I'm new to MongoDB, and I'm trying to do a very simple task, but however I can't get it right.
What I want is to change the process status but I tried "FindAndUpdate", "UpdateOne" and "FindByIdAndUpdate" but it won't work.
Maybe it has to do with my Schema. Should I create a new Schema for the Process?
My Database entry inside a MongoDB Collection:
_id: 622c98cfc872bcb2578b97a5
username:"foo"
__v:0
process:Array
0: Object
processname:"bar"
process_status:"stopped"
_id: 6230c1a401c66fc025d3cb88
My current Schema:
const User = new mongoose.Schema(
{
username: { type: String, required: true },
process: [
{
processname: {
type: String,
},
process_status: {
type: String,
},
},
],
},
{ collection: "user-data" }
);
My current code:
const startstopprocess = await User.findByIdAndUpdate(
{ _id: "6230c1a401c66fc025d3cb88" },
{ process_status: "started" }
).then(function (error, result) {
console.log(error);
console.log(result);
});
You can use positional operator $ in this way:
db.collection.update({
"process._id": "6230c1a401c66fc025d3cb88"
},
{
"$set": {
"process.$.process_status": "started"
}
})
Note how using positional operator you can say mongo "from the object you have found in find stage, update the process_status variable to started"
Example here
I'm new to Aggregation in MongoDB and I'm trying to understand the concepts of it by making examples.
I'm trying to paginate my subdocuments using aggregation but the returned document is always the overall values of all document's specific field.
I want to paginate my following field which contains an array of Object IDs.
I have this User Schema:
const UserSchema = new mongoose.Schema({
username: {
type: String,
unique: true,
required: true
},
firstname: String,
lastname: String,
following: [{
type: mongoose.Schema.Types.ObjectId,
ref: 'User'
}],
...
}, { timestamps: true, toJSON: { virtuals: true }, toObject: { getters: true, virtuals: true } });
Without aggregation, I am able to paginate following,
I have this route which gets the user's post by their username
router.get(
'/v1/:username/following',
isAuthenticated,
async (req, res, next) => {
try {
const { username } = req.params;
const { offset: off } = req.query;
let offset = 0;
if (typeof off !== undefined && !isNaN(off)) offset = parseInt(off);
const limit = 2;
const skip = offset * limit;
const user = await User
.findOne({ username })
.populate({
path: 'following',
select: 'profilePicture username fullname',
options: {
skip,
limit,
}
})
res.status(200).send(user.following);
} catch (e) {
console.log(e);
res.status(500).send(e)
}
}
);
And my pagination version using aggregate:
const following = await User.aggregate([
{
$match: { username }
},
{
$lookup: {
'from': User.collection.name,
'let': { 'following': '$following' },
'pipeline': [
{
$project: {
'fullname': 1,
'username': 1,
'profilePicture': 1
}
}
],
'as': 'following'
},
}, {
$project: {
'_id': 0,
'following': {
$slice: ['$following', skip, limit]
}
}
}
]);
Suppose I have this documents:
[
{
_id: '5fdgffdgfdgdsfsdfsf',
username: 'gagi',
following: []
},
{
_id: '5fgjhkljvlkdsjfsldkf',
username: 'kuku',
following: []
},
{
_id: '76jghkdfhasjhfsdkf',
username: 'john',
following: ['5fdgffdgfdgdsfsdfsf', '5fgjhkljvlkdsjfsldkf']
},
]
And when I test my route for user john: /john/following, everything is fine but when I test for different user which doesn't have any following: /gagi/following, the returned result is the same as john's following which aggregate doesn't seem to match user by username.
/john/following | following: 2
/kuku/following | following: 0
Aggregate result:
[
{
_id: '5fdgffdgfdgdsfsdfsf',
username: 'kuku',
...
},
{
_id: '5fgjhkljvlkdsjfsldkf',
username: 'gagi',
...
}
]
I expect /kuku/following to return an empty array [] but the result is same as john's. Actually, all username I test return the same result.
I'm thinking that there must be wrong with my implementation since I've only started exploring aggregation.
Mongoose uses a DBRef to be able to populate the field after it has been retrieved.
DBRefs are only handled on the client side, MongoDB aggregation does not have any operators for handling those.
The reason that aggregation pipeline is returning all of the users is the lookup's pipeline does not have a match stage, so all of the documents in the collection are selected and included in the lookup.
The sample document there is showing an array of strings instead of DBRefs, which wouldn't work with populate.
Essentially, you must decide whether you want to use aggregation or populate to handle the join.
For populate, use the ref as shown in that sample schema.
For aggregate, store an array of ObjectId so you can use lookup to link with the _id field.
