判断是否使用索引搜索
索引在数据库中是一个不可或缺的存在,想让你的查询结果快准狠
,还是需要索引的来帮忙,那么在mongo中如何判断搜索是不是走索引呢?通常使用执行计划(解释计划、Explain Plan)来查看查询的情况,如查询耗费的时间、是否基于索引查询等。
索引语法
db.collection.find(query,options).explain(options)
创建索引前
查看根据name查询数据的情况:
> db.user.find({"name":"张三"}).explain()
{explainVersion: '1',queryPlanner: {namespace: 'test.user',indexFilterSet: false,parsedQuery: {name: {'$eq': '张三'}},queryHash: 'A2F868FD',planCacheKey: 'A2F868FD',maxIndexedOrSolutionsReached: false,maxIndexedAndSolutionsReached: false,maxScansToExplodeReached: false,winningPlan: {stage: 'COLLSCAN',filter: {name: {'$eq': '张三'}},direction: 'forward'},rejectedPlans: []},command: {find: 'user',filter: {name: '张三'},'$db': 'test'},serverInfo: {host: 'ADMIN',port: 27017,version: '7.0.6',gitVersion: '66cdc1f28172cb33ff68263050d73d4ade73b9a4'},serverParameters: {internalQueryFacetBufferSizeBytes: 104857600,internalQueryFacetMaxOutputDocSizeBytes: 104857600,internalLookupStageIntermediateDocumentMaxSizeBytes: 104857600,internalDocumentSourceGroupMaxMemoryBytes: 104857600,internalQueryMaxBlockingSortMemoryUsageBytes: 104857600,internalQueryProhibitBlockingMergeOnMongoS: 0,internalQueryMaxAddToSetBytes: 104857600,internalDocumentSourceSetWindowFieldsMaxMemoryBytes: 104857600,internalQueryFrameworkControl: 'trySbeRestricted'},ok: 1
}
关键点看: "stage" : "COLLSCAN"
, 表示全集合扫描
创建索引后
下面对name建立索引
db.user.createIndex({name:1})
看效果
> db.user.find({"name":"张三"}).explain()
{explainVersion: '1',queryPlanner: {namespace: 'test.user',indexFilterSet: false,parsedQuery: {name: {'$eq': '张三'}},queryHash: 'A2F868FD',planCacheKey: 'A3E454E0',maxIndexedOrSolutionsReached: false,maxIndexedAndSolutionsReached: false,maxScansToExplodeReached: false,winningPlan: {stage: 'FETCH',inputStage: {stage: 'IXSCAN',keyPattern: {name: 1},indexName: 'name_1',isMultiKey: false,multiKeyPaths: {name: []},isUnique: false,isSparse: false,isPartial: false,indexVersion: 2,direction: 'forward',indexBounds: {name: ['["张三", "张三"]']}}},rejectedPlans: []},command: {find: 'user',filter: {name: '张三'},'$db': 'test'},serverInfo: {host: 'ADMIN',port: 27017,version: '7.0.6',gitVersion: '66cdc1f28172cb33ff68263050d73d4ade73b9a4'},serverParameters: {internalQueryFacetBufferSizeBytes: 104857600,internalQueryFacetMaxOutputDocSizeBytes: 104857600,internalLookupStageIntermediateDocumentMaxSizeBytes: 104857600,internalDocumentSourceGroupMaxMemoryBytes: 104857600,internalQueryMaxBlockingSortMemoryUsageBytes: 104857600,internalQueryProhibitBlockingMergeOnMongoS: 0,internalQueryMaxAddToSetBytes: 104857600,internalDocumentSourceSetWindowFieldsMaxMemoryBytes: 104857600,internalQueryFrameworkControl: 'trySbeRestricted'},ok: 1
}
关键点看: "stage" : "IXSCAN"
,基于索引的扫描
compass查看:
建立的索引是否有效,效果如何,都需要通过执行计划查看,以此来判断你的SQL是否需要优化,是否需要创建索引,耗时多久等等,用处可不少呢。