MongoDB group by count multiple fields In MongoDB for counting the multiple fields, we use the aggregation() function. Here, $count is used to count the fields. Example: In this example, we stored some documents in the student collection and use the find() method to check how many documents are in our collection.
MongoDB group by is used to group data from the collection, we can achieve group by clause using aggregate function and group method in MongoDB. While using aggregate function with group by clause query operations is faster as normal query, basically aggregate function is used in multiple condition.
MongoDB aggregate $count queryIt transfers a document to the next stage that contains a count of the number of documents input to the stage. Here, the string is the name of the output field which has the count as its value. And, the string must be a non-empty string, not start with '$' and not contain '.
This would be the easier way to do it using aggregate
:
db.contest.aggregate([
{"$group" : {_id:"$province", count:{$sum:1}}}
])
I need some extra operation based on the result of aggregate function. Finally I've found some solution for aggregate function and the operation based on the result in MongoDB. I've a collection Request
with field request, source, status, requestDate
.
Single Field Group By & Count:
db.Request.aggregate([
{"$group" : {_id:"$source", count:{$sum:1}}}
])
Multiple Fields Group By & Count:
db.Request.aggregate([
{"$group" : {_id:{source:"$source",status:"$status"}, count:{$sum:1}}}
])
Multiple Fields Group By & Count with Sort using Field:
db.Request.aggregate([
{"$group" : {_id:{source:"$source",status:"$status"}, count:{$sum:1}}},
{$sort:{"_id.source":1}}
])
Multiple Fields Group By & Count with Sort using Count:
db.Request.aggregate([
{"$group" : {_id:{source:"$source",status:"$status"}, count:{$sum:1}}},
{$sort:{"count":-1}}
])
If you need multiple columns to group by, follow this model. Here I am conducting a count by status
and type
:
db.BusinessProcess.aggregate({
"$group": {
_id: {
status: "$status",
type: "$type"
},
count: {
$sum: 1
}
}
})
Starting in MongoDB 3.4, you can use the $sortByCount
aggregation.
Groups incoming documents based on the value of a specified expression, then computes the count of documents in each distinct group.
https://docs.mongodb.com/manual/reference/operator/aggregation/sortByCount/
For example:
db.contest.aggregate([
{ $sortByCount: "$province" }
]);
Additionally if you need to restrict the grouping you can use:
db.events.aggregate(
{$match: {province: "ON"}},
{$group: {_id: "$date", number: {$sum: 1}}}
)
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