I've got a Mongoose schema set up as follows:
const mongoose = require('mongoose');
const TodoSchema = mongoose.Schema({
id: {
type: String,
required: true,
},
todos: {
type: Array,
required: true,
},
date: {
type: Date,
default: Date.now(),
},
});
module.exports = mongoose.model('todo', TodoSchema, 'todos');
Each of the elements in the todos Array is an Object and has the following format (example):
{
id: 1,
todo: "Do the dishes."
category: "Kitchen"
}
There are multiple documents in my Todo collection and they all contain the same list of Todos. If I wanted to update a specific Todo across ALL documents, I figure I need to use updateMany. I'm using the following in my Todo Update route to update all instances of a Todo:
const { todo } = req.body; // todo.todo contains "Clean the dishes." as an update
Todo.updateMany(
{
todos: { $elemMatch: { id: todo.id } },
},
{ $set: { todo: todo } }
);
I'm assigning the result of the above route code to a variable and console logging the result which comes back with:
{ ok: 0, n: 0, nModified: 0 }
What am I doing wrong? The passed todo id matches the id of a Todo in each of the Todos arrays.
First of all, for your object array, is recommendable create a schema too:
const subSchema = new mongoose.Schema({
id: Number,
todo: String,
category: String
})
const MongooseModel = new mongoose.Schema({
id: String,
todos: [subSchema],
date: Date
})
So now, your array object is defined.
And, the query question is something like that:
db.collection.update({
"todos.id": todo.id
},
{
"$set": {
"todos.$": {newTodo}
}
},
{
"multi": true
})
First, you look for all elements that match your criteria; that is: todos.id = todo.id, then you use $ operator to set all element that match the criteria with your object.
The last line multi is to updated all element that match.
Example playground here
Using moongoose, multi attribute is not neccessary because is set true by default using updateMany().
So moongose query should be something like that.
var update = await model.updateMany(
{
"todos.id": 1
},
{
"$set": {
"todos.$": {
"id": 20,
"todo": "newTodo",
"category": "newCategory"
}
}
})
And for this example data the result is
{ n: 3, nModified: 3, ok: 1 }
I am trying to add tags to existing tags in a MongoDB collection with this Schema:
const workSchema = new mongoose.Schema({
title: {
type: String,
required: "Tile can't be blank"
},
description: {
type: String
},
imageURL: {
type: String,
unique: true
},
workURL:{
type: String,
unique: true
},
tags:{
type:Array
},
createdDate: {
type: Date,
default: Date.now
}
});
const Work = mongoose.model('Work', workSchema);
module.exports = Work;
I made an API that makes a PUT request to "/api/work/:workId/tags"
exports.updateTags = (req, res) =>{
try{
const newTags = req.body.tags.split(',');
newTags.forEach(tag => {
db.Work.update(
{"_id": req.params.workId},
{
$push:{
tags: tag
}
}
)
})
res.status(200).send({message : "tags updated"})
}
catch(error){
res.status(400).send(error)
}
}
request.body:
{
tags:"a,b,c"
}
The problem is that the array won't update with the new tag values
I searched for other ways to update in the docs and on the web but I didn't find any solutions.
You haven't defined _id in your workSchema so the type of _id would be ObjectId
But req.params.workId is probably a String, so querying an ObjectId with a String won't work.
So you should convert req.params.workId to ObjectId using mongoose.Types.ObjectId
{ "_id": mongoose.Types.ObjectId(req.params.workId) }
But you can improve your code a bit more by using .findByIdAndUpdate and $each operator
.findByIdAndUpdate will automatically convert your _id to ObjectId
You can use $each to $push multiple array elements at the same time without using .forEach
Work.findByIdAndUpdate(req.params.workId, {
$push: { "tags": { $each: newTags } }
})
According to this mongodb article it is possible to auto increment a field and I would like the use the counters collection way.
The problem with that example is that I don't have thousands of people typing the data in the database using the mongo console. Instead I am trying to use mongoose.
So my schema looks something like this:
var entitySchema = mongoose.Schema({
testvalue:{type:String,default:function getNextSequence() {
console.log('what is this:',mongoose);//this is mongoose
var ret = db.counters.findAndModify({
query: { _id:'entityId' },
update: { $inc: { seq: 1 } },
new: true
}
);
return ret.seq;
}
}
});
I have created the counters collection in the same database and added a page with the _id of 'entityId'. From here I am not sure how to use mongoose to update that page and get the incrementing number.
There is no schema for counters and I would like it to stay that way because this is not really an entity used by the application. It should only be used in the schema(s) to auto increment fields.
