Updating multiple documents in Mongoose

I need to make updates to multiple documents in my database with different values.

Here is a snapshot of how my current database is structured:

[
    {
        "_id": 1,
        "value": 50
    },
    {
        "_id": 2,
        "value": 100
    }
]

Unfortunately, when I tried to execute the query, it resulted in an error because I mistakenly passed an array instead of an object in the $set function.

Model.update({_id: {$in: ids}}, {$set: ids.value}, {multi: true};

This is how I want my database to look after the updates:

[
    {
        "_id": 1,
        "value": 4
    },
    {
        "_id": 2,
        "value": 27
    }
]

Answer №1

Imagine you have an array of objects that need to be updated in your collection based on matching ids like

var soldItems = [
        {
            "_id": 1,
            "value": 4
        },
        {
            "_id": 2,
            "value": 27
        }
    ];

You can achieve this by utilizing the forEach() method on the array to iterate through and update your collection:

soldItems.forEach(function(item)){
    Model.update({"_id": item._id}, {"$set": {"value": item.value }}, callback);
});

Alternatively, you can use promises like so

var updates = [];
soldItems.forEach(function(item)){
    var updatePromise = Model.update({"_id": item._id}, {"$set": {"value": item.value }});
    updates.push(updatePromise);
});

Promise.all(updates).then(function(results){
    console.log(results);
});

Another approach is using map()

var updates = soldItems.map(function(item)){
    return Model.update({"_id": item._id}, {"$set": {"value": item.value }});       
});

Promise.all(updates).then(function(results){
    console.log(results);
}); 

For larger arrays, consider leveraging a bulk write API for enhanced performance. For Mongoose versions >=4.3.0 with support for MongoDB Server 3.2.x, you can utilize bulkWrite() for updates. Here's an example demonstrating how this can be done:

var bulkUpdateCallback = function(err, r){
    console.log(r.matchedCount);
    console.log(r.modifiedCount);
}
// Initialize the bulk operations array
var bulkOps = soldItems.map(function (item) { 
    return { 
        "updateOne": { 
            "filter": { "_id": item._id } ,              
            "update": { "$set": { "value": item.value } } 
        }         
    }    
});

// Access the underlying collection using the native node.js driver collection object
Model.collection.bulkWrite(bulkOps, { "ordered": true, w: 1 }, bulkUpdateCallback);

For Mongoose versions ~3.8.8, ~3.8.22, 4.x supporting MongoDB Server >=2.6.x, you can employ the Bulk API as shown below

var bulk = Model.collection.initializeOrderedBulkOp(),
    counter = 0;

soldItems.forEach(function(item) {
    bulk.find({ "_id": item._id }).updateOne({ 
        "$set": { "value": item.value }
    });

    counter++;
    if (counter % 500 == 0) {
        bulk.execute(function(err, r) {
           // handle the result
           bulk = Model.collection.initializeOrderedBulkOp();
           counter = 0;
        });
    }
});

// Handle any remaining documents in the queue
if (counter > 0) {
    bulk.execute(function(err,result) {
       // handle the result here
    });
}

Answer №2

Initially, your update() query is not correct..

To understand how to update documents properly, refer to the documentation available here

Model.update(conditions, update, options, callback);

If your current database model consists of documents like this (as mentioned in your question):

[
    {
        "_id": 1,
        "value": 50
    },
    {
        "_id": 2,
        "value": 100
   }
];

and you have an array that contains objects (docs) to be modified with the current db's docs:

idsArray: [
    {
        "_id": 1,
        "value": 4
    },
    {
        "_id": 2,
        "value": 27
    }
];

In my experience with mongodb & mongoose, updating all docs with a single line query may not be possible.. (P.S. I am uncertain about this..)

However, to make your code function correctly, you will need to do something like this:

Approach: Iterate over each doc in the docs i.e., idsArray and execute update() for each one.

Here's how you can achieve this:

idsArray.forEach(function(obj) {
    Model.update({_id: obj._id}, {$set: {value: obj.value}});
});

In the above code, I am assuming that your db docs have _id values structured as shown above (i.e., "_id": 1).. If they are represented differently like "_id": ObjectId('1')

[
  {
    "_id": ObjectId('1'),
    "value": 50
  },
  .....
  .....
]

then you would need to convert _id to ObjectId(obj._id) in the update() query.. you can achieve this by using the following method.

var ObjectId = require('mongodb').ObjectID;

idsArray.forEach(function(obj) {
   Model.update({_id: ObjectId(obj._id)}, {$set: {value: obj.value}});
});

P.S. Please ensure the format of _id before proceeding further..

I trust this information proves to be helpful.

Cheers,

Answer №3

When implementing a multi update, it is important to note that this method is only suitable for updating multiple documents with the same value or using a uniform update operation across all documents.

If you wish to update each document to different values, you will need to execute separate update statements for each.

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