I ran execution stats on this query:
exp.find({"first_name": {$gt: "J"}}).sort({"address.city":-1})
It wasn’t a pretty index by no means but it wasn’t a collection scan either.
here are the results. I believe there should be credit given for this answer. Also, the lessons to the lab are very confusing. I though indexing had to correlate to the order it was given. many of these orders didn’t make sense.
{
"queryPlanner" : {
"plannerVersion" : 1,
"namespace" : "m201.people",
"indexFilterSet" : false,
"parsedQuery" : {
"first_name" : {
"$gt" : "J"
}
},
"winningPlan" : {
"stage" : "SORT",
"sortPattern" : {
"address.city" : -1
},
"inputStage" : {
"stage" : "SORT_KEY_GENERATOR",
"inputStage" : {
"stage" : "FETCH",
"inputStage" : {
"stage" : "IXSCAN",
"keyPattern" : {
"first_name" : 1,
"address.state" : -1,
"address.city" : -1,
"ssn" : 1
},
"indexName" : "first_name_1_address.state_-1_address.city_-1_ssn_1",
"isMultiKey" : false,
"multiKeyPaths" : {
"first_name" : [ ],
"address.state" : [ ],
"address.city" : [ ],
"ssn" : [ ]
},
"isUnique" : false,
"isSparse" : false,
"isPartial" : false,
"indexVersion" : 2,
"direction" : "forward",
"indexBounds" : {
"first_name" : [
"(\"J\", {})"
],
"address.state" : [
"[MaxKey, MinKey]"
],
"address.city" : [
"[MaxKey, MinKey]"
],
"ssn" : [
"[MinKey, MaxKey]"
]
}
}
}
}
},
"rejectedPlans" : [ ]
},
"executionStats" : {
"executionSuccess" : true,
"nReturned" : 32023,
"executionTimeMillis" : 334,
"totalKeysExamined" : 32023,
"totalDocsExamined" : 32023,
"executionStages" : {
"stage" : "SORT",
"nReturned" : 32023,
"executionTimeMillisEstimate" : 319,
"works" : 64049,
"advanced" : 32023,
"needTime" : 32025,
"needYield" : 0,
"saveState" : 507,
"restoreState" : 507,
"isEOF" : 1,
"invalidates" : 0,
"sortPattern" : {
"address.city" : -1
},
"memUsage" : 12672397,
"memLimit" : 33554432,
"inputStage" : {
"stage" : "SORT_KEY_GENERATOR",
"nReturned" : 32023,
"executionTimeMillisEstimate" : 212,
"works" : 32025,
"advanced" : 32023,
"needTime" : 1,
"needYield" : 0,
"saveState" : 507,
"restoreState" : 507,
"isEOF" : 1,
"invalidates" : 0,
"inputStage" : {
"stage" : "FETCH",
"nReturned" : 32023,
"executionTimeMillisEstimate" : 159,
"works" : 32024,
"advanced" : 32023,
"needTime" : 0,
"needYield" : 0,
"saveState" : 507,
"restoreState" : 507,
"isEOF" : 1,
"invalidates" : 0,
"docsExamined" : 32023,
"alreadyHasObj" : 0,
"inputStage" : {
"stage" : "IXSCAN",
"nReturned" : 32023,
"executionTimeMillisEstimate" : 95,
"works" : 32024,
"advanced" : 32023,
"needTime" : 0,
"needYield" : 0,
"saveState" : 507,
"restoreState" : 507,
"isEOF" : 1,
"invalidates" : 0,
"keyPattern" : {
"first_name" : 1,
"address.state" : -1,
"address.city" : -1,
"ssn" : 1
},
"indexName" : "first_name_1_address.state_-1_address.city_-1_ssn_1",
"isMultiKey" : false,
"multiKeyPaths" : {
"first_name" : [ ],
"address.state" : [ ],
"address.city" : [ ],
"ssn" : [ ]
},
"isUnique" : false,
"isSparse" : false,
"isPartial" : false,
"indexVersion" : 2,
"direction" : "forward",
"indexBounds" : {
"first_name" : [
"(\"J\", {})"
],
"address.state" : [
"[MaxKey, MinKey]"
],
"address.city" : [
"[MaxKey, MinKey]"
],
"ssn" : [
"[MinKey, MaxKey]"
]
},
"keysExamined" : 32023,
"seeks" : 1,
"dupsTested" : 0,
"dupsDropped" : 0,
"seenInvalidated" : 0
}
}
}
}
},
"serverInfo" : {
"host" : "Onyx-Jaguar",
"port" : 27017,
"version" : "4.0.6",
"gitVersion" : "caa42a1f75a56c7643d0b68d3880444375ec42e3"
},
"ok" : 1
}