Reputation: 5291
I don't really know how to frame the question but what I have is the following schema in mongoose
new Schema({
gatewayId: { type: String, index: true },
timestamp: { type: Date, index: true },
curr_property:Number,
curr_property_cost:Number,
day_property:Number,
day_property_cost: Number,
curr_solar_generating: Number,
curr_solar_export:Number,
day_solar_generated:Number,
day_solar_export:Number,
curr_chan1:Number,
curr_chan2:Number,
curr_chan3:Number,
day_chan1:Number,
day_chan2:Number,
day_chan3:Number
},{
collection: 'owlelecmonitor'
});
and I want to be able to query all the documents in the collection but the data should be arranged inside the array in the following format
[ [{
gatewayId: 1,
timestamp: time
....
},
{
gatewayId: 1,
timestamp: time2
....
}],
[{
gatewayId: 2,
timestamp: time
....
},
{
gatewayId: 2,
timestamp: time2
....
}],
[{
gatewayId: 3,
timestamp: time
....
},
{
gatewayId: 3,
timestamp: time2
....
}]
];
Is there a way that I can do this in mongoose instead of retrieving the documents and processing them again ?
Upvotes: 1
Views: 1285
Reputation: 103445
Yes, it's possible. Consider the following aggregation pipeline in mongo shell. This uses a single pipeline stream comprising of just the $group
operator, grouping all the documents by gatewayId and creating another array field that holds all the grouped documents. This extra field uses the accumulator operator $push
on the system variable $$ROOT
which returns the root document, i.e. the top-level document, currently being processed in the aggregation pipeline stage.
With the cursor
returned from the aggregate()
method, you can then use its map()
method to create the desired final array. The following mongo shell demonstration describes the above concept:
var result = db.owlelecmonitor.aggregate([
{
"$group": {
"_id": "$gatewayId",
"doc": {
"$push": "$$ROOT"
}
}
}
]).map(function (res){ return res.doc; });
printjson(result);
This will output to shell the desired result.
To implement this in Mongoose, use the following aggregation pipeline builder:
OwlelecMonitorModel
.aggregate()
.group({
"_id": "$gatewayId",
"doc": {
"$push": "$$ROOT"
}
})
.exec(function (err, result) {
var res = result.map(function (r){return r.doc;});
console.log(res);
});
Upvotes: 2