 1 }, { "uid" : 1, "path" : 1 } ]
  • 29. !   db.currentOp opid db.killOp(opid) > db.currentOp(); { "inprog" : [ { "opid" : 308, "active" : true, "lockType" : "read", "waitingForLock" : false, "secs_running" : 11, "op" : "query", "ns" : "logdb.logs", ( ) } ] } > db.killOp(308); { "info" : "attempting to kill op" }
  • 30. !  !   !   explain!   !   slowms !   setProfilingLevel !   db.currentOP!   Tips !   !   Hint !   mongostat