I'm trying to switch mysql to mongodb. But i have an issue about sorting performance.
I have millions of documents as following;
{
"_id": ObjectId("5af7cbda7500fc509c3098ce"),
"name": "Task Name",
"category": "performance",
"subIssues": [
{
"taskId": 10,
"description": "Task description",
"createdAt": "2018-05-11 14:37:07.000Z"
},
{
"taskId": 11,
"description": "Task description",
"createdAt": "2018-05-11 14:37:07.000Z"
},
{
"taskId": 12,
"description": "Task description",
"createdAt": "2018-05-11 14:37:07.000Z"
}
]
}
I want to sorting by "subIssues.taskId", the query is ".tasks.find({"name": "performance"}).limit(10).sort({"subIssues.taskId": -1})". But this query works too slow. I tried another field (sorting by "name"), that worked very fast but sub array wasn't. Collection indexes;
[
{
"_id" : 1
},
{
"name" : 1.0
},
{
"subIssues.taskId" : 1.0
}
]
Explain Output;
{
"queryPlanner" : {
"plannerVersion" : 1,
"namespace" : "testing.tasks",
"indexFilterSet" : false,
"parsedQuery" : {
"name" : {
"$eq" : "performance"
}
},
"winningPlan" : {
"stage" : "SORT",
"sortPattern" : {
"subIssues.taskId" : -1.0
},
"limitAmount" : 10,
"inputStage" : {
"stage" : "SORT_KEY_GENERATOR",
"inputStage" : {
"stage" : "FETCH",
"inputStage" : {
"stage" : "IXSCAN",
"keyPattern" : {
"name" : 1.0
},
"indexName" : "name_1",
"isMultiKey" : false,
"multiKeyPaths" : {
"name" : []
},
"isUnique" : false,
"isSparse" : false,
"isPartial" : false,
"indexVersion" : 2,
"direction" : "forward",
"indexBounds" : {
"name" : [
"[\"performance\", \"performance\"]"
]
}
}
}
}
},
"rejectedPlans" : [
{
"stage" : "SORT",
"sortPattern" : {
"subIssues.taskId" : -1.0
},
"limitAmount" : 10,
"inputStage" : {
"stage" : "SORT_KEY_GENERATOR",
"inputStage" : {
"stage" : "FETCH",
"filter" : {
"name" : {
"$eq" : "performance"
}
},
"inputStage" : {
"stage" : "IXSCAN",
"keyPattern" : {
"subIssues.taskId" : 1.0
},
"indexName" : "subIssues.taskId_1",
"isMultiKey" : true,
"multiKeyPaths" : {
"subIssues.taskId" : [
"subIssues"
]
},
"isUnique" : false,
"isSparse" : false,
"isPartial" : false,
"indexVersion" : 2,
"direction" : "backward",
"indexBounds" : {
"subIssues.taskId" : [
"[MaxKey, MinKey]"
]
}
}
}
}
}
]
},
"serverInfo" : {
"host" : "5113848ca8f8",
"port" : 27017,
"version" : "3.6.4"
},
"ok" : 1.0
}
I use mongo 3.6 on centos 7, 16 core, 32gb ram.
what are your suggestions?
Try indexing the field you want to sort: db.records.createIndex( { subIssues.taskId: 1 } )
But i don't think this will work, change your data structure :)
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