GroupBy data based on date range in spring data mongo db - mongodb

Question

How can i GroupBy data, based on date range in spring data Mongo db using
ArithmeticOperators.Subtract
I have wide range of timed data, and i should summarize data, based on average in interval time:
I partitioned data based on interval time and run this aggregation for each interval. this method is too time consuming operation when i use for loop and change start and until throw loop
MatchOperation match = match(Criteria.where("type").is(id).andOperator(Criteria.where("time").gt(start),
Criteria.where("time").lt(until)));
matchOperationL.add(match);
GroupOperation as = group("type").avg("value").as("mean");
ProjectionOperation previousOperation = project("mean").and("type").previousOperation();
Aggregation avg = Aggregation.newAggregation(match, as, previousOperation);
AggregationResults<Data2> aggregate = mongotemplate.aggregate(avg, Data1.class, Data2.class);
how can i use
ArithmeticOperators.Subtract
to solve my problem?
my EntityClass
public class Data1 {
#Id
private String id;
//value of data
private Number So;
//recorded time
private long time;
}
Can any one help me to convert this query to spring data form?
db.collection.aggregate([ {$group: { _id:{'$add': {'$trunc': { '$subtract' :[ {'$divide' : ['$time', 15000 ]}, { '$mod' : [{'$divide' :['$time',15000]},1] } ]},'$time'}}, avg : {$avg : "$So"} }}]

Answer 1

#Veeram second option is like this:
AggregationOperation matchTime = new AggregationOperation() {
#Override
public DBObject toDBObject(AggregationOperationContext aggregationOperationContext) {
return new BasicDBObject("$match", BasicDBObject
.parse("{ 'time': {$gt: " + s + ", $lt: " + e + "} } }"));
}
};
AggregationOperation matchSId = new AggregationOperation() {
#Override
public DBObject toDBObject(AggregationOperationContext aggregationOperationContext) {
return new BasicDBObject("$match", BasicDBObject
.parse("{'sd' : '" + sd + "'}"));
}
};
AggregationOperation groupOperation = new AggregationOperation() {
#Override
public DBObject toDBObject(AggregationOperationContext aggregationOperationContext) {
return new BasicDBObject("$group",
BasicDBObject.parse("{ _id:{ '$trunc': { '$subtract' :[ {'$divide' : ['$time', " + dist
+ " ]},{ '$mod' : [{'$divide' :['$time'," + dist
+ " ]},1] } ]}},avg : {$avg : '$So'}}}"));
}
};
AggregationOperation sortOperation = new AggregationOperation() {
#Override
public DBObject toDBObject(AggregationOperationContext aggregationOperationContext) {
return new BasicDBObject("$sort", BasicDBObject.parse("{'_id':1}"));
}
};
Aggregation agg = Aggregation.newAggregation(matchSd,matchTime, groupOperation, sortOperation);
AggregationResults<Result> aggregate = mongoOps.aggregate(agg, Data.class, Result.class);