nodejs mongoose populate 多层模型

Mongoose, the popular MongoDB library for NodeJS is incredibly robust and relatively easy to pick up. Its documentation, however leaves a little to be desired.

To attain functionality similar to join functionality present in relational databases, Mongoose provides a method called populate(). Used in conjunction with the ref schema property, data can be pulled in from other documents in place of an id. The process is fairly straightforward. However, what Automattic’s documentation doesn’t explain is how to populate multiple paths, and the documentation for multiple levels leaves much to be desired.

The documentation does point out that chaining multiple populate functions won’t work. How, then can this be done? Multiple paths may be populated by creating a space-separated list. Note the emphasis, because comma-separated lists do not work. By way of example:


// Doesn‘t work - will only populate ‘friends‘
Users.findOne({/* query here */})
.populate(‘address‘)
.populate(‘friends‘);

// Works，多个关联字段
Users.findOne({/* query here */})
.populate(‘address friends‘);
Now, what if we wanted to populate the friends’ addresses? As explained in the docs, you would nest another populate by passing an object to the method, and adding another populate as a property. That was pretty confusing to me, but here’s what it means:


// This time, we‘re not passing a string, but an object to populate()，多层关联
Users.findOne({/* query here */})
.populate({
  path: ‘address friends‘, // The string we passed in before
  populate: {
    path: ‘address‘ // This will populate the friends‘ addresses
  }
});
The first level of items to populate is passed in a key called path. The next level items to populate are passed as a new populate object. This can be continued on down the line as necessary. Each populate will have a path key/value pair, and if there’s another level of things to populate, those are passed in a populate key/value pair.