CODEWITHSUNDEEP
node.jsmongodbmongodb-query
Okky
Okky

Reputation: 10466

Most common distinct values mongodb

How to get the most common distinct values of a key in query results.

Consider a collection 'collectionSample'

{
    name : 'a',
    value: 10,
    word : 'baz'
},
{
    name : 'a',
    value: 65,
    word : 'bar'
},
{
    name : 'a',
    value: 3,
    word : 'foo'
},
{
    name : 'b',
    value: 110,
    word : 'bar'
},
{
    name : 'b',
    value: 256,
    word : 'baz'
}

Here I want to find the mode of key 'name', that is the most repeated distinct 'name'.

The result I'm hoping to get is like

 {'most_common_distinct_val':a}  //since a is count 3 and b is count 2

How to query it in NodeJs mongo client?

Upvotes: 7

Views: 5813

Answers (1)

yaoxing
yaoxing

Reputation: 4203

2017-08-01 Update

As release of MongoDB 3.4, the following code can be simplified by using $sortByCount, which essentially equals to $group + $sort. Code snippet:

col.aggregate([{
    "$sortByCount": "$name"
}], ...);

The mongodb aggregation framework would do the job. Code sample:

var MongoClient = require("mongodb").MongoClient;
MongoClient.connect("mongodb://localhost/YourDB", function(err, db) {
    var col = db.collection("YourCol");
    col.aggregate([{
        "$group": {_id: "$name", count: { "$sum": 1}}
    }, {
        "$sort": {count: -1}
    }], function(err, docs) {
        var keys = []
        docs.forEach(function(doc) {
            console.log(JSON.stringify(doc)); // do what you want here.
        });
    });
});

The aggregation framework uses different "filters" to filter out the result set. As you can see in the sample, there's an array of all these filters.
Here I have 2 filters, the first one:

{"$group": {_id: "$name", count: { "$sum": 1}}}

is to group your data by name and count the repeated times.
The 2nd one:

{"$sort": {count: -1}}

is to sort the result by repeated times (count).
if you want only the max repeated one record, you can add a filter there:

{"$limit": 1}

You can do a lot more things with the framework. refer to the doc about operators

Upvotes: 14

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