Here is an example how you can implement auto-increment field in Mongoose:
var CounterSchema = Schema({
_id: {type: String, required: true},
seq: { type: Number, default: 0 }
});
var counter = mongoose.model('counter', CounterSchema);
var entitySchema = mongoose.Schema({
testvalue: {type: String}
});
entitySchema.pre('save', function(next) {
var doc = this;
counter.findByIdAndUpdate({_id: 'entityId'}, {$inc: { seq: 1} }, function(error, counter) {
if(error)
return next(error);
doc.testvalue = counter.seq;
next();
});
});
You can use mongoose-auto-increment package as follows:
var mongoose = require('mongoose');
var autoIncrement = require('mongoose-auto-increment');
/* connect to your database here */
/* define your CounterSchema here */
autoIncrement.initialize(mongoose.connection);
CounterSchema.plugin(autoIncrement.plugin, 'Counter');
var Counter = mongoose.model('Counter', CounterSchema);
You only need to initialize the autoIncrement once.
The most voted answer doesn't work. This is the fix:
var CounterSchema = new mongoose.Schema({
_id: {type: String, required: true},
seq: { type: Number, default: 0 }
});
var counter = mongoose.model('counter', CounterSchema);
var entitySchema = mongoose.Schema({
sort: {type: String}
});
entitySchema.pre('save', function(next) {
var doc = this;
counter.findByIdAndUpdateAsync({_id: 'entityId'}, {$inc: { seq: 1} }, {new: true, upsert: true}).then(function(count) {
console.log("...count: "+JSON.stringify(count));
doc.sort = count.seq;
next();
})
.catch(function(error) {
console.error("counter error-> : "+error);
throw error;
});
});
The options parameters gives you the result of the update and it creates a new document if it doesn't exist.
You can check here the official doc.
And if you need a sorted index check this doc
So combining multiple answers, this is what I ended up using:
counterModel.js
var mongoose = require('mongoose');
var Schema = mongoose.Schema;
const counterSchema = new Schema(
{
_id: {type: String, required: true},
seq: { type: Number, default: 0 }
}
);
counterSchema.index({ _id: 1, seq: 1 }, { unique: true })
const counterModel = mongoose.model('counter', counterSchema);
const autoIncrementModelID = function (modelName, doc, next) {
counterModel.findByIdAndUpdate( // ** Method call begins **
modelName, // The ID to find for in counters model
{ $inc: { seq: 1 } }, // The update
{ new: true, upsert: true }, // The options
function(error, counter) { // The callback
if(error) return next(error);
doc.id = counter.seq;
next();
}
); // ** Method call ends **
}
module.exports = autoIncrementModelID;
myModel.js
var mongoose = require('mongoose');
var Schema = mongoose.Schema;
const autoIncrementModelID = require('./counterModel');
const myModel = new Schema({
id: { type: Number, unique: true, min: 1 },
createdAt: { type: Date, default: Date.now },
updatedAt: { type: Date },
someOtherField: { type: String }
});
myModel.pre('save', function (next) {
if (!this.isNew) {
next();
return;
}
autoIncrementModelID('activities', this, next);
});
module.exports = mongoose.model('myModel', myModel);
Attention!
As hammerbot and dan-dascalescu pointed out this does not work if you remove documents.
If you insert 3 documents with id 1, 2 and 3 - you remove 2 and insert another a new one it'll get 3 as id which is already used!
In case you don't ever remove documents, here you go:
I know this has already a lot of answers, but I would share my solution which is IMO short and easy understandable:
// Use pre middleware
entitySchema.pre('save', function (next) {
// Only increment when the document is new
if (this.isNew) {
entityModel.count().then(res => {
this._id = res; // Increment count
next();
});
} else {
next();
}
});
Make sure that entitySchema._id has type:Number.
Mongoose version: 5.0.1.
This problem is sufficiently complicated and there are enough pitfalls that it's best to rely on a tested mongoose plugin.
Out of the plethora of "autoincrement" plugins at http://plugins.mongoosejs.io/, the best maintained and documented (and not a fork) is mongoose sequence.
I've combined all the (subjectively and objectively) good parts of the answers, and came up with this code:
const counterSchema = new mongoose.Schema({
_id: {
type: String,
required: true,
},
seq: {
type: Number,
default: 0,
},
});
// Add a static "increment" method to the Model
// It will recieve the collection name for which to increment and return the counter value
counterSchema.static('increment', async function(counterName) {
const count = await this.findByIdAndUpdate(
counterName,
{$inc: {seq: 1}},
// new: return the new value
// upsert: create document if it doesn't exist
{new: true, upsert: true}
);
return count.seq;
});
const CounterModel = mongoose.model('Counter', counterSchema);
entitySchema.pre('save', async function() {
// Don't increment if this is NOT a newly created document
if(!this.isNew) return;
const testvalue = await CounterModel.increment('entity');
this.testvalue = testvalue;
});
One of the benefits of this approach is that all the counter related logic is separate. You can store it in a separate file and use it for multiple models importing the CounterModel.
