I have some objects in MongoDB document, like this:
{
"_id" : ObjectId("0"),
"project" : "PRO",
"recruiters" : [
{
"userId" : "User1",
"fullName" : "UserName1"
}
],
}
{
"_id" : ObjectId("1"),
"project" : "PRO2",
"recruiters" : [
{
"userId" : "User1",
"fullName" : "UserName1"
}
],
}
{
"_id" : ObjectId("1"),
"project" : "PRO2",
"recruiters" : [
{
"userId" : "User1",
"fullName" : "UserName2"
}
],
How can I aggregate that document in Spring Data to result like this:
{
"Agg":[
{
"fullName":"UserName1",
"total":2
},
{
"fullName":"UserName2",
"total":1
}
]
}
I tried to do it some like this:
Aggregation agg = newAggregation(
match(Criteria.where("project").is("project")),
group("recruiters").count().as("total"),
project("total").and("fullName").previousOperation(),
sort(Sort.Direction.DESC, "total"));
but I can't do it on collections. I want to group all fullName of "recruiters" in whole document and show them count.
Use $unwind
to convert the array into documents.
Aggregation agg = newAggregation(
match(Criteria.where("project").is(project)),
unwind("recruiters"),
group("recruiters.fullName").count().as("total"),
project("total").and("fullName").previousOperation(),
sort(Sort.Direction.DESC, "total")
);
Try this:- with unwind()
Aggregation agg = newAggregation(
match(Criteria.where("project").exists(true)),//if project field exist in document
unwind("recruiters"), // unwind the array of object
group("recruiters.fullName").count().as("total"),
project("total").and("fullName").previousOperation(),
sort(Sort.Direction.DESC, "total"));
Try this
MatchOperation matchOperation = Aggregation.match(Criteria.where("project").is("PRO"));
GroupOperation groupOperation = group("recruiters.fullName").count().as("total");
ProjectionOperation projectionOperation = project("total").and("fullName").previousOperation();
SortOperation sortOperation = sort(Sort.Direction.DESC, "total");
Aggregation aggregation = newAggregation(matchOperation, groupOperation, projectionOperation, sortOperation);
AggregationResults<DBObject> results = mongoTemplate.aggregate(aggregation, "YourCollectionName", DBObject.class);
Instead of DBObject
you can create a class mathcing the result and use that.
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