CODEWITHSUNDEEP
mongodbaggregation-framework
aokozlov
aokozlov

Reputation: 731

Mongodb find distinct array fields and count them

I have a collection documents looks like:

{
    "_id" : ObjectId("560ba1e86db58e34168b456a"),
    "object_id" : "1722224",
    "user" : {
        "id" : null,
        "cookie" : "sEnAl9DdPHyTdmxYU3E23g"
    },
    "createddate" : ISODate("2015-09-30T11:48:40.000+03:00"),
    "activity" : [ 
        {
            "name" : "Map click",
            "selector" : "#toMap",
            "event" : "click",
            "time" : ISODate("2015-09-30T12:30:59.000+03:00")
        },
        {
            "name" : "Show contacts (main block)",
            "selector" : "#jsn-showContacts",
            "event" : "click",
            "time" : ISODate("2015-09-30T11:48:47.687+03:00")
        },
        {
            "name" : "Show contacts (main block)",
            "selector" : "#jsn-showContacts",
            "event" : "click",
            "time" : ISODate("2015-09-30T15:34:12.000+03:00")
        }
    ]
}

I need to pass to mongodb range of dates and get a day-by-day result that contains: 1. Date 2. Set of selectors clicked that date and count of that clicks:

{
    "date" :  ISODate("2015-09-29T00:00:00.000+03:00"),
    "selectors" : [
        {"#toMap" : 100},
        {"#jsn-showContacts" : 200}
    ]
},   
{
    "date" :  ISODate("2015-09-30T00:00:00.000+03:00"),
    "selectors" : [
        {"#toMap" : 50},
        {"#jsn-showContacts" : 80},
        {"#toOrder" : 10}
    ]
}

The result should count click once for every document, for example if i have two #showContacts-Min clicks in one document:

"activity" : [ 
            {
                "name" : "Show contacts (main block)",
                "selector" : "#jsn-showContacts",
                "event" : "click",
                "time" : ISODate("2015-09-30T11:48:47.687+03:00")
            },
            {
                "name" : "Show contacts (main block)",
                "selector" : "#jsn-showContacts",
                "event" : "click",
                "time" : ISODate("2015-09-30T15:34:12.000+03:00")
            }
        ]

it have to be couned once.

Is it really possible to do on DB side as one query or should it be implemented on application side with multiple db queries?

Upvotes: 1

Views: 82

Answers (1)

faisal_kk
faisal_kk

Reputation: 1073

It is well possible to get desired result using single query.I'm assuming your "selector" values are prior know so that it can be hard coded in MongoDB query.

Here I have created sample documents as per your schema :

> db.a.find().pretty()
{
    "_id" : ObjectId("560ba1e86db58e34168b456a"),
    "object_id" : "1722224",
    "user" : {
            "id" : null,
            "cookie" : "sEnAl9DdPHyTdmxYU3E23g"
    },
    "createddate" : ISODate("2015-09-30T08:48:40Z"),
    "activity" : [
            {
                    "name" : "Map click",
                    "selector" : "#toMap",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T09:30:59Z")
            },
            {
                    "name" : "Show contacts (main block)",
                    "selector" : "#jsn-showContacts",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T08:48:47.687Z")
            },
            {
                    "name" : "Show contacts (main block)",
                    "selector" : "#jsn-showContacts",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T12:34:12Z")
            }
    ]
}
{
    "_id" : ObjectId("560c19550e45be0a683ccd01"),
    "object_id" : "1722224",
    "user" : {
            "id" : null,
            "cookie" : "sEnAl9DdPHyTdmxYU3E23g"
    },
    "createddate" : ISODate("2015-10-30T08:48:40Z"),
    "activity" : [
            {
                    "name" : "Map click",
                    "selector" : "#toMap",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T09:30:59Z")
            },
            {
                    "name" : "Show contacts (main block)",
                    "selector" : "#jsn-showContacts",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T08:48:47.687Z")
            },
            {
                    "name" : "Show contacts (main block)",
                    "selector" : "#jsn-showContacts",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T12:34:12Z")
            }
    ]
}
{
    "_id" : ObjectId("560c19750e45be0a683ccd02"),
    "object_id" : "1722224",
    "user" : {
            "id" : null,
            "cookie" : "sEnAl9DdPHyTdmxYU3E23g"
    },
    "createddate" : ISODate("2015-10-30T08:48:40Z"),
    "activity" : [
            {
                    "name" : "Map click",
                    "selector" : "#toMap",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T09:30:59Z")
            },
            {
                    "name" : "Show contacts (main block)",
                    "selector" : "#jsn-showContacts",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T08:48:47.687Z")
            },
            {
                    "name" : "Show contacts (main block)",
                    "selector" : "#jsn-showContacts",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T12:34:12Z")
            }
    ]
}
{
    "_id" : ObjectId("560c19940e45be0a683ccd03"),
    "object_id" : "1722224",
    "user" : {
            "id" : null,
            "cookie" : "sEnAl9DdPHyTdmxYU3E23g"
    },
    "createddate" : ISODate("2016-01-30T08:48:40Z"),
    "activity" : [
            {
                    "name" : "Map click",
                    "selector" : "#toMap",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T09:30:59Z")
            },
            {
                    "name" : "Show contacts (main block)",
                    "selector" : "#jsn-showContacts",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T08:48:47.687Z")
            },
            {
                    "name" : "Show contacts (main block)",
                    "selector" : "#jsn-showContacts",
                    "event" : "click",
                    "time" : ISODate("2015-09-30T12:34:12Z")
            }
    ]
}

Below query will give your result.Here Count is selected without considering duplicate values within a single document

   >db.a.aggregate([{"$match":
{createddate:{"$gt": ISODate("2014-10-30T11:48:40.000+03:00"),
         "$lt":ISODate("2016-10-30T11:48:40.000+03:00")}}},
{'$group':{"_id":{"date":"$createddate"},
       "#toMap":{"$sum":{"$cond":{"if":{"$anyElementTrue":{
                                      "$map":{"input":"$activity",
                                               "as":"act",
                                               "in":{"$eq":    ["$$act.selector","#toMap"]}}}},"then":1,"else":0}}},
        "#jsn-showContacts":{"$sum":{"$cond":{"if":{"$anyElementTrue":{
                                        "$map":{
                                        "input":"$activity",
                                        "as":"act",
                                        "in":{"$eq":["$$act.selector","#jsn-    showContacts"]}}}},"then":1,"else":0}}}}}])
//Result:
{ "_id" : { "date" : ISODate("2016-01-30T08:48:40Z") }, "#toMap" : 1, "#jsn-showContacts" : 1 }
{ "_id" : { "date" : ISODate("2015-10-30T08:48:40Z") }, "#toMap" : 2, "#jsn-showContacts" : 2 }
{ "_id" : { "date" : ISODate("2015-09-30T08:48:40Z") }, "#toMap" : 1, "#jsn-showContacts" : 1 }

Selectors are not in an array in Result,But I hope this will do.You can use $project as last pipelie stage to modify result schema

Upvotes: 2

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