How to join two collections in mongoose

问题

I have two Schema defined as below:

var WorksnapsTimeEntry = BaseSchema.extend({
 student: {
     type: Schema.ObjectId,
     ref: 'Student'
 },
 timeEntries: {
     type: Object
 }
 });

var StudentSchema = BaseSchema.extend({
firstName: {
    type: String,
    trim: true,
    default: ''
    // validate: [validateLocalStrategyProperty, 'Please fill in your first name']
},
lastName: {
    type: String,
    trim: true,
    default: ''
    // validate: [validateLocalStrategyProperty, 'Please fill in your last name']
},
displayName: {
    type: String,
    trim: true
},
municipality: {
    type: String
    }
});

And I would like to loop thru each student and show it's time entries. So far I have this code which is obviously not right as I still dont know how do I join WorksnapTimeEntry schema table.

Student.find({ status: 'student' })
        .populate('student')
        .exec(function (err, students) {
            if (err) {
                return res.status(400).send({
                    message: errorHandler.getErrorMessage(err)
                });
            }
            _.forEach(students, function (student) {
               // show student with his time entries....
            });
            res.json(students);
        });

Any one knows how do I achieve such thing?

回答1:

You don't want .populate() here but instead you want two queries, where the first matches the Student objects to get the _id values, and the second will use $in to match the respective WorksnapsTimeEntry items for those "students".

Using async.waterfall just to avoid some indentation creep:

async.waterfall(
    [
        function(callback) {
          Student.find({ "status": "student" },{ "_id": 1 },callback);
        },
        function(students,callback) {
            WorksnapsTimeEntry.find({
                "student": { "$in": students.map(function(el) {
                    return el._id
                })
            },callback);
        }
    ],
    function(err,results) {
       if (err) {
          // do something
       } else {
          // results are the matching entries
       }
    }
)

If you really must, then you can .populate("student") on the second query to get populated items from the other table.

The reverse case is to query on WorksnapsTimeEntry and return "everything", then filter out any null results from .populate() with a "match" query option:

WorksnapsTimeEntry.find().populate({
    "path": "student",
    "match": { "status": "student" }
}).exec(function(err,entries) {
   // Now client side filter un-matched results
   entries = entries.filter(function(entry) {
       return entry.student != null;
   });
   // Anything not populated by the query condition is now removed
});

So that is not a desirable action, since the "database" is not filtering what is likely the bulk of results.

Unless you have a good reason not to do so, then you probably "should" be "embedding" the data instead. That way the properties like "status" are already available on the collection and additional queries are not required.

If you are using a NoSQL solution like MongoDB you should be embracing it's concepts, rather than sticking to relational design principles. If you are consistently modelling relationally, then you might as well use a relational database, since you won't be getting any benefit from the solution that has other ways to handle that.

回答2:

As of version 3.2, you can use $lookup in aggregation pipeline to perform left outer join.

Student.aggregate([{
    $lookup: {
        from: "worksnapsTimeEntries", // collection name in db
        localField: "_id",
        foreignField: "student",
        as: "worksnapsTimeEntries"
    }
}]).exec(function(err, students) {
    // students contain WorksnapsTimeEntries
});

来源：https://stackoverflow.com/questions/36805784/how-to-join-two-collections-in-mongoose