MongoDB CPU佔用率高的原因分析

  1. 通過查找Stack Overflow找到相關問題的解答
  2. 跟索引相關
  3. 使用db.currenyOp();命令得到正在執行的命令(增刪改查)以及通過ns來查看是否正在使用索引'ns':'collections.system.indexes';            
  4. 同時,查看MongoDB log日誌 MongoDB日誌器會打印索引查詢時間超過100ms的操作,發現當前數據庫打印的數據查詢超過400m
  5. 2018-06-28T16:51:08.275+0800 I COMMAND  [conn30] command bws.block command: find { find: "block", filter: { blockhash: "378bc0ec06bc22534f2967db5b2b1855dc9776596a7e6b46ad76805aad71d6e3" }, sort: { blockheight: -1 }, limit: 1 } planSummary: COLLSCAN keysExamined:0 docsExamined:376638 hasSortStage:1 cursorExhausted:1 numYields:2944 nreturned:1 reslen:4594 locks:{ Global: { acquireCount: { r: 5890 } }, Database: { acquireCount: { r: 2945 } }, Collection: { acquireCount: { r: 2945 } } } protocol:op_query 396ms
  6. 從日誌得出查詢時間較長的語句,單獨執行db.collections.find({條件}).sort({value:-1}).limit(1).explain('executionStatus');得出查詢詳細信息。其中totalDocsExamined指的是MongoDB掃描的文檔數量。
  7. {
    "queryPlanner" : {
    "plannerVersion" : 1,
    "namespace" : "bws.block",
    "indexFilterSet" : false,
    "parsedQuery" : {
    "blockhash" : {
    "$eq" : "378bc0ec06bc22534f2967db5b2b1855dc9776596a7e6b46ad76805aad71d6e3"
    }
    },
    "winningPlan" : {
    "stage" : "SORT",
    "sortPattern" : {
    "blockheight" : -1
    },
    "limitAmount" : 1,
    "inputStage" : {
    "stage" : "SORT_KEY_GENERATOR",
    "inputStage" : {
    "stage" : "COLLSCAN",
    "filter" : {
    "blockhash" : {
    "$eq" : "378bc0ec06bc22534f2967db5b2b1855dc9776596a7e6b46ad76805aad71d6e3"
    }
    },
    "direction" : "forward"
    }
    }
    },
    "rejectedPlans" : [ ]
    },
    "executionStats" : {
    "executionSuccess" : true,
    "nReturned" : 1,
    "executionTimeMillis" : 205,
    "totalKeysExamined" : 0,
    "totalDocsExamined" : 403964,
    "executionStages" : {
    "stage" : "SORT",
    "nReturned" : 1,
    "executionTimeMillisEstimate" : 171,
    "works" : 403969,
    "advanced" : 1,
    "needTime" : 403967,
    "needYield" : 0,
    "saveState" : 3156,
    "restoreState" : 3156,
    "isEOF" : 1,
    "invalidates" : 0,
    "sortPattern" : {
    "blockheight" : -1
    },
    "memUsage" : 4502,
    "memLimit" : 33554432,
    "limitAmount" : 1,
    "inputStage" : {
    "stage" : "SORT_KEY_GENERATOR",
    "nReturned" : 1,
    "executionTimeMillisEstimate" : 161,
    "works" : 403967,
    "advanced" : 1,
    "needTime" : 403965,
    "needYield" : 0,
    "saveState" : 3156,
    "restoreState" : 3156,
    "isEOF" : 1,
    "invalidates" : 0,
    "inputStage" : {
    "stage" : "COLLSCAN",
    "filter" : {
    "blockhash" : {
    "$eq" : "378bc0ec06bc22534f2967db5b2b1855dc9776596a7e6b46ad76805aad71d6e3"
    }
    },
    "nReturned" : 1,
    "executionTimeMillisEstimate" : 161,
    "works" : 403966,
    "advanced" : 1,
    "needTime" : 403964,
    "needYield" : 0,
    "saveState" : 3156,
    "restoreState" : 3156,
    "isEOF" : 1,
    "invalidates" : 0,
    "direction" : "forward",
    "docsExamined" : 403964
    }
    }
    }
    },
    "serverInfo" : {
    "host" : "MwalletDB",
    "port" : 27017,
    "version" : "3.4.2",
    "gitVersion" : "3f76e40c105fc223b3e5aac3e20dcd026b83b38b"
    },
    "ok" : 1
    }
  8. 由於是生產環境無法停止數據庫的訪問,所以準備後臺構建索引。命令爲:db.collections.createIndex({value:1},{background:true})
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