If you are going to increment the _id field, you should add its definition in your schema:
const entitySchema = new mongoose.Schema({
_id: {
type: Number,
alias: 'id',
required: true,
},
<...>
});
test.pre("save",function(next){
if(this.isNew){
this.constructor.find({}).then((result) => {
console.log(result)
this.id = result.length + 1;
next();
});
}
})
I didn't wan to use any plugin (an extra dependencie, initializing the mongodb connection apart from the one I use in the server.js, etc...) so I did an extra module, I can use it at any schema and even, I'm considering when you remove a document from the DB.
module.exports = async function(model, data, next) {
// Only applies to new documents, so updating with model.save() method won't update id
// We search for the biggest id into the documents (will search in the model, not whole db
// We limit the search to one result, in descendant order.
if(data.isNew) {
let total = await model.find().sort({id: -1}).limit(1);
data.id = total.length === 0 ? 1 : Number(total[0].id) + 1;
next();
};
};
And how to use it:
const autoincremental = require('../modules/auto-incremental');
Work.pre('save', function(next) {
autoincremental(model, this, next);
// Arguments:
// model: The model const here below
// this: The schema, the body of the document you wan to save
// next: next fn to continue
});
const model = mongoose.model('Work', Work);
module.exports = model;
Hope it helps you.
(If this Is wrong, please, tell me. I've been having no issues with this, but, not an expert)
Here is a proposal.
Create a separate collection to holds the max value for a model collection
const autoIncrementSchema = new Schema({
name: String,
seq: { type: Number, default: 0 }
});
const AutoIncrement = mongoose.model('AutoIncrement', autoIncrementSchema);
Now for each needed schema, add a pre-save hook.
For example, let the collection name is Test
schema.pre('save', function preSave(next) {
const doc = this;
if (doc.isNew) {
const nextSeq = AutoIncrement.findOneAndUpdate(
{ name: 'Test' },
{ $inc: { seq: 1 } },
{ new: true, upsert: true }
);
nextSeq
.then(nextValue => doc[autoIncrementableField] = nextValue)
.then(next);
}
else next();
}
As findOneAndUpdate is an atomic operation, no two updates will return same seq value. Thus each of your insertion will get an incremental seq regardless of number of concurrent insertions. Also this can be extended to more complex auto incremental logic and the auto increment sequence is not limited to Number type
This is not a tested code. Test before you use until I make a plugin for mongoose.
Update I found that this plugin implemented related approach.
The answers seem to increment the sequence even if the document already has an _id field (sort, whatever). This would be the case if you 'save' to update an existing document. No?
If I'm right, you'd want to call next() if this._id !== 0
The mongoose docs aren't super clear about this. If it is doing an update type query internally, then pre('save' may not be called.
CLARIFICATION
It appears the 'save' pre method is indeed called on updates.
I don't think you want to increment your sequence needlessly. It costs you a query and wastes the sequence number.
I had an issue using Mongoose Document when assigning value to Schema's field through put(). The count returns an Object itself and I have to access it's property.
I played at #Tigran's answer and here's my output:
// My goal is to auto increment the internalId field
export interface EntityDocument extends mongoose.Document {
internalId: number
}
entitySchema.pre<EntityDocument>('save', async function() {
if(!this.isNew) return;
const count = await counter.findByIdAndUpdate(
{_id: 'entityId'},
{$inc: {seq: 1}},
{new: true, upsert: true}
);
// Since count is returning an array
// I used get() to access its child
this.internalId = Number(count.get('seq'))
});
Version: mongoose#5.11.10
None of above answer works when you have unique fields in your schema
because unique check at db level and increment happen before db level validation, so you may skip lots of numbers in auto increments like above solutions
only in post save can find if data already saved on db or return error
schmea.post('save', function(error, doc, next) {
if (error.name === 'MongoError' && error.code === 11000) {
next(new Error('email must be unique'));
} else {
next(error);
}
});
https://stackoverflow.com/a/41479297/10038067
that is why none of above answers are not like atomic operations auto increment in sql like dbs
I use together #cluny85 and #edtech.
But I don't complete finish this issues.
counterModel.findByIdAndUpdate({_id: 'aid'}, {$inc: { seq: 1} }, function(error,counter){
But in function "pre('save...) then response of update counter finish after save document.
So I don't update counter to document.
Please check again all answer.Thank you.
Sorry. I can't add comment. Because I am newbie.
var CounterSchema = Schema({
_id: { type: String, required: true },
seq: { type: Number, default: 0 }
});
var counter = mongoose.model('counter', CounterSchema);
var entitySchema = mongoose.Schema({
testvalue: { type: String }
});
entitySchema.pre('save', function(next) {
if (this.isNew) {
var doc = this;
counter.findByIdAndUpdate({ _id: 'entityId' }, { $inc: { seq: 1 } }, { new: true, upsert: true })
.then(function(count) {
doc.testvalue = count.seq;
next();
})
.catch(function(error) {
throw error;
});
} else {
next();
